Appendix H — Program Atlas · The People's Model — Manifesto v2026

Appendix H — Program Atlas

Each sheet to the 8-section template + 4-point QA bar (defined inline in Vol III App H Education, the format-reference sector).

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The People’s Model

Manifesto v2026

Volume III — Implementation Handbook

Appendix H — Program Atlas

Cities sector — sheets H.037–H.054 + H.217–H.221 + H.227 + H.234 (v1.0)

Each sheet to the 8-section template + 4-point QA bar (defined inline in Vol III App H Education, the format-reference sector).

Problem

The Bengaluru city corporations and Karnataka’s other municipal corporations have no consolidated, current asset register. Maintenance is reactive, contracted in fragments, and largely unaccountable.

Program design

Single City Asset Registry covering roads, drains, footpaths, streetlights, water mains, sewage, bus stops, parks, public buildings.
Maintenance Corps district unit under the Karnataka State Works Corps (Vol I Ch 5).
Maintenance schedule published per asset.
Rapid-repair SLA bound to the Standard Escalation Ladder.

Owning agency

Lead: the Greater Bengaluru Authority and the five Bengaluru city corporations + tier-2 Municipal Corporations + Urban Development Dept.

Backup: Karnataka State Works Corps (Urban wing)

Funding model

Annual cost band: ₹1,800–2,400 cr / year statewide (urban maintenance + corps)

Source: State Budget Urban head; property-tax revenue ring-fence; maintenance-first allocation (Vol I Sec. 3.4).

Payment trigger: Work-order completion + geo-tagged evidence on Open Ledger.

KPIs

• Assets registered with current condition — baseline: Patchy; F: ≥70% of major asset classes (pilot cities); B: 100% statewide; C: 100% with continuous update.
• Rapid-repair completion within SLA (pothole / streetlight / drain) — baseline: Variable; F: ≥70% within SLA; B: ≥90%; C: ≥95%.
• Maintenance-backlog reduction — baseline: High; F: Stable; B: -50%; C: -90%.

Standard risk controls

• Risk: Inflated ward-wise unit costs. Safeguard: Published ward-wise benchmarks; App C RF-X-01 unit-cost anomaly detection.
• Risk: Corps capture by single sub-contractor. Safeguard: Concentration audit (App C RF-X-02); rotation; bidder-floor (Vol I Sec. 1.7 #6).
• Risk: False evidence (geo-tag mismatch). Safeguard: App C RF-E-04 detection; rotated inspectors (Vol I Sec. 3.7 #5).

Dependencies

• Vol I Ch 5; Vol II Ch 9 Sec. 9.2.
• App H sheets H.038, H.045, H.046, H.054.

Problem

Every Bengaluru and coastal-Karnataka monsoon produces flooding, infrastructure damage, and avoidable loss of life. Pre-monsoon readiness is uneven; response is reactive.

Program design

Pre-monsoon storm-drain inspection across the Asset Registry.
Cleaning work orders with evidence; readiness dashboard before first heavy rain.
Real-time inundation reporting from 111, sensors, and field teams to City Mission Control.
Capital upgrades on the most flood-prone corridors.

Owning agency

Lead: the Greater Bengaluru Authority and the five Bengaluru city corporations + tier-2 Municipal Corporations

Backup: BWSSB (Bengaluru) + KUWS&DB (other cities)

Funding model

Annual cost band: ₹600–900 cr / year (maintenance + capital combined)

Source: State Budget Urban head; AMRUT/Smart Cities convergence.

Payment trigger: Per-drain inspection log + during-monsoon incident response time.

KPIs

• Pre-monsoon readiness % (drains cleared) — baseline: Patchy; F: ≥85% of catalogued drains; B: ≥95%; C: 100% audited.
• Flood incidents per monsoon (ward × hour) — baseline: High; F: Baselined per ward; B: -40%; C: -75%.
• Median response time to inundation report — baseline: Variable; F: ≤45 min; B: ≤20 min; C: ≤10 min.

Standard risk controls

• Risk: Contractor closure-fraud (drains ’cleared’ but not). Safeguard: Geo-tag + before/after photo evidence; sample re-inspection.
• Risk: Encroachment on storm drains. Safeguard: Annual encroachment audit; eviction with due process; building-permission convergence (sheet H.051).
• Risk: Slow procurement at monsoon-onset. Safeguard: Annual rate contracts; emergency procurement under published exception rules (App B Sec. B.5).

Dependencies

• App H sheets H.037, H.046 (Sewage & Lake), H.073 (Climate Risk Maps).

Problem

Karnataka cities continue to landfill the majority of municipal solid waste. Segregation is patchy, processing capacity inadequate, and the value in waste flows to informal chains without protection or earnings.

Program design

Source segregation enforced with both incentives and penalties.
Processing capacity (composting, recycling, waste-to-energy) scaled in step with collection.
Recognition and protection of waste-worker cooperatives.
Ward-level landfill-diversion published.

Owning agency

Lead: the Greater Bengaluru Authority and the five Bengaluru city corporations + tier-2 Municipal Corporations

Backup: Karnataka State Pollution Control Board

Funding model

Annual cost band: ₹1,400–2,000 cr / year statewide

Source: State Budget Urban head; user-fees with subsidies to protect the poor; EPR receipts.

Payment trigger: Daily tonnage + segregation + diversion data.

KPIs

• Source-segregation rate — baseline: Low; F: ≥50%; B: ≥80%; C: ≥95%.
• Landfill-diversion rate — baseline: Low; F: ≥30%; B: ≥60%; C: ≥80%.
• Worker-cooperative formalisation rate — baseline: (new); F: Baselined per city; B: Material rise; C: Universal recognition + benefits.

Standard risk controls

• Risk: Vendor capture on waste-collection routes. Safeguard: Open bidder-floor; route rotation; published unit costs per ward.
• Risk: Worker exploitation in informal chains. Safeguard: Recognition as formal-sector workers; social-security on the spine.
• Risk: Greenwashing of waste-to-energy. Safeguard: Emissions monitoring (sheet H.079) + transparent lifecycle accounting.

Dependencies

• App H sheets H.046, H.078 (Air Quality), H.086 (Plastic Reduction).

Problem

Bengaluru and Karnataka’s larger cities depend on a workforce — sanitation workers, gig riders, hospital staff, garment workers — that cannot afford to live near work. Daily commutes consume their earnings.

Program design

Rental housing supply near job clusters and along transit corridors.
Transparent allotment on the operating spine (Vol I Ch 2 — Citizen Case File subsystem).
Maintenance on the Asset Registry (sheet H.037).
Rent set on a published affordability formula.

Owning agency

Lead: Karnataka Housing Board + BDA + Urban Development

Backup: Karnataka Slum Development Board

Funding model

Annual cost band: ₹2,000–3,000 cr / year (capital + operating, statewide)

Source: State Budget; AHP/PMAY-U convergence; land-monetisation revenue.

Payment trigger: Allotment + occupancy + rent-collection data.

KPIs

• Worker-rental units delivered (cumulative) — baseline: Limited; F: +25,000 units; B: +150,000; C: +400,000.
• Allotment transparency (auto-eligibility share) — baseline: Discretionary; F: ≥80% auto-eligible; B: ≥95%; C: 100% with published lottery.
• Occupancy rate among allotted units — baseline: (new); F: Baselined; B: ≥90%; C: ≥95% with transit-link.

Standard risk controls

• Risk: Allotment manipulation. Safeguard: Spine-based eligibility; lottery on the public record; appeal pathway.
• Risk: Sub-standard construction. Safeguard: Quality standards from sheet H.003 / H.051; rotated inspectors.
• Risk: Decay through maintenance neglect. Safeguard: Asset Registry + Works Corps responsibility.

Dependencies

• App H sheets H.041, H.042 (Mobility), H.052 (Urban Poverty Case Management).

Problem

Karnataka cities have treated public bus services as the residual mode rather than the backbone. Congestion costs the working poor disproportionately.

Program design

Bus priority lanes on identified corridors; BRT where corridor demand supports.
Last-mile integration (auto, taxi, NMT) on a single ticket.
Real-time fleet visibility + headway management.
Routes planned by the Mobility Authority; operators bid against the plan.

Owning agency

Lead: Karnataka State Mobility Authority (new) + BMTC + KSRTC city-services

Backup: Urban Development Department

Funding model

Annual cost band: ₹1,500–2,000 cr / year (operating subsidy + corridor capital)

Source: State Budget; value-capture on transit-corridor property (sheet H.043).

Payment trigger: Per-route ridership + reliability data + integrated-ticket sales.

KPIs

• Bus + BRT mode share in commute — baseline: Below potential; F: Baselined per city; B: +30% from Foundations; C: Lead in major cities.
• On-time-performance (defined headway) — baseline: Variable; F: ≥80%; B: ≥95%; C: ≥98%.
• Integrated-ticket adoption rate — baseline: (new); F: Pilot adoption ≥30%; B: ≥70%; C: ≥90% with universal integration.

Standard risk controls

• Risk: Private-mobility lobby resistance to bus priority lanes. Safeguard: Transparent corridor-selection criteria; published evaluation; participatory ward review.
• Risk: Fleet contract capture. Safeguard: Open bidder-floor; rotation; published unit-economics per route.
• Risk: Last-mile aggregator exploitation of drivers. Safeguard: Worker-protection rules; rotation across aggregators; appeal pathway.

Dependencies

• Vol II Ch 9 Sec. 9.2 Mobility Authority.
• App H sheets H.042, H.043, H.053 (Electric Fleet).

Problem

Bengaluru’s surrounding districts are functionally part of a single labour market but lack a working commuter-rail backbone. Existing assets are under-utilised.

Program design

Bengaluru Suburban Rail Project completion plus district-pair commuter services.
Mobility Hubs at terminus and major intermediate stations integrating bus, metro, taxi, NMT.
Standard, value-for-money station design; not iconic-monument.
Operated under the Mobility Authority oversight.

Owning agency

Lead: Karnataka State Mobility Authority + K-RIDE (Suburban Rail SPV)

Backup: South Western Railway (operational interface)

Funding model

Annual cost band: ₹2,000–3,500 cr / year capital trajectory

Source: State Budget + Centre share + value-capture (sheet H.043) + multilateral debt where appropriate.

Payment trigger: Per-corridor commissioning + ridership.

KPIs

• Daily Suburban Rail ridership (cumulative network) — baseline: (low base); F: Baselined per corridor; B: Material ramp; C: Network at design capacity.
• Mobility Hub coverage — baseline: (new); F: ≥3 Hubs; B: ≥12 Hubs; C: Universal at major nodes.
• Cost overrun on capital programme — baseline: (historical: significant); F: Within agreed envelope; B: ≤10%; C: Within published variance.

Standard risk controls

• Risk: Cost and time overrun (historical sector pattern). Safeguard: Sheet B project SOP discipline; App C RF-E-02/E-03; published quarterly status.
• Risk: Real-estate speculation on station vicinities. Safeguard: Value-capture mechanism (sheet H.043) returns part of the gain to the public network.
• Risk: Last-mile failure at Hubs. Safeguard: Hub-design includes integrated bus-bay + auto-stand + NMT facility before opening.

Dependencies

• App H sheets H.041, H.043, H.044.

Problem

Bengaluru Metro expansion is fiscally heavy. Without value-capture from real-estate appreciation along corridors, the long-run economics force fare hikes and operating-deficit subsidy.

Program design

Phased corridor expansion based on ridership and unit-economics.
Value capture instruments — premium FAR, betterment charge, station-area development.
Transparent corridor selection criteria.
Operating model published with annual outturn vs forecast.

Owning agency

Lead: BMRCL (Bengaluru Metro Rail Corporation)

Backup: Karnataka State Mobility Authority (oversight)

Funding model

Annual cost band: ₹3,500–6,000 cr / year capital trajectory

Source: State Budget + Centre share + multilateral debt + value-capture receipts.

Payment trigger: Per-phase commissioning + ridership + financial outturn.

KPIs

• Annual ridership (cumulative network) — baseline: Current ridership baseline; F: +25%; B: +75%; C: Network capacity utilisation.
• Value-capture revenue as % of station-area capital — baseline: Limited; F: Baselined per corridor; B: ≥15%; C: ≥25%.
• Operating cost recovery from fare + non-fare — baseline: (below 100% farebox); F: Baselined; B: Rising trajectory; C: Financial sustainability with social fare.

Standard risk controls

• Risk: Vendor lock-in on rolling stock/signalling. Safeguard: Open international bidder-floor with technology-portability clause.
• Risk: Value-capture distortion (premium FAR for friends). Safeguard: Open published rules; conflict-of-interest register; allocation audit.
• Risk: Corridor selection bias. Safeguard: Published ridership / economics criteria; independent peer review.

Dependencies

• App H sheets H.041, H.042, H.044, H.051 (Building Permissions for station-area).

Problem

Karnataka has no inter-district rapid-transit backbone connecting Bengaluru with Mysuru, Hubli-Dharwad, Mangaluru, Belagavi. Long-arc economic integration is constrained.

Program design

Feasibility study (Year 0–2) for selected high-demand corridors.
Phased rollout in Years 5–10 based on demonstrated demand and fiscal capacity.
Executed via public delivery model with full transparency (intelligent-client posture per Vol I Ch 5).
Avoids vanity projects without economics.

Owning agency

Lead: Karnataka State Mobility Authority

Backup: Department of Transport

Funding model

Annual cost band: ₹200–400 cr / year Foundations (feasibility + early design); rises in Build-out

Source: State Budget; multilateral debt where corridor economics support; value-capture.

Payment trigger: Feasibility milestone completion; phase-gate sign-off.

KPIs

• Feasibility studies completed against published methodology — baseline: (new); F: ≥2 corridors; B: All shortlisted corridors; C: Phased construction underway.
• Construction adherence to milestone schedule — baseline: (new); F: n/a; B: ≥80%; C: ≥90% with published variance.
• Cost-per-km within agreed band — baseline: (new); F: Band published; B: Within band; C: Within band with published variance.

Standard risk controls

• Risk: Political pressure to commit before economics support. Safeguard: Phase-gate sign-off (App B); independent peer review; Vol III Ch 19 financial-discipline rules.
• Risk: Mega-project cost overrun. Safeguard: App C RF-E-03; quarterly status publication; intelligent-client supervision.
• Risk: Land-acquisition controversy. Safeguard: Transparent process under LARR Act; published rehabilitation outcomes; consent-based engagement.

Dependencies

• App H sheets H.042, H.043; cross-references Vol II Ch 9 Sec. 9.2 long-arc planning.

Problem

Bengaluru and Karnataka tier-2 cities have intermittent piped water supply, significant non-revenue water, and uneven metering. Households cope with tankers and storage.

Program design

Phased 24×7 supply per zone tied to NRW reduction.
Smart metering at consumer end + bulk-metering at distribution nodes.
Telescopic tariff with lifeline volume for poor households.
Lakes + groundwater + treated wastewater conjunctive use.

Owning agency

Lead: BWSSB (Bengaluru) + KUWS&DB (other cities)

Backup: Department of Urban Development

Funding model

Annual cost band: ₹1,200–1,800 cr / year (NRW reduction + smart metering + supply augmentation)

Source: State Budget; user-fees with lifeline subsidy; multilateral debt.

Payment trigger: Per-zone NRW measurement + supply-hour data.

KPIs

• Non-revenue water (zone-weighted) — baseline: Significant; F: Measured per zone; B: -25%; C: -50%.
• Supply hours per day (median household) — baseline: Intermittent; F: 20+ hrs in pilot zones; B: 24×7 citywide major cities; C: 24×7 statewide tier-1/2.
• Smart-meter coverage — baseline: Low; F: ≥40% large consumers; B: ≥85% all consumers; C: ≥98%.

Standard risk controls

• Risk: Lifeline-tariff cross-subsidy abused by large consumers. Safeguard: Telescopic structure with audited boundaries; published per-slab data.
• Risk: Meter-vendor capture. Safeguard: Open bidder-floor; rotation; tech-portability.
• Risk: Tanker mafia resistance. Safeguard: Phased transition; transparent enforcement; alternative livelihoods for displaced workers.

Dependencies

• App H sheets H.046, H.074 (Watershed), H.080 (Wastewater Reuse).

Problem

Bengaluru’s lakes and other Karnataka urban water bodies have been polluted by untreated sewage and informal discharges. Health and biodiversity costs are substantial.

Program design

Sewage treatment-plant capacity matched to city sewage generation.
Lake-specific rejuvenation plans under the Lake and Watershed Authority (Vol II Ch 9 Sec. 9.2).
Industrial-effluent monitoring + enforcement (sheet H.079).
Community lake-trust model where appropriate.

Owning agency

Lead: BWSSB + Karnataka Lake Conservation & Development Authority

Backup: KSPCB (enforcement)

Funding model

Annual cost band: ₹1,000–1,500 cr / year

Source: State Budget; polluter-pays receipts; multilateral debt for STP capacity.

Payment trigger: Per-lake quality test + STP utilisation + enforcement action.

KPIs

• STP utilisation vs city sewage generation — baseline: Gap; F: ≥70%; B: ≥95%; C: 100% with quality compliance.
• Lake water-quality index — flagship Bengaluru lakes — baseline: Poor in many; F: Baseline + published trajectory; B: Materially improved; C: At standard.
• Industrial discharge non-compliance — flagged events — baseline: Patchy reporting; F: Reporting matured; B: Falling event rate; C: Sustained low.

Standard risk controls

• Risk: Lake encroachment by powerful interests. Safeguard: Transparent encroachment registry; eviction with due process; published prosecution outcomes.
• Risk: STP under-performance vs design. Safeguard: Performance-based contracts; sample testing; independent commissioning audit.
• Risk: Community-trust capture by single faction. Safeguard: Rotation; inclusion safeguards (sheet H.180); time-bound mandates.

Dependencies

• App H sheets H.038, H.045, H.075 (Forest & Biodiversity), H.079.

Problem

Karnataka cities record materially high rates of road fatalities and serious injuries. Blackspots are well-known; redesign is slow.

Program design

Blackspot redesign using crash data + audit.
Universal pavement + crossing + signage standards.
Speed-management on residential and school-zone roads.
Convergence with Helmet Programme (Vol III App E) and Trauma Care (sheet H.021).

Owning agency

Lead: the Greater Bengaluru Authority and the five Bengaluru city corporations + tier-2 Municipal Corporations + Karnataka State Road Safety Authority

Backup: Karnataka State Police (Traffic)

Funding model

Annual cost band: ₹400–600 cr / year (capital + enforcement combined)

Source: State Budget Urban head; Helmet Programme Fund share (Vol III App E Sec. E.6); Centre share.

Payment trigger: Per-blackspot redesign completion + per-incident outcome data.

KPIs

• Road fatalities — urban Karnataka — baseline: Material; F: Baselined per ward; Helmet Programme live; B: -30% vs Foundations; C: -60% vs Foundations.
• Serious injuries — urban Karnataka — baseline: Material; F: Baselined; B: -30%; C: -60%.
• Blackspots redesigned to standard — baseline: Partial; F: ≥50%; B: 100%; C: Continuous redesign as data evolves.

Standard risk controls

• Risk: Quick-fix signage substituted for redesign. Safeguard: Independent audit pre/post intervention; redesign vs signage classified.
• Risk: Enforcement-side abuse on speed cameras. Safeguard: Transparent fine-disposition data; appeal pathway; revenue not retained by enforcers.
• Risk: Sub-standard materials in pavement contracts. Safeguard: Lab testing; App C RF-E-04/E-06; rotated inspectors.

Dependencies

• Vol I Ch 5 + Vol III App E.
• App H sheets H.011 (School Transport Safety), H.021 (Trauma), H.041, H.082 (Heat-action).

Problem

Karnataka cities depend on street vendors yet treat them as illegal. Periodic eviction cycles destroy livelihoods and recreate the problem.

Program design

Designated vending zones under the Street Vendors Act, 2014.
Vendor registration + ID + grievance pathway on the spine.
Market infrastructure upgrades with sanitation, water, lighting.
Recognition through the Town Vending Committees with worker representation.

Owning agency

Lead: the Greater Bengaluru Authority and the five Bengaluru city corporations + tier-2 Municipal Corporations

Backup: Karnataka State Town Vending Committee Apex Body

Funding model

Annual cost band: ₹200–300 cr / year (capital + administration)

Source: State Budget Urban head; vendor user-fees with subsidies; central convergence.

Payment trigger: Per-vendor registration + per-market upgrade evidence.

KPIs

• Registered + ID’d vendor count — baseline: Partial; F: Major-city completeness; B: Statewide completeness; C: Sustained with portability for migrants.
• Vending-zone availability per market area — baseline: Patchy; F: Baselined; B: Material expansion; C: Universal in identified clusters.
• Eviction complaints resolved within SLA — baseline: (new); F: ≥70%; B: ≥90%; C: ≥95%.

Standard risk controls

• Risk: Corruption in zone allocation. Safeguard: Transparent allocation rules; Town Vending Committee with worker representation; appeal pathway.
• Risk: Big-format-retail lobby pressure. Safeguard: Statutory rights under Act; published enforcement data; Vol III Ch 19 independent oversight.
• Risk: Police harassment cycle. Safeguard: Joint protocol; Grievance Justice Authority remedy; police behavioural standards (sheet H.099).

Dependencies

• App H sheets H.052 (Urban Poverty Case Management), H.171 (Migrant Workers).

Problem

Bengaluru’s annual mean PM2.5 routinely exceeds WHO interim targets; other Karnataka cities face episodic spikes. Air pollution shortens lives and worsens disease burden.

Program design

Air-quality monitoring expansion (sheet H.078).
Source-control: transport (sheet H.053 EV fleet), waste burning, dust, industrial.
Heat + air co-benefits (sheet H.082).
Public dashboard with health-action thresholds.

Owning agency

Lead: Karnataka State Pollution Control Board

Backup: the Greater Bengaluru Authority and the five Bengaluru city corporations + tier-2 Municipal Corporations + Transport Dept.

Funding model

Annual cost band: ₹250–400 cr / year (mitigation + monitoring, urban combined)

Source: State Budget; polluter-pays receipts; NCAP central share.

Payment trigger: Per-month AQI data + mitigation-action completion evidence.

KPIs

• Annual mean PM2.5 — Bengaluru — baseline: Above WHO interim; F: Monitoring expanded; baseline confirmed; B: Trajectory below interim; C: Significantly below interim.
• Annual mean PM2.5 — tier-2 cities — baseline: Variable; F: Monitoring statewide; B: Trajectory below interim; C: Significantly below interim.
• Days exceeding AQI 200 per city per year — baseline: Numerous; F: Baselined; B: Material decline; C: Sustained low.

Standard risk controls

• Risk: Monitoring-data tampering. Safeguard: Independent calibration audits; published per-station data.
• Risk: Industrial-source enforcement capture. Safeguard: Real-time emissions monitoring (sheet H.079) + polluter-pays; rotated inspectors.
• Risk: Symbolic actions without source-share match. Safeguard: Source-apportionment study published; actions weighted to source-share.

Dependencies

• App H sheets H.053, H.078, H.079, H.082.

Problem

Karnataka cities have lost ground on public spaces — parks, plazas, library forecourts, culture corridors. The city becomes private real estate by default.

Program design

Public-space inventory + protection on the Asset Registry.
Designed public events through municipal calendars without partisan content.
Culture corridors connecting heritage with daily use (markets, libraries, theatres).
Inclusive design — accessibility, women’s safety, anti-harassment.

Owning agency

Lead: the Greater Bengaluru Authority and the five Bengaluru city corporations + tier-2 Municipal Corporations + Department of Kannada & Culture

Backup: Karnataka Lalithakala Academy + Karnataka Sangeetha Nritya Academy

Funding model

Annual cost band: ₹200–350 cr / year (statewide)

Source: State Budget; partnerships (no editorial influence).

Payment trigger: Per-space designation + maintenance evidence + event log.

KPIs

• Public-space area per resident — baseline: Variable; F: Baselined per city; B: Rising trajectory; C: At/above WHO floor.
• Inclusion-audited public spaces — baseline: (new); F: ≥60%; B: ≥90%; C: 100%.
• Documented harassment incidents in public spaces — baseline: Under-reported; F: Reporting matured; B: Decline alongside response infrastructure; C: Sustained low with appeal pathway.

Standard risk controls

• Risk: Land-grab pressure on public spaces. Safeguard: Asset Registry protection; independent inventory; published encroachment registry.
• Risk: Cultural programming captured by partisan content. Safeguard: Non-partisan content governance pattern (Vol III Ch 21 safeguard 1).
• Risk: Exclusion by gender, caste, language. Safeguard: Inclusion safeguards (sheets H.170, H.174, H.175).

Dependencies

• App H sheets H.037, H.014 (Libraries), H.082, H.083.

Problem

Karnataka’s building permissions are slow, opaque, and a fertile site for rent-seeking. Safety standards are inconsistently enforced; informal construction recurs.

Program design

Single-window online permissions on the spine; published SLA per permission class.
Tiered self-certification with risk-proportional inspection.
Safety-standard enforcement; structural / fire / accessibility audits.
Public records of permissions issued + any deviation actions.

Owning agency

Lead: the Greater Bengaluru Authority and the five Bengaluru city corporations + tier-2 Municipal Corporations + Karnataka Real Estate Regulatory Authority

Backup: Department of Urban Development

Funding model

Annual cost band: ₹150–220 cr / year (platform + inspection capacity)

Source: State Budget; permission fees; cost recovery from inspections.

Payment trigger: Per-permission decision + inspection record + grievance disposition.

KPIs

• Median permission-decision time — baseline: Slow; F: ≤30 days low-risk; ≤60 days high-risk; B: ≤14 / ≤45; C: ≤7 / ≤30.
• Inspection coverage of high-risk permissions — baseline: Patchy; F: ≥70%; B: ≥95%; C: 100%.
• Permission-decision grievance resolution within SLA — baseline: (new); F: ≥70%; B: ≥90%; C: ≥95% with appeal pathway.

Standard risk controls

• Risk: Self-certification abuse. Safeguard: Sample audit; revocation on falsification; offender registry.
• Risk: Inspector capture. Safeguard: Rotation; conflict-of-interest register (Vol I Sec. 1.7 #7); sample re-inspection.
• Risk: Big-builder lobby pressure on safety standards. Safeguard: Statutory standards; independent peer review on amendments; Vol III Ch 19 oversight.

Dependencies

• App H sheets H.037, H.040, H.046; cross-reference RERA framework.

Problem

Urban poverty in Karnataka cities is multi-dimensional and dynamic; existing welfare delivery rarely sees the whole household. Vulnerable households fall through the seams.

Program design

Urban Vulnerability Case File on the spine (alignment with sheet H.166).
Support package across schemes triggered proactively.
Ward-level Urban Poverty Coordinator (analogous to District Inclusion Coordinator).
Outcome follow-up until criteria met.

Owning agency

Lead: Department of Urban Development + Karnataka Slum Development Board

Backup: Karnataka State Urban Poverty Alleviation Committee

Funding model

Annual cost band: ₹350–500 cr / year

Source: State Budget; DAY-NULM + central convergence.

Payment trigger: Per-household case opening + closure with verified outcome.

KPIs

• Identified vulnerable households on the spine — baseline: (new); F: Baselined per city; B: ≥80% identified; C: ≥95% with proactive enrolment.
• Cross-scheme support package activation — baseline: (new); F: Pilot ≥70% of cases; B: Statewide ≥90%; C: Universal.
• Case closure with positive outcome — baseline: (new); F: ≥50%; B: ≥75%; C: ≥85%.

Standard risk controls

• Risk: Surveillance creep. Safeguard: Citizen Data Trust review of indicators; minimum-data principle; opt-out for non-eligibility.
• Risk: Caste/community gatekeeping. Safeguard: Inclusion-audit (sheet H.180); Equity audit on outcomes (sheet H.204).
• Risk: Coordinator workload overload. Safeguard: Workload caps; cadre strengthening; peer-supervision.

Dependencies

• App H sheets H.166, H.167, H.040, H.171.

Problem

Karnataka city operations (buses, garbage trucks, water tankers) run mostly on diesel — costly and polluting. The transition to electric is technically feasible at scale but financially complex.

Program design

Phased electrification of BMTC + KSRTC city services and municipal garbage fleets.
Depot charging infrastructure (sheet H.077 alignment).
Battery-as-a-service or gross-cost-contract operating model.
Cradle-to-grave battery management.

Owning agency

Lead: BMTC + KSRTC + the Greater Bengaluru Authority and the five Bengaluru city corporations + tier-2 Municipal Corporations

Backup: Department of Transport + KSPCB

Funding model

Annual cost band: ₹800–1,200 cr / year (capital + operating differential)

Source: State Budget + Centre share + multilateral debt; carbon-finance receipts where available.

Payment trigger: Per-vehicle commissioning + operating-cost outturn.

KPIs

• Share of electric in city-bus fleet — baseline: Modest; F: ≥25% in major cities; B: ≥60%; C: ≥90%.
• Share of electric in municipal-fleet (garbage, water) — baseline: Low; F: ≥20%; B: ≥60%; C: ≥90%.
• Operating cost per km vs diesel benchmark — baseline: (baseline diesel); F: Baselined; B: ≤90% of diesel; C: ≤75%.

Standard risk controls

• Risk: Vendor lock-in on charging or battery. Safeguard: Open API; standards-based interfaces; multi-vendor contracts.
• Risk: Battery-disposal externalities. Safeguard: Statewide EPR; cradle-to-grave tracking; circular-economy partnerships.
• Risk: Inadequate depot capacity slowing rollout. Safeguard: Depot capacity master-plan in advance of vehicle procurement.

Dependencies

• App H sheets H.041, H.077 (EV Charging Network), H.078 (Air), H.049.

Problem

Karnataka residents have little continuous visibility into their city’s performance. Reactive accountability replaces continuous accountability.

Program design

Public ward-level dashboards covering services (water, waste, mobility, roads, streetlights).
Grievance pathway integrated with the dashboards.
Comparative views across wards within a city and across cities.
Open data feeds for civic-tech reuse.

Owning agency

Lead: the Greater Bengaluru Authority and the five Bengaluru city corporations + tier-2 Municipal Corporations

Backup: Karnataka State Information Commission (transparency oversight)

Funding model

Annual cost band: ₹60–100 cr / year (platform + maintenance)

Source: State Budget; convergence with Open Ledger publication.

Payment trigger: Per-month dashboard refresh + per-grievance disposition.

KPIs

• Ward coverage on Citizen City Dashboard — baseline: Limited (Bengaluru-centric); F: All wards in 3 cities; B: All wards statewide; C: Continuous + comparator views.
• Dashboard sessions per city per month — baseline: (new); F: Baselined; B: Rising trajectory; C: Routine use as civic reference.
• Grievance resolution within SLA via dashboard route — baseline: (new); F: ≥70%; B: ≥90%; C: ≥95% with appeal pathway.

Standard risk controls

• Risk: Dashboard vanity (pretty, unused). Safeguard: Rating-triggered audits (Vol I Sec. 1.7 #8); UX evaluation; civic-tech open-data reuse.
• Risk: Data publication revealing patterns harmful to vulnerable residents. Safeguard: Aggregation rules; Citizen Data Trust certification.
• Risk: Selective publication. Safeguard: Public Information Charter compliance (sheet H.181); KIC oversight.

Dependencies

• App H sheets H.183 (Open Data Portal), H.181 (Public Information Charter), H.108 (Justice Data Publication).

H.217 — Road Safety Programme

Problem

Karnataka recorded roughly 12,000 road deaths in FY 2024-25. Pedestrian fatalities concentrated on poorly-designed urban arteries; blackspots persist for years without remediation; drunk-driving enforcement is patchy; the existing helmet programme is undermined by both ownership-checks and inconsistent fining at the constable level.

Program design

Halve road deaths to 6,000/yr by Year 5; zero school-zone deaths; zero pedestrian deaths on state-maintained urban roads.
Pedestrian-first urban road design with reclaimed footpaths (Land Acquisition Act used to widen where right-of-way is constrained).
Zero blackspots by end of Year 1 with published inventory, audit, and remediation status on Open Ledger.
Golden-hour trauma care available statewide by Year 5 with state-funded ambulance fleet and district trauma centres.
Tech-heavy enforcement: ANPR at every signal by Year 3, body cameras on every traffic constable by Year 2, automated challan.
Selective cycle priority only — inside tech parks and identified safe corridors, not blanket urban-wide.

Owning agency

Lead: Karnataka Police (Traffic) + State Health Dept (Trauma Care) + PWD (Road infrastructure)

Backup: the Greater Bengaluru Authority and the five Bengaluru city corporations + tier-2 Municipal Corporations + State Works Corps (Urban wing)

Funding model

Annual cost band: ₹6,000–8,000 cr / year statewide (combined road-safety capex + trauma operations)

Source: Road Safety & Trauma Care Fund (helmet fines + state-manufactured helmet sale margin) AS SUPPLEMENTARY INFLOW; state-budget Cities + Health heads AS PRIMARY FUNDER; 1% road-CAPEX ringfence for safety as floor

Payment trigger: Per-blackspot remediation completion + monthly ambulance response-time tracking + trauma centre patient outcomes

KPIs

• Road deaths per 100,000 population — baseline: ~17 (FY25); F: ≤14; B: ≤10; C: ≤8.
• Blackspots closed within Year 1 — baseline: ~0%; F: 100% identified + audited; B: 100% remediated; C: zero new blackspots formed.
• Golden-hour ambulance coverage of state-maintained roads — baseline: <30%; F: ≥50%; B: ≥80%; C: 100%.

Standard risk controls

• Risk: Compulsory land acquisition triggers political backlash. Safeguard: full statutory compensation + R&R per Land Acquisition Act 2013; senior-advocate opinion published before launch (Vol III App I Sec. I.7).
• Risk: ANPR + body-cam infrastructure becomes mass surveillance. Safeguard: Vol I Ch 6 Citizen Data Trust + 30-day rolling retention with strict access controls + App I I.4.2 mitigations.
• Risk: Trauma centres staffed at announcement but degrade in 2-3 years. Safeguard: 10-year operating budget pre-locked at construction; annual independent quality audit on Open Ledger.

Dependencies

• Vol I Ch 5 (Helmet Programme); Vol I Ch 6 (Citizen Data Trust); Vol II Ch 8 (Health — trauma capacity).
• Vol III App E (Helmet unit economics); Vol III App I (legal-implementability Sec. I.4 + new Public-Footpath LAA statute); Vol III App J (Cities CAPEX line).

H.218 — 100% CCTV Coverage with civil-liberties rails

Problem

Karnataka has piecemeal CCTV across districts with no unified governance, no published retention policy, no access control framework, and no mechanism to transfer evidence to judicial custody. Coverage gaps coexist with potential surveillance overreach.

Program design

100% state-installed CCTV deployed on a published necessity- and risk-based assessment across public streets, government offices, transit nodes and markets by Year 5, with a public camera register and declared exclusion zones.
Live AI incident-detection at a central monitoring hub — accidents, fights, falls, fire ONLY (no facial recognition, no person tracking, no behavioural profiling).
AI phased — selected high-priority cameras Y1-2; goal of all cameras by Year 5.
30-day rolling default retention, extended only on a case-file flag. Active-investigation footage retained until investigation closes.
Court-admitted evidence: custody transfers to Justice Dept Electronic Evidence Vault (the producing agency thereafter retains only metadata + pointer).
Facial recognition BANNED for ordinary ops; allowed only for active investigations under magistrate order, missing children/seniors in 72hrs, declared emergencies.
Statutory CCTV Authority with independent board; joint complaint jurisdiction with Citizen Data Trust ombudsperson.

Owning agency

Lead: Karnataka CCTV Authority (statutory, established under new Karnataka CCTV Code of Practice Act)

Backup: Karnataka Police + Citizen Data Trust ombudsperson (joint complaint pathway) + Justice Dept (Electronic Evidence Vault custody)

Funding model

Annual cost band: ₹4,500–5,500 cr / year statewide (cameras + AI compute + central monitoring hub + Electronic Evidence Vault build + operations)

Source: State Budget Cities + Justice + Cybersecurity heads; central-scheme co-financing under Smart Cities + Safe City Project

Payment trigger: Live camera operational status + monthly audit of access logs + quarterly AI accuracy + false-positive rate publication

KPIs

• Camera operational uptime — baseline: ~70-80%; F: ≥90%; B: ≥95%; C: ≥99%.
• AI false-positive rate per ticket category — baseline: (new); F: published quarterly; B: ≤15% across categories; C: ≤5%.
• Citizen Right-to-Self-Footage requests resolved within 30 days — baseline: (new); F: ≥80%; B: ≥95%; C: 100% with median response 7 days.

Standard risk controls

• Risk: Mission creep into person-tracking or predictive policing. Safeguard: AI-Use Register (Vol I Ch 6) with public categories; new-category approval requires CCTV Authority + Citizen Data Trust; annual independent audit on Open Ledger.
• Risk: Footage tampering by producing agency. Safeguard: Electronic Evidence Vault custody-transfer at court admission (Vol II Ch 12 + Karnataka Electronic Evidence Vault Act in App I).
• Risk: Authority captured by police interests. Safeguard: independent board (Vol I Ch 6 standard) with civil-society + technologist + citizen members; annual Legislative Assembly report.

Dependencies

• Vol I Ch 6 (Citizen Data Trust + AI-Use Register); Vol II Ch 9 Sec. 9.6.8; Vol II Ch 12 (Electronic Evidence Vault).
• Vol III App I (Sec. I.4.2 CCTV row updated + Karnataka CCTV Code of Practice Act + Karnataka Electronic Evidence Vault Act).

H.219 — Public Toilet Network — state-built, state-operated, citizen-rated

Problem

Karnataka’s existing public toilet infrastructure is patchy, often unusable, gendered design is uneven, sanitation worker exploitation is rampant under contracted-operator models, and the ’built and abandoned’ pattern repeats every cycle.

Program design

Demand-led siting with 800m walking-distance safety net per ward; styles matched to site per Karnataka Toilet Code.
Four toilet styles: Basic (water only), Standard (gendered), Full (pads, baby-changing, accessibility), Unisex (very low traffic).
Free for everyone — state pays operating cost; public-health entitlement not fee-for-service.
State-built AND state-operated end-to-end (no contractors).
Cleaning teams: 2 workers + small van + high-pressure water pump; fixed rotation + JANATA geo-tagged tickets between visits.
Sanitation workers as PERMANENT STATE EMPLOYEES with +20% wage, full PPE, health insurance, pension, twice-annual health, mechanisation mandate.
10-year operating budget locked at construction via legislative appropriation.
Entrance-only CCTV at high-footfall locations (NEVER inside any block under any framing).

Owning agency

Lead: the Greater Bengaluru Authority and the five Bengaluru city corporations + tier-2 Municipal Corporations (build + ownership); Karnataka Sanitation Authority (new statutory body, operations)

Backup: State Health Dept (sanitation worker health) + Citizen Data Trust ombudsperson (worker grievance pathway)

Funding model

Annual cost band: ₹2,500–3,500 cr / year statewide (build + operations + worker compensation)

Source: State Budget Cities + Health heads; central-scheme co-financing under Swachh Bharat Urban Mission

Payment trigger: Per-block operating-status live on Open Ledger; team-rotation evidence; citizen-rating dashboard live on JANATA

KPIs

• Wards with ≥1 operational public toilet within 800m of any habitation — baseline: <30%; F: 100% of identified-need wards; B: 100% across all wards; C: live-updated continuously.
• Citizen cleanliness rating (median) — baseline: (new); F: ≥3.5/5; B: ≥4.2/5; C: ≥4.5/5.
• Worker mechanisation rate (tasks done without manual contact with waste) — baseline: <20%; F: ≥60%; B: ≥90%; C: 100%.

Standard risk controls

• Risk: Contracted-operator drift back into the model. Safeguard: Karnataka Sanitation Authority Act mandates direct state employment of workers; any contracting requires legislative amendment.
• Risk: 10-year operating budget cut by future government. Safeguard: budget locked via legislative appropriation (App I durability statute pattern); requires Legislative Assembly vote to alter.
• Risk: Sanitation worker grievances suppressed by supervisors. Safeguard: direct pathway to Citizen Data Trust ombudsperson bypasses supervisor chain; annual independent audit.

Dependencies

• Vol II Ch 9 Sec. 9.6.9; Vol II Ch 8 (Health — public-health link); Vol II Ch 16 + Ch 18 (caste-stigma protections); Vol II Ch 13 (rural toilet network extension).
• Vol III App I (Karnataka Sanitation Workers Protection and Mechanisation Act); Vol III App J (Cities CAPEX + OPEX lines).

H.220 — Five Amenities Flagship (urban)

Problem

Karnataka’s urban basic-amenity coverage is patchy. Piped drinking water reaches ~70% of urban habitations with variable supply hours. Sewage networks are incomplete in tier-2 and tier-3 cities. Electricity coverage is broad but reliability inconsistent. Public transport access varies by ward. Broadband is treated as commercial infrastructure rather than a basic amenity.

Program design

Universal piped drinking water by Year 5 with IS 10500 compliance, 8 hrs/day lifeline supply, 24x7 in tier-1+2 by Year 7.
Karnataka Wastewater Plan — locally determined (centralised vs decentralised per zone), citizen consulted, Open Ledger published BEFORE construction.
Universal residential electricity connection by end Year 1; reliability standard by Year 3 (≤4 hrs unplanned outage/month).
Public transport access per Karnataka Public Transport Access Standard — demand-led per zone, NOT flat distance target.
Universal digital connectivity (fibre or 4G/5G) by Year 5; state-built fibre backbone, regulated last-mile.
CONSISTENCY PRINCIPLE: free only for survival essentials (20L water/person/day); paid for infrastructure use including BPL households; targeted means-tested subsidies (e.g., travel pass) not blanket free quotas.

Owning agency

Lead: Karnataka Urban Development Dept (water + sewage) + KPTCL/BESCOM (electricity) + KSRTC + BMTC (transport) + Karnataka Digital Authority (broadband)

Backup: the Greater Bengaluru Authority and the five Bengaluru city corporations + tier-2 Municipal Corporations (urban delivery) + State Works Corps (build)

Funding model

Annual cost band: ₹40,000–60,000 cr over 5 years (urban share; rural in App H Rural)

Source: State Budget Cities + Energy + Transport + Cybersecurity heads; central-scheme co-financing (Jal Jeevan, AMRUT, PMAY, BharatNet, etc.)

Payment trigger: Per-habitation connection status + per-zone supply-hour standards + reliability rolling-30-day metric on Open Ledger

KPIs

• Urban habitations with piped drinking water connection — baseline: ~70%; F: ≥85%; B: ≥95%; C: 100%.
• Tier-1/2 cities with 24x7 water supply — baseline: <10%; F: 2 cities pilot; B: ≥50%; C: 100%.
• Urban habitations with universal-coverage broadband (fibre or 4G/5G) — baseline: ~80%; F: ≥90%; B: ≥98%; C: 100%.

Standard risk controls

• Risk: ’Free for survival’ principle eroded by political pressure for free electricity. Safeguard: Vol I Ch 4 Sec. 4.4a Consistency Principle is a chapter-level commitment; tariff structure published; any change requires Vol II Ch 9 + Vol I Ch 4 amendment.
• Risk: Wastewater Plan rushed through without genuine consultation. Safeguard: Vol III App B B.X Hard-gated Planning Discipline requires audit certification before construction can begin.
• Risk: Last-mile broadband delivered by capture-prone single private operator. Safeguard: regulated multi-operator last-mile under Karnataka Digital Authority licence with rotation and conflict-of-interest protections.

Dependencies

• Vol I Ch 4 (Sec. 4.4a Consistency Principle); Vol II Ch 9 Sec. 9.6.10; Vol II Ch 13 (Rural extension); Vol III App B (B.X Hard-gated Planning Discipline).
• Vol III App J (Cities CAPEX line — largest individual driver of the revision).

H.221 — Structural Rebuild Programme (urban, Year 1-5)

Problem

Karnataka’s urban underground infrastructure — water mains, sewage networks, electricity cables, telecom — was laid in patches over decades with inconsistent quality and incomplete records. Roads are dug up repeatedly for utility access. Cables sag overhead. The Deep Clean (Sec. 9.6.5) is a surface intervention; the Structural Rebuild fixes the underground.

Program design

10-year programme rebuilding roads + underground utilities + cables + pavements; Year 1-5 share covers tier-1 + tier-2 ward-by-ward and first cohort of villages.
Tier-1: 4-6 parallel teams per city (spread across non-adjacent wards). Tier-2: 2-3 teams. Tier-3: 1 rotating team. Each team ~100+ workers — meaningful direct employment.
7-15 days per ward window. Bengaluru completes in ~4-5 years (was ~9 with single-team sequential).
Public infrastructure only; fair compensation for incidental damage to private frontage under Land Acquisition Act 2013.
EVERY ward / town / village plan published on Open Ledger + consulted at ward/panchayat level BEFORE construction (Vol III App B B.X hard gate).
Live status on JANATA + citizen tickets through SLA window; asset handoff to Asset Maintenance Corps (Sec. 9.2).

Owning agency

Lead: Karnataka Urban Development Dept + State Works Corps (Urban wing)

Backup: the Greater Bengaluru Authority and the five Bengaluru city corporations + tier-2 and tier-3 Municipal Corporations + Karnataka Public-Footpath Compulsory Land Acquisition Authority (LAA implementation)

Funding model

Annual cost band: ₹10,000–16,000 cr / year statewide (urban Y1-5 share); roughly ₹50,000 cr total over 5 years for urban

Source: State Budget Cities + Urban Development heads; central-scheme co-financing (AMRUT 2.0, Smart Cities tail-end); legislatively-appropriated 5-year capital tranche

Payment trigger: Per-ward construction status + 100+ worker team rosters on Open Ledger + post-window asset handoff certification

KPIs

• Tier-1 wards completed — baseline: 0; F: 25% of tier-1; B: 65%; C: 100%.
• Tier-2 wards completed — baseline: 0; F: 35% of tier-2; B: 75%; C: 100%.
• Citizen ticket resolution within SLA during active window — baseline: (new); F: ≥80%; B: ≥95%; C: ≥99%.

Standard risk controls

• Risk: Sequencing capture (favouring connected wards). Safeguard: Vol III App B B.X requires demand-survey + condition-assessment criteria published; deviations flagged.
• Risk: Subcontractor cascade reduces state-team control. Safeguard: Karnataka Sanitation/Works Corps Authority directly employs workers; subcontracting tightly restricted.
• Risk: Land-acquisition disputes delay construction. Safeguard: Karnataka Public-Footpath LAA Notification (new statute, Vol III App I) provides streamlined-but-fair process.

Dependencies

• Vol II Ch 9 Sec. 9.6.6 (Structural Rebuild Programme); Vol II Ch 13 (Rural Infrastructure Refresh extension to villages).
• Vol III App B (B.X Hard-gated Planning Discipline); Vol III App I (Public-Footpath LAA); Vol III App J (Cities CAPEX line largest single driver).

H.227 — Public Dustbin Network + Citizen Responsibilities + Env Crime Act enforcement

Problem

Post-Deep-Clean cities accumulate litter again within weeks. Without an ongoing dustbin install + maintenance commitment and citizen-side responsibility framework, Deep Clean gains are reversible.

Program design

Coverage: every public street, transit node, market, government building, public park, PHC entrance, educational-institution surrounding by Year 5.
Citizens raise install tickets via JANATA (geo-tagged photo) → 48-hour install commitment by City Asset Maintenance Corps.
Same colour-coded RFID-tagged segregated dustbin spec as Deep Clean (Sec. 9.6.5).
City Asset Maintenance Corps runs fixed-rotation maintenance + responds to JANATA cleaning tickets.
Environmental Crime Act (Vol II Ch 11) applies post-Deep-Clean ward-by-ward in first 12 months, state-wide from Year 2.
Penalty: first few offences fineable, repeated offences citizen-choice between community-service hours OR lockup time — both AI-monitored.
Civic-sense education through KPB + mandatory community service + class-5+ curriculum module + public-space signage.

Owning agency

Lead: City Asset Maintenance Corps (Cities sector, Vol II Ch 9 Sec. 9.2)

Backup: the Greater Bengaluru Authority and the five Bengaluru city corporations + tier-2/3 Municipal Corporations + State Health Dept (waste segregation) + Karnataka CCTV Authority (Env Crime Act enforcement infra)

Funding model

Annual cost band: ₹1,200–1,800 cr / year statewide (dustbin install + ongoing maintenance + Env Crime Act enforcement infrastructure)

Source: State Budget Cities head; Swachh Bharat Urban Mission co-financing for dustbin install phase

Payment trigger: Per-bin install + maintenance event log on Open Ledger + JANATA citizen-ticket SLA tracking

KPIs

• Public-space dustbin coverage — baseline: post-Deep-Clean cohort coverage; F: ≥70% of all eligible sites; B: ≥95%; C: 100%.
• JANATA install-ticket median resolution time — baseline: (new); F: ≤72 hours; B: ≤48 hours; C: ≤24 hours.
• Source-segregation rate at network bins — baseline: <40%; F: ≥60%; B: ≥85%; C: ≥95%.

Standard risk controls

• Risk: AI-monitored compliance becomes mass surveillance. Safeguard: Karnataka Custody and Community-Service Surveillance Act limits scope to compliance verification only; Citizen Data Trust ombudsperson oversight; quarterly audit on Open Ledger.
• Risk: Env Crime Act enforcement weaponised against poor or marginalised citizens. Safeguard: non-regressive fine calibration; citizen-choice of community service over lockup; harassment-risk safeguards on citizen-reported challans; Grievance Justice Authority appeal pathway.
• Risk: Per-bin maintenance contracts captured by single vendor. Safeguard: Vol III App C red-flag rules; concentration audit; rotation; per-bin unit cost on Open Ledger.

Dependencies

• Vol II Ch 9 Sec. 9.6.5 (Deep Clean — initial install), Sec. 9.6.11 (Public Dustbin Network canonical); Sec. 9.6.8 (100% CCTV + AI live monitoring infrastructure).
• Vol II Ch 11 Sec. 11.6.1 (Karnataka Environmental Crime Act); Vol II Ch 7 Sec. 7.4.10 (civic-sense module); Vol I Ch 6 (Citizen Data Trust governance).
• Vol III App I (new statutes: Karnataka Environmental Crime Act + Karnataka Custody and Community-Service Surveillance Act); Vol III App J (Cities CAPEX + OPEX lines).

Architecture cross-reference

Architecture cross-reference — sector sheets to architectural sheets

Each program sheet in this sector references the operating architecture defined in Vol I Ch 2 and App H CyberDPI sheets H.230–H.233. Specifically: financial flows from this sector’s programs are published through the Open Ledger (sector-specific data fields per App D) anchored to KSSL (sheet H.230). Time-series outcome data and sector dashboards are published on the Karnataka Open Data Portal (sheet H.233). Personal data flows (where applicable) are governed by the Citizen Consent Ledger (sheet H.232). Security audit and incident response across this sector’s systems falls under the statutory CSOC (sheet H.231).

H.234 — Karnataka Digital Twin (KDT)

Problem

Karnataka has no consolidated 3D record of its own cities, towns, villages, or road networks. Every new road project rediscovers the same buried water mains; every new building tender lacks current accurate ground geometry; citizens cannot see what their ward is going to look like after a state-funded project. Planning is paper-based, fragmented across departments, and not refreshed.

Program design

State-owned full digital twin of Karnataka — cities + towns + villages + road networks — with geometry + utilities + elevation + building footprints. Built and operated by a new Karnataka Digital Twin Authority (KDTA) under the Karnataka Digital Twin Authority Act (Vol III App I). In-house Karnataka Digital Twin Cadre operates from four regional centres (Bengaluru / Belagavi / Mysuru / Kalaburagi); open-source toolchain throughout (CesiumJS, OpenDroneMap, PostGIS). Closed-by-default raw data with logged access for empanelled departments + audit firms + academic partners. Public-facing surface is mandatory before/after 3D-animation videos (cost ≥ ₹1 crore OR road closure > 24h OR underground utility work > 100m OR new public building).

Owning agency

Lead: Karnataka Digital Twin Authority (KDTA), new statutory body. Independent board with civil-society + technical members + retired engineer-in-chief Chair + Director Town & Country Planning ex-officio. Department of Town & Country Planning implements; KDTA governs.

Funding model

CAPEX ~₹6,000 cr over 5 years: ~₹2,000 cr drone fleet + LiDAR + survey vehicles + GPR; ~₹1,500 cr data-centre + DR + petabyte storage; ~₹1,500 cr cadre development + training; ~₹700 cr video-production cell + open kiosks; ~₹300 cr audits + Survey of India MoU.

Annual cost band: ₹750–850 cr / year (KDTA secretariat + 4 regional centres + cloud + ongoing surveys + video output) by Year 5.

Source: State Budget — Town & Country Planning + IT Department; convergence with Cities CAPEX where KDT enables Structural Rebuild / Road Safety / CCTV planning.

Payment trigger: Per-ward survey completion + data-quality audit pass; per-video published + civil-society oversight clearance; quarterly KDTA transparency-report publication.

KPIs

• Cities ward-by-ward KDT coverage — baseline: 0; F: 30-ward Bengaluru pilot; B: all tier-1 + tier-2 city wards; C: 100% of urban Karnataka wards.
• Towns covered — baseline: 0; F: 5 town pilots; B: all tier-3 + tier-4 towns; C: same.
• Village road network coverage — baseline: 0; F: 10 demo districts; B: 75% of villages; C: 100%.
• Village full digital twin (habitations + utilities + buildings) — baseline: 0; F: pilot habitation layer; B: utility crossings statewide; C: 100% village building footprints.
• Mandatory before/after videos published per year — baseline: 0; F: Bengaluru pilot wards only; B: ~5,000/year statewide; C: ~5,000/year sustained, civil-society oversight clearance ≥ 99%.
• Cadre headcount — baseline: 0; F: 200 cadre members; B: 1,500; C: 2,500 sustained.
• KDT-integrated tenders — baseline: 0; F: pilot-ward projects; B: 50% of state-funded construction tenders; C: 100% (statutory requirement).

Standard risk controls

• Risk: Concentration of survey contracts in 1-2 large vendors before in-house cadre is ready. Safeguard: 30% per-vendor ceiling on Year-1 contracted volume; in-house cadre takeover hard-coded into the procurement schedule.
• Risk: Sensitive utility data leakage via access tier breach. Safeguard: closed-by-default access; no-onward-distribution clause with empanelment-cancelling teeth; quarterly access-pattern audit; immutable spine log of every access.
• Risk: Civil-liberties concerns about state-operated drones for building-footprint capture. Safeguard: published drone-operations schedule, public-notice rule before flight (48h advance), no interior or window-level capture, residents can flag exclusion requests reviewed by KDTA + Citizen Data Trust.
• Risk: Before/after videos used as misleading marketing. Safeguard: civil-society oversight panel reviews edits before publication; Grievance Justice Authority handles complaints about omitted projects or misleading framing; videos auto-include current project cost + delay status + the delivery team (or contractor, where one is exceptionally used) and the engineer who signed off, drawn from the Open Ledger.
• Risk: Commercial misuse of KDT data. Safeguard: statutory bar on sale, licensing, or any commercial exploitation; no academic / partner secondary distribution.

Dependencies

• Karnataka Digital Twin Authority Act passage (Year 1) — Vol III App I Sec. I.4.
• Drone bodies + battery packs from State Manufacturing Catalog (Vol 0 addendum) from Year 3.
• Survey of India MoU for cadastral + topographic base.
• ITI + university partnerships for cadre throughput from Year 2.
• Integration with departmental project-planning systems mandatory by Year 4.
• Vol II Ch 9 Sec. 9.6.6 (Structural Rebuild — sequencing alignment), Sec. 9.6.7 (Road Safety), Sec. 9.6.8 (100% CCTV); Vol II Ch 13 (Rural — village twin); Vol III App J Sec. J.3 (CAPEX).

H.037 — CITIES — City Asset Register + Maintenance Corps

H.038 — CITIES — Stormwater & Flood Prevention Mission

H.039 — CITIES — Solid Waste: Segregate → Process → Reduce

H.040 — CITIES — Affordable Rental Housing for Workers

H.041 — CITIES — Transit-first Mobility (Bus + BRT + Last-mile)

H.042 — CITIES — Regional Commuter Rail & Mobility Hubs

H.043 — CITIES — Metro Expansion with Value Capture

H.044 — CITIES — Inter-district Rapid Transit (10-year vision)

H.045 — CITIES — Water Security: 24×7 with smart metering

H.046 — CITIES — Sewage & Lake Rejuvenation

H.047 — CITIES — Road Safety Urban Design

H.048 — CITIES — Street Vendor Zones & Market Upgrades

H.049 — CITIES — Clean Air Action Plan

H.050 — CITIES — Public Spaces & Culture Corridors

H.051 — CITIES — Single-window Building Permissions with Safety

H.052 — CITIES — Urban Poverty Case Management

H.053 — CITIES — Electric City Fleet (buses, garbage trucks)

H.054 — CITIES — Citizen City Dashboard

← Appendix H — Program Atlas · Appendix H — Program Atlas →

This is a chapter of The People's Model manifesto for Karnataka — published in full for public review. Every claim may be challenged: write to [email protected].