Section 01
Where the problem happens
Define the service failure before selecting infrastructure.
Infrastructure fails when trained operators, technicians, supervisors and safe work systems are missing.
Training certificates do not prove competent, safe employment.
Required local context
Record state, district, city/block, village/ward or supply zone; season and date; source or asset; affected users; observed service; measurement or sample method; photo/document where safe; and uncertainty. Never imply 100-metre accuracy unless the evidence genuinely supports it.
Data reference table
Evidence Snapshot
Read each value with its reporting period, population and limitations. A historical national reference is not a local baseline or proof that an IFT proposal works.
5 measurement records still need data and a review of their relevance.
| Signal | Reference Value | Period / Population | How to Read It | Source Status |
|---|---|---|---|---|
| Competency certification | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Placement and retention | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Asset uptime | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Worker safety incidents | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Local workforce share | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
Different surveys, administrative records, estimates and reporting years are not interchangeable. No combined IFT score is calculated from these rows.
Evidence coverage and review log (CSV) · Structured evidence register (JSON)
Section 02
Why the problem happens
Test the full source-to-service chain.
Capital projects omit workforce plans
Treat this as a hypothesis until records, field observation, seasonal evidence and credible alternatives are checked.
Contract turnover and low wages
Treat this as a hypothesis until records, field observation, seasonal evidence and credible alternatives are checked.
Hazardous work remains informal
Treat this as a hypothesis until records, field observation, seasonal evidence and credible alternatives are checked.
Training detached from actual assets
Treat this as a hypothesis until records, field observation, seasonal evidence and credible alternatives are checked.
Section 03
How the parts work together
Components that must work together.
Treatment, STP and pump operators
Define the responsible actor, operating standard, input, handoff, maintenance requirement, failure trigger and evidence record.
Plumbers and pipeline technicians
Sewer, septage and sludge workers
Quality, groundwater and leak technicians
Engineers, GIS, data and automation specialists
Train, certify, employ and upskill
Section 04
A solution suited to India
Match intervention to hydrogeology, settlement and service capacity.
Map asset-specific workforce demand.
Use competency assessment and supervised practice.
Enforce PPE, mechanisation and worker rights.
Track placement, retention, incidents and upskilling.
Decision checks
Safety; Water balance; Affordability; Equity; Operations; Ecology; Climate risk; Accountability
Section 05
Roadmap
Diagnose, protect, pilot, measure and institutionalise.
- 0–90 DAYS
- Verify & protect
Confirm the location, affected users, service chain, immediate health or safety risk, responsible agency and existing evidence.
- 3–18 MONTHS
- Controlled pilot
Create one district utility skills academy tied to verified vacancies and contractor standards.
- 1–5+ YEARS
- Durable system
Fund operations, preventive maintenance, skilled teams, monitoring, public reporting, correction pathways and independent evaluation.
Section 06
Results
Measure service and outcomes—not assets alone.
KPI 01
Competency certification
Baseline · target · actual · unit · source · period · distribution
KPI 02
Placement and retention
Baseline · target · actual · unit · source · period · distribution
KPI 03
Asset uptime
Baseline · target · actual · unit · source · period · distribution
KPI 04
Worker safety incidents
Baseline · target · actual · unit · source · period · distribution
KPI 05
Local workforce share
Baseline · target · actual · unit · source · period · distribution
Section 07
Risks and protections
Water interventions can transfer risk across people, places and time.
- Risk: Certificate mills
Prevention · accountable owner · trigger · remedy - Risk: Contractor wage suppression
Prevention · accountable owner · trigger · remedy - Risk: Mechanisation without worker transition
Prevention · accountable owner · trigger · remedy
