Water Technology & Smart Infrastructure
Use sensors and forecasting only where they improve an accountable decision.
Define the service failure before selecting infrastructure.
Technology can produce dashboards without reliable calibration, response teams or maintenance.
Automated decisions can create billing, access or safety errors.
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.
Test the full source-to-service chain.
Procurement before use-case definition
Treat this as a hypothesis until records, field observation, seasonal evidence and credible alternatives are checked.
Sensor drift and connectivity gaps
Treat this as a hypothesis until records, field observation, seasonal evidence and credible alternatives are checked.
Vendor-locked data
Treat this as a hypothesis until records, field observation, seasonal evidence and credible alternatives are checked.
Alerts lack operational ownership
Treat this as a hypothesis until records, field observation, seasonal evidence and credible alternatives are checked.
Components that must work together.
Smart meters and flow sensors
Define the responsible actor, operating standard, input, handoff, maintenance requirement, failure trigger and evidence record.
Quality and pressure sensing
Define the responsible actor, operating standard, input, handoff, maintenance requirement, failure trigger and evidence record.
Leak detection
Define the responsible actor, operating standard, input, handoff, maintenance requirement, failure trigger and evidence record.
Satellite and GIS data
Define the responsible actor, operating standard, input, handoff, maintenance requirement, failure trigger and evidence record.
Groundwater and weather sensors
Define the responsible actor, operating standard, input, handoff, maintenance requirement, failure trigger and evidence record.
AI forecasts, digital twins and alerts
Define the responsible actor, operating standard, input, handoff, maintenance requirement, failure trigger and evidence record.
Match intervention to hydrogeology, settlement and service capacity.
Define decision, accuracy and response SLA first.
Calibrate, audit and flag missing data.
Use open exports and human review.
Budget device lifecycle, security and field verification.
Diagnose, protect, pilot, measure and institutionalise.
Verify & protect
Confirm the location, affected users, service chain, immediate health or safety risk, responsible agency and existing evidence.
Controlled pilot
Instrument one bounded network problem and measure detection-to-repair improvement against manual practice.
Durable system
Fund operations, preventive maintenance, skilled teams, monitoring, public reporting, correction pathways and independent evaluation.
Measure service and outcomes—not assets alone.
Water interventions can transfer risk across people, places and time.
- RiskFaulty billingPrevention · accountable owner · trigger · remedy
- RiskCyberattackPrevention · accountable owner · trigger · remedy
- RiskAutomation replacing judgementPrevention · accountable owner · trigger · remedy