WASH Smart City Initiative — Al Mansour water-meter pilot

🤖 AI-generated summary of the sources below · 🔎 Last verified 2026-08-07 · ◆ 1 sourced claim, none individually verified yet

This overview was generated with AI from the public sources listed below and checked against them before publication. It has not had a complete human fact-check — treat it as a starting point and follow the sources.

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In 2017–18 UNICEF and the Mayoralty of Baghdad piloted smart water meters in the affluent Al Mansour district, installing 149 units mostly in homes. The meters were never networked, so readings still needed a six-monthly site visit. An independent 2021 UNICEF evaluation found the pilot cut neither consumption nor water losses.

Completed 📅 2017–2018

Outcome🪦 Failed

Evidence📊 Independent

what does this mean?

The strongest source is an independent non-academic evaluation: an audit office, a government or EU review, or an NGO. It grades who did the looking — not how well the project went. All four grades →

Run byMayoralty of Baghdad (Amanat Baghdad)

Scale🧪 Pilot

📊 Impact

An independent 2021 evaluation found the pilot delivered no reduction in water consumption or network losses; because the 149 meters were not networked, remote monitoring was impossible and they were still read manually every six months, much like the conventional meters they replaced.

🎓 Lesson

Smart meters without a network or volumetric billing behave like conventional meters — the intelligence lives in the system around the meter (telemetry, billing reform), not the meter itself.

📡 Data & IoT Water

Sources

↗ UNICEF Iraq — Evaluation of the WASH Smart City Initiative Pilot Project in Baghdad (Final Evaluation Report, Sept 2021, Lattanzio KIBS) archived copyIndependent external evaluation; authoritative source for the 149 meters, Al Mansour location, 2017–18 timeline, non-networked design, six-monthly manual reading, and the null result on consumption and losses.

↗ Mayoralty of Baghdad (Amanat Baghdad) — official siteThe municipal authority whose Baghdad Water Department co-ran the pilot and took ownership of the meters after UNICEF's involvement ended.

Continue exploring

Compare this project

🇵🇪 SEDAPAL Smart Water Meters — Remote Shutoff Pilot · Lima Water smart-meter pilots, opposite ends: Lima's meters shut valves remotely (2024); Baghdad's 149 un-networked meters saved nothing. 🇹🇷 ISKI Centralized SCADA Water Balancing Strategy · Istanbul The intelligence lives in the network, not the meter: Istanbul's SCADA cut water losses citywide; Baghdad's isolated meters cut nothing. 🇮🇳 Mumbai Water Distribution Improvement Programme · Mumbai Another water programme that changed nothing: Mumbai's 2014 contract to meter and zone the network died at 18.6% of the work.

Explore the wider context

🏙️ Urban digital twins compared 💧 Water guide 🏙️ Baghdad city profile 📡 Data & IoT projects 📖 District metering area (DMA)📖 Non-revenue water (NRW)📖 Prepaid metering

📎 Cite this project

1001 Smart Cities (2026). “WASH Smart City Initiative — Al Mansour water-meter pilot” — Baghdad, Iraq. The Smart City Atlas. https://1001smartcities.org/projects/baghdad-wash-smart-meters/ (last verified 2026-08-07). Data: CC BY 4.0.

The underlying data is free to reuse with attribution — see the open data page.

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