Innovation, Digital & AI

Gravimetry measured total water storage across the Tigris, Euphrates and western Iran falling 27.2 ± 0.6 mm a year between January 2003 and December 2009, 143.6 km³ in all, of which 91.3 ± 10.9 km³ was groundwater.⁷ For the Arabian Peninsula, GRACE and its successor give a groundwater trend of −4.90 ± 0.32 mm a year from April 2002 to June 2023.⁸

Radar interferometry does the same job for the land surface. A 100 m resolution survey of Iran for 2014 to 2020 found about 56,000 km², 3.5% of the country, subsiding, with 3,000 km² sinking faster than 10 cm a year and an estimated 1.7 billion cubic metres a year of depletion from confined and semi-confined aquifers.⁹ Egypt now uses drones, satellite monitoring and AI forecasting inside a digital system that includes electronic groundwater licensing and integrated monitoring and maintenance platforms covering more than 55,000 km of canals and drains.¹⁰

Dubai had installed more than a million smart water meters by June 2024 and announced 100% coverage that July; its analysis centre reads them every 15 minutes and its in-house anomaly system screens the whole fleet in about an hour.⁵ By August 2026 DEWA reported more than 1.1 million smart water meters and water losses of 4.4% in 2025.⁶ The utility credits the loss reduction with saving 12.5 billion gallons, valued at AED 451.3 million.⁵ Qatar had installed more than 988,000 smart meters by mid-2025, of which 460,000 were water meters, with the water rollout due to finish in 2027.¹¹ Oman’s utility set out to install more than 400,000, having already fitted 320,000 in Muscat and 70,000 in South Batinah, against a target of cutting losses from about 40% to 10% by 2036.^12 13

Saudi Arabia’s National Water Company began its smart-meter programme in 2016.¹⁴ By the end of September 2019 it had installed more than 1.7 million meters, 87% of a two-million target for early 2020.¹⁵ Itron was contracted in 2014 for 141,000 meters with radio modules in Jeddah.¹⁶ In 2019 Giza Arabia won a contract for 120,000 meters across six northern regions, due for completion in March 2024.¹⁷ By October 2020 the utility had passed two million meters and linked 950,000 customers to weekly high-consumption alerts. It reported that 78.5% of alerted customers responded, and that those who did cut monthly use by an average of 39%. Distributed volumes fell by more than 820,000 m³ a week.¹⁸ These are the utility’s own figures, and no independent evaluation of them has been published.

The Levant and North Africa run the same technology at smaller scale. Amman’s utility contracted 76,000 ultrasonic meters and three years of analytics in March 2018; the supplier says the static units “do not count air”, which matters on an intermittent network.¹⁹ Tunisia’s first connected-meter phase, announced in April 2025, covers 2,067 households and businesses on Djerba.²⁰

The economics have a constraint. Under intermittent supply, Jordanian domestic meters under-register after less than two years and must be replaced within five.²¹

Egypt is preparing pilot operation of a digital twin of the Ismailia canal, and the sequencing is instructive: the ministry has asked for water-level gauges and telemetry to be fast-tracked, and for meters at drinking-water plants and industrial intakes, so that readings can feed the twin. The instrumentation is being fast-tracked alongside the model.²²

No measured outcome, in non-revenue water, energy or supply continuity, was found for any regional digital-twin or artificial-intelligence deployment in the sources checked for this hub. That absence is itself the finding, and it is why this page treats announcements as announcements.

Saudi Arabia’s Saline Water Conversion Corporation (SWCC) held the verified record at 2.271 kWh a cubic metre in March 2021 on a 5,000 cubic metre a day mobile reverse-osmosis unit at Jubail with high-efficiency pumps and energy recovery. The record later moved outside the region, to 1.794 kWh a cubic metre, set on 26 February 2025 on a 2,500 cubic metre a day seawater reverse-osmosis system in Gran Canaria.^23 24 Neither number is a fleet average, and neither should be read as one.

The interesting work is in how membranes are driven. A pilot batch reverse-osmosis rig using a flexible bladder reached 3.3 kWh a cubic metre while recovering 82.6% from a scaling-prone concentrate, and its authors model under 1 kWh a cubic metre at scale.²⁵ Abu Dhabi’s renewable desalination pilots at Ghantoot reported energy-efficiency improvements of up to 75% against technologies then in use in the UAE.²⁶

Globally 15,906 operational plants produce about 95.37 million cubic metres of water a day and 141.5 million cubic metres of brine, roughly 1.5 units of brine for every unit of water. This region makes 48% of the water; Saudi Arabia, the UAE, Kuwait and Qatar alone account for 55% of the brine.²⁷

No regional brine-recovery pilot with a disclosed throughput, product tonnage or capital cost was found, which is the honest state of the art.

Rain enhancement is a heavily promoted weather technology with a thin evidence base. A review of the published literature found estimates of additional precipitation ranging from 0 to 20%, noted that effectiveness research is limited enough that the return on investment is unclear, and pointed out that seeding works only when the right clouds are already there.²⁸

Fog harvesting is smaller and better documented. The UNFCCC described a southwest Moroccan project in which 600 square metres of nets captured an average of 6,300 litres a day and served five villages and more than 400 residents through prepaid meters connected to 52 homes, with 539 cubic metres of storage.²⁹ A solar atmospheric water generator launched in Abu Dhabi in 2023 can produce up to 1,000 litres a day per unit and was expected to benefit distant or isolated off-grid regions.³⁰

Morocco equipped about 794,000 hectares with localised irrigation by the end of 2023, close to half the national irrigated area, and its state auditor records that this did not stabilise irrigation demand while groundwater overexploitation worsened.³¹

The measurement lagged the hardware. The World Bank’s completion report records meters installed for 20 farmers in Haouz and eight in Tadla, amid difficulties including farmers’ reluctance to have wells or boreholes metered.³² In Chtouka, the World Bank’s Resilient and Sustainable Water in Agriculture project reported zero wells equipped with meters on 5 June 2026, against a target of 4,000 by December 2027.³³ Morocco’s Court of Auditors found that modernising irrigation had not stabilised irrigation-water demand and that groundwater overexploitation had worsened.³¹