Three phases. Nothing announced before it ships.
This is the full build order, from the twelve features in the current build through to the multi-year vision. Every roadmap item is labelled roadmap, not available, until it's running on real data.
The twelve features described in full on the Intelligence page.
All twelve are defined for the current build, each labelled by its real status: eleven Live, one Partial (EdgeSense v1). See AI Intelligence for the detailed what/why/inputs/status of each.
WaterIQ Live · trained model
Irrigate now (yes/no) and for how long, from live soil telemetry.
Savings Ledger: water Live · metered maths
Litres and AED saved vs. fixed-schedule baseline, formula disclosed.
AgroBrain Live · forecast maths
Hours to next irrigation, 48-hour schedule, 7-day outline, salinity-aware.
NutrientIQ Live · trained model
Dose now (yes/no) and N/P/K amounts, with trained-in safety gates.
Savings Ledger: nutrients Live · metered maths
Nutrient mL used vs. fixed weekly feeding baseline.
FertiBrain Live · forecast maths
7-day nutrient-depletion projection and weekly dosing schedule.
SproutID Live · trained model
Photo-based plant ID at onboarding for the right water and nutrient profile.
LeakSense Building · rules v1, 14 tests, not deployed
Flow and moisture anomaly detection for leaks and stuck valves.
SensorGuard Building · rules v1, 16 tests, not deployed
Sensor drift and failure self-diagnosis with trust scores.
EdgeSense v1 Partial · thresholds live, TinyML pending
On-device threshold safety live now: pump cap, dry-run cutoff, hysteresis, override. TinyML anomaly screening is programme-year work.
SaltGuard Live · FAO standard
EC-driven salinity management with FAO leaching-requirement durations.
Gulf Crop Library Live · crop reference
Curated arid-agronomy crop profiles feeding every built feature.
DewBrief (a weekly bilingual digest) is deferred to the pilot phase and is not part of this prototype.
Deeper agronomy and fleet-scale automation.
AgroBrain Planned
ML upgrade: a learned per-site scheduler succeeding the Phase-1 deterministic version.
FertiGuard Planned
ML successor to FertiBrain: learned NPK dynamics driving auto-dosing inside its safety gates.
FleetCare Planned
Predictive maintenance for pumps, valves and batteries.
DustGuard Planned
Dust-storm-aware irrigation and panel-soiling alerts.
SourceWise Planned
Multi-source water chemistry blending: brackish, effluent, mains.
RootSense Planned
Dual-depth probes estimating infiltration rate and root depth.
PumpEar Planned
TinyML pump vibration and current analysis.
SkySense Planned
Free Sentinel-2 satellite imagery fused with ground telemetry.
The long horizon.
VisionCrop Planned
Computer-vision plant health assessment.
YieldCast Planned
Yield prediction from fused sensing and imagery.
Dwani Planned
Bilingual Arabic-first conversational AI agronomist.
TwinFarm Planned
A water digital twin of the site.
CreditFlow Planned
Audit-grade water-and-carbon ESG reporting.
CondenSense Planned
AC-condensate harvesting intelligence.
Dwani on WhatsApp Planned
The conversational agronomist, reachable where site owners already are.
FedFleet Planned
Federated learning: raw farm data never leaves the device, aligned with UAE data-residency policy.
The discipline behind this list.
A feature moves off this roadmap and onto the platform when it ships, and it ships when its accuracy has been measured on real pilot data. Nothing here is presented as running today.