Open for projects
Toronto · Dubai — systems for institutions
We design and ship the AI, geospatial and records systems that governments and enterprises run on — sovereign by design, built for real conditions, delivered to production.
/ 001–005
Cities read from orbit — every parcel classified, mapped, and ranked for action.
Decades of paper become a searchable memory — Arabic and English, handwriting included.
Records, workflow and public services on one system — and it never leaves your walls.
Language models put to work on real workflows — grounded, audited, deployable on-prem.
Dashboards where leadership sees the answer — not the report.
/ live systems
471,000+
Land parcels classified from orbital imagery
~96%
Model accuracy sustained in production
1.2M+
Pages digitised, read and indexed
100%
Sovereign — runs entirely on client metal
/ client names withheld
File 01 — CITYGRID
A spatial-intelligence platform that classifies every parcel of a major Gulf city from aerial imagery — flagging vacancy, tracking change, ranking where intervention matters — on an interactive map planners query in plain language. Engineered to run fully offline, inside the client's own walls.
File 02 — ARCHIVE ONE
A national-scale document-AI pipeline that scans, reads and indexes Arabic and English records — stamps, tables and handwriting included — into one searchable institutional memory. What took an afternoon in the archive now takes seconds at a screen.
File 03 — SINGLE SOURCE
A unified operations platform that replaced an enterprise's scattered spreadsheets, paper files and inboxes — records, workflow, approvals, document generation and public-facing services, all drawing on one database. Built for records as they actually are: inconsistent, incomplete, real.
/ 2016 → now
2016
Founded by engineers out of Canada's data-systems scene — the discipline came first: security, documentation, software that outlasts its authors.
2019
Seasoned on some of the region's largest urban-technology programmes — mapping platforms, national data systems, city-scale operations.
2022
First city-scale AI platforms shipped to production — computer vision reading entire urban areas, running offline on client infrastructure.
2024
Regional headquarters opens. The sovereign-AI practice is formalised: capability that arrives without data ever leaving.
NOW
A deliberately small, senior team building the systems institutions across the region will run on for decades.
/ non-negotiable
/ replies from the founders