Industries
We work hardest where AI has the most leverage.
Regulated industries, physical environments, and workflows that have resisted automation for decades. The expensive-mistake kind.
Vision-platform verticals
Four industries running on the same vision stack.
Retail, restaurant, RMG and education share one playbook: security, attendance and customer intelligence on the cameras you already own.
Retail
AI for retail stores, supermarkets and chains — turn existing CCTV into a live operational layer for footfall, loss prevention, staff productivity and customer journey.
+18%
Conversion lift
-42%
Shrinkage
2.4x
Staff efficiency
24/7
Monitoring
See Retail →
Restaurant
AI for restaurants, QSR chains and hospitality — kitchen safety compliance, server activity and table TAT, plus customer sentiment from the dining floor.
-28%
Avg table TAT
99%
Hygiene compliance
+15
NPS uplift
24/7
Kitchen monitoring
See Restaurant →
RMG & Garments
Built for RMG, denim and woven manufacturing — line-speed monitoring, PPE compliance, attendance at the 10,000-worker scale, and SAM/efficiency analytics from the cameras already overhead.
12k
Workers scanned/min
+22%
Line SAM uplift
99.2%
PPE compliance
-65%
Attendance overhead cut
See RMG & Garments →
Education
AI for universities, schools and training institutes — classroom attendance, exam invigilation, campus safety, and an honest measure of student engagement.
60s
Class roll-call
99%
Match accuracy
-85%
Invigilator load
24/7
Campus safety
See Education →
Other verticals we serve
And every other place AI earns its keep.
MSK Healthcare
The DML MSK Platform — Jessica AI intake, video ROM capture and clinician dashboards. In production at 22 clinics.
Explore the MSK platformBanking & Financial
Branch AI, queue intelligence, fraud signals and customer analytics — deployed at Prime Bank PLC.
See Bank AIManufacturing
Visual quality control on the line, predictive maintenance, OEE and anomaly alerts. We bring our own edge boards.
Talk to a vision leadLogistics & supply chain
Demand forecasting, route optimization, document AI for B/Ls and customs. Built with operators, not consultants.
Read moreFintech & insurance
KYC document AI, fraud signals, agentic underwriting. Compliance-first by design — auditable end-to-end.
Read moreDocument AI
Clinical notes, claims, contracts, invoices. Schema-first extraction with a human-in-the-loop reviewer.
See the productGovernment & public sector
Sovereign, air-gapped computer vision for transit and infrastructure, document workflows, eligibility automation. Deployed at Bangladesh Bridge Authority.
See the case studyA common pattern
The problems we solve across industries.
Clinician- and operator-led
Co-built with the people who do the job. Every flow has been red-teamed by someone who's done it 10,000 times.
Capture decisions
Senior operators retire. Their judgment becomes a model your team can trust, and audit.
Measure the physical
If a tape measure, ruler or stopwatch is involved — a camera and a model can usually do it better.
Shorten the loop
From “hours later in a spreadsheet” to “right now in the workflow” — that's where ROI lives.
Get started
Your industry, your data, your call.
Tell us what you're trying to do — we'll come back with the closest thing we've already shipped, and where we'd start.
