Case Studies
Proof, not promises.
Every system below runs in production today — against real money, real patients and real production lines. Here is what changed after Deep Mind Labs shipped.
Banking · Queue Intelligence
How a national bank cut branch wait times by 45% — on the cameras it already owned.
Prime Bank deployed Bank AI and the QMS platform across its busiest branches. No new hardware: existing CCTV feeds became a live queue-intelligence layer, with token flow, staff activity and turnaround time measured in real time.
45%
Average wait-time reduction
42
Branches live
32
Cameras per PoC branch
“The wait-time numbers changed how we staff every branch. DML gave us a control room we didn’t know our cameras could power.”
Prime Bank PLC
More outcomes
Selected work across regulated industries.
Healthcare, banking, manufacturing and public sector — each shipped as a working product, measured from day one.
Camera-only ROM assessment across 22 clinics.
Jessica AI replaced $4,000 goniometer carts with a phone camera, delivering musculoskeletal range-of-motion scores in seconds.
96%
Diagnostic accuracy
34k
Assessments run
A ten-module digital branch in the customer's pocket.
Token, Schedule, Branch CRM and QR services rolled into one platform — moving routine transactions off the branch floor.
10
Modules shipped
3×
Faster token flow
Production-line vision with PPE and anomaly alerts.
Six industry-tuned CV verticals on one platform, spun out of two manufacturing builds — OEE, safety and quality in real time.
6
CV verticals
24/7
Line coverage
Attendance at factory scale, on existing cameras.
Face-based attendance and line monitoring across thousands of workers — no turnstiles, no badges, no new hardware.
1000s
Workers tracked
99%
Match reliability
Footfall and journey analytics across retail floors.
Customer journey, dwell time and loss-prevention signals turned into a weekly operating rhythm for store managers.
+18%
Conversion lift
Real-time
Footfall heatmaps
Sovereign, air-gapped infrastructure vision.
On-premise computer vision for critical infrastructure deployed fully air-gapped, with audit logs and no data leaving the site.
100%
On-prem / air-gapped
24/7
Monitoring
0+
Regulated enterprise clients
0
Product platforms in production
0%
MSK diagnostic accuracy
0%
Avg branch wait-time cut
Trusted by
Teams that put our AI into production.
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