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Deep Mind Labs

— Banking · Vision & AI

Bank AI — every branch, every camera, every transaction.

Branch‑grade computer vision that turns existing CCTV into a live operational layer. Productivity, customer analysis, cash counter TAT, security, AML — on one platform.

Cameras analysed (Gulshan PoC)

0 min

PoC video corpus

0 days

Branch zones monitored

0

Live operations

0 x7
— Five practice areas

What Bank AI sees, measures and decides.

From the PoC at Prime Bank’s Gulshan branch — generalised into a platform you can deploy across your network.

Productivity monitoring

Security, surveillance & fraud

Sales & marketing

Data‑driven decisions

— In production

Use cases shipped — not slideware.

Every capability below has shipped in a real banking environment. We deploy one or all — driven by your priorities, not ours.

Cash Counter TAT

Measure transaction time per counter, per transaction type. Identify peak vs off‑peak service times. Correlate with workstations to spot bottlenecks.

Cheque vs Cash detection

Automatically categorise transactions for record accuracy. Verify policy adherence and surface trends per branch.

Queue anomaly detection

Detect queue breaking, congestion and suspicious behaviour. Match staffing to real‑time demand.

VIP / Monarch tracking

Immediate action on unattended VIPs. Calculate waiting time, target retention, enable proactive engagement.

Sentiment & emotion

Facial recognition with emotion overlay. Insight into the customer journey — not just the transaction.

Activity detection

On‑call, on‑desk, off‑desk, away. Per‑station activity feeds capacity planning and ergonomic well‑being.

Facial authentication

Staff and customer identification without cards or PINs. Faster service, better fraud prevention.

ATM monitoring

Off‑hours surveillance, tampering alerts, suspicious behaviour, real‑time incident reporting.

Access control & ANPR

Vehicle counting, plate recognition, history, restricted zone alerts.

Proof of Concept

Cash Counter TAT — Prime Bank, Gulshan branch.

32 cameras. 15 days of CCTV. Six zones — waiting space, cash counter (front/side/back), parking and office desks. The goal: identify cash & cheque processes, find improvement areas, reduce wait time.

Hi! I'm Jennifer. I'll help you get ready for your appointment. Where does it hurt?
Right shoulder, mostly when I reach up.
Got it — overhead movements. On a 0–10 scale, how would you rate the pain?
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— Bring Bank AI to your branches

Most of our Bank AI
deployments start with a 4‑week PoC.

Send us 1–2 weeks of CCTV. We come back with a measured baseline and the three highest‑leverage AI bets — no obligation.