Amin · Pitch Deck
Banking & Fintech · COMPUTER VISION & FORENSICS
Aminأمين
Branch cameras, KYC documents, and ATM channels — watched by one trustworthy eye.
neuriya.ai — Sovereign, Arabic-first enterprise AI
Problem
Branch security today is manual review, after the fact
- Branch and ATM camera footage is reviewed manually after an incident is reported, not monitored continuously — tampering, loitering, and skimmer installation routinely go unnoticed in real time.
- KYC document fraud is rising as forged National ID, Iqama, and commercial-registration scans get harder to catch by eye, especially under time pressure at account opening.
- Cheque and form signature verification still relies on a human comparing two images side by side, with no consistent confidence score or audit record.
- Security, KYC, and channel-fraud teams each run separate point solutions with no shared view — a forged ID at one branch and a compromised ATM two blocks away look like unrelated events.
Solution
One computer-vision layer across branches, documents, and channels
Product
Amin in action
How it works
From first touch to outcome
Connect
Plug into existing branch and ATM camera feeds and document-capture systems — no hardware replacement required.
Detect
Forgery, tampering, and security anomalies are flagged automatically across the branch, ATM, and KYC channels.
Verify
Signature and document matches are scored with full explainability for the reviewing officer.
Respond
Confirmed incidents route straight to security or compliance teams with evidence attached, no manual escalation needed.
Market
Sizing the opportunity
- TAM — $1.1B. MENA banking security & computer-vision market
- SAM — $150M. Saudi branch, ATM, and KYC document-security software market
- SOM — $10M. 3-year obtainable share across licensed Saudi banks and finance companies
Branch and ATM fraud losses are climbing across the Kingdom even as account-opening volume grows under SAMA's push for financial inclusion, and Vision 2030's cash-to-digital shift makes securing the remaining physical channels — not eliminating them — the near-term priority for more than 30 licensed banks and finance companies.
Business model
How Amin makes money
Annual platform license
Priced per institution and tiered by branch and ATM count, covering branch analytics, KYC forensics, and channel security modules.
Usage-based document verification
Metered pricing per KYC document check for institutions that want to start with account-opening forensics before expanding to branch and ATM coverage.
Implementation & camera-integration fee
One-time fee to connect existing branch and ATM camera feeds and document-capture systems, with no hardware replacement required.
Revenue streams
Where the revenue actually comes from
Competition
Where we win
Our edge
- One unified vision layer across branch cameras, KYC documents, and ATM channels, instead of three disconnected point solutions.
- Forgery and forensics models tuned specifically for Saudi National ID, Iqama, and commercial-registration document formats.
- Sovereign image processing — all biometric and document imagery is processed and stored on Kingdom infrastructure, never sent to a third-party vision API.
- Founding team combines Saudi enterprise delivery experience with hands-on computer-vision engineering.
Traction
Early validation, built for pilot readiness
- Full computer-vision platform designed and built end-to-end: branch and ATM analytics dashboard, KYC document forensics, and signature verification case detail.
- Architecture pre-aligned to SAMA CSF, PDPL, NDMO Classification, and ISO 27001 from day one.
- Actively selecting design-partner banks for a first pilot cohort.
Go-to-market
Design-partner banks first, then sandbox-backed expansion
- 1Land with 1-2 design-partner banks willing to run the platform against real branch, ATM, or KYC footage.
- 2Prove detection accuracy and incident response-time outcomes over a defined pilot period against existing manual review.
- 3Expand through the SAMA regulatory sandbox and branch-operations and security-leadership networks across the licensed banking market.
Team
Built by operators, not just builders
The ask
Raising a seed round to reach first design-partner banks
We're raising to fund pilot deployments with design-partner banks, camera and document-capture integration work, and the core computer-vision and engineering team through first-revenue.