Fraud detection AI for retail, hotel and banks

AI that catches deviations.
Safer, more reliable fraud detection.

Thousands of transactions pass through your company every day. Deviatiq reviews every single one, flags the ones that don't add up, and gives your managers the clarity to act.

Part of ID24
· Built for retail, hotels and banks · Privacy-first by design · Deployed since 2026

Modern transactions are fast — and that's the problem.

A mis-scan, a wrongly applied discount or account, a void that shouldn't have happened, a refund into the wrong card. Most of it looks like noise. Some of it isn't. Spread across thousands of transactions a day, small deviations turn into real losses, and the patterns behind them are almost impossible to spot by hand.

Billions of transactions processed each year — and a meaningful share contain an error or irregularity.

Shrinkage and internal fraud remains one of the largest controllable costs.

Manual audits catch a fraction of what's actually happening on the floor.

Deviatiq sits quietly on top of your existing data.

Deviatiq sits quietly on top of your existing data. Every transaction is analyzed anonymously, compared against learned patterns of normal behavior, and scored for risk. Nothing about the customer is stored. Nothing about honest staff is flagged. What you get back is a short, prioritized list of the transactions that genuinely deserve a second look — and the evidence to understand why.

Deviation detection
Unusual voids, refunds, discounts, withdrawals, and price overrides are surfaced and categorized.
Pattern recognition
Behaviors that look fine in isolation but form a pattern across locations or shifts get caught.
Anonymous by default
Analysis runs on transaction data, not identities. Your customers stay private.
Clear manager reports
No data-science degree required. Findings come ranked, explained, and ready to act on.
Built for retail, hotels and banks
From high-volume fashion floors to bank advisors, the model adapts to the environment.
Works with what you already run
Integrates with common back-office systems. Deploy without rebuilding your stack.

How it works

1. Connect

Deviatiq integrates with your existing data and transaction logs. No new hardware on the floor, no changes to how your team works at the till or head office.

2. Learn

The model builds a picture of what normal looks like for your business — by store, by shift, by product category, by season. It adapts as your operations change.

3. Act

Deviations surface in real time or as a scheduled report. Managers see what happened, where, and why it was flagged — and decide how to respond.

Who it's for

Retail and hotels

Retail & hotels

Fashion, beauty, grocery, specialty, hotels - anywhere high transaction volume meets tight margins.

Retail
Banks

Banks

Bank branches and financial services where high-value customer interactions meet operational efficiency, compliance, and service.

Banks and Hospitality

See what's hiding in your transaction data.

A 30-minute walkthrough with your own transaction volumes in mind. No commitment, no subscription required.

FAQ

Does Deviatiq replace our loss-prevention team?

No. It makes them more effective. Your team can catch more suspicious transactions compared to before.

Is customer data stored?

No. Analysis is anonymous by design. We look at transaction patterns, not customers.

How long does it take to deploy?

Most clients are live within a few weeks, including the initial learning period.

Will this flag my honest staff?

The system is tuned to minimize false positives, and flags always come with context. The goal is clarity, not suspicion.

What systems do you support?

We integrate with major platforms on any operating system (iOS, Linux or Windows).

Let's Talk Deviations

Get in touch
Address:
Dag hammarskjöldsväg 58C
75237 Uppsala