AI Credit Risk Engine
Make faster, fairer lending decisions with a machine-learning engine that blends bureau data, Open Banking transactions and 200+ risk signals into a single calibrated score. Every decision is explainable, every reason code auditable — engineered for responsible lending at scale.
What is theAI Credit Risk Engine?
The AI Credit Risk Engine is a machine-learning credit & affordability decisioning platform. It ingests credit-bureau data, Open Banking transaction history, application data and alternative thin-file signals, then returns a calibrated risk score, a probability of default, a real-time affordability assessment, and an automated accept / refer / decline recommendation — all from a single API call.
Critically, it is explainable by design. Every decision ships with the key reason codes that drove it, so you can tell an applicant exactly why they were declined. The models are built to be fair and auditable — aligned with FCA consumer-credit and responsible-lending expectations, with continuous bias monitoring across protected characteristics.
Best for:
- Automating credit decisions at scale, without sacrificing oversight
- Scoring thin-file & near-prime applicants more fairly
- Running Open Banking affordability checks on real income & spend
- Reducing default & arrears rates across the book
- Cutting manual underwriting time on borderline cases
- Powering dynamic credit-limit & risk-based pricing decisions
Why lenders choose theAI Credit Risk Engine.
Instant Decisions
Sub-second scoring over a single API means applicants get an accept, refer or decline in real time — no overnight batch, no queue.
Explainable & Auditable
Every score returns ranked reason codes and a full decision trail, so compliance, auditors and customers can see exactly what drove the outcome.
Lower Default Rates
Models trained on 200+ predictive features and real Open Banking behaviour catch risk that traditional scorecards miss, cutting arrears and write-offs.
Approve More, Safely
Richer affordability signals let you say yes to good thin-file and near-prime customers a bureau score alone would reject — growing the book without growing risk.
Built on signals that actually predict risk
+ continuous model monitoring and challenger testing
Specialist Tip
Explainable reason codes aren't just a nice-to-have. Under FCA consumer-credit rules you must be able to justify every decline and evidence that your lending is responsible. Because the engine returns the top contributing factors with every score, you have a defensible, customer-ready explanation on file the moment a decision is made — no black box to reverse-engineer later.
More ways toverify and decision.
Ready to make smarter credit decisions?
Plug the engine into your origination flow with a single API. Score in real time, explain every outcome, and lend with confidence that stands up to scrutiny.