AI & Machine Learning
Fraud detection, signature verification and document intelligence, in live use at financial and government institutions, with human review and monitoring built in.
Our Credentials
Work
What we deliver
AI services built for regulated institutions, each with a decision trail, human review where confidence is low, and model monitoring after go-live.
Bank Signature Verification
Computer-vision signature matching and forgery detection with confidence scoring and a full audit trail — live at financial institutions.
Intelligent Document Processing
OCR, classification, field extraction, and validation for KYC / KYB, loan processing, and government documents, with human review for low-confidence cases.
Fraud & Risk AI
Behavioural anomaly detection, velocity checks, device fingerprinting, and network analysis — block, flag, or pass in under 500ms, with a decision trail.
AI Digital Assistant
LLM and NLP conversational assistant embedded in mobile banking — balance and history queries, guided transfers and bill payments, and hand-off to a human agent with full context.
Personalised Financial Insights
Transaction categorisation, spending patterns, budget-breach prediction, 7–30 day cash-flow forecasts, and plain-language summaries — the models behind PFM.
Campaign & Customer Intelligence
Predictive segmentation, churn prediction, next-best-offer, automated A/B testing, and a no-code audience builder on top of ML outputs.
AI Customer Support Automation
Intent detection across 50+ query types, automated resolution, payment troubleshooting, and escalation to an agent with the conversation and transaction context.
AI for Government
Face recognition and document verification for border screening, ANPR for traffic enforcement, document processing, and conversational citizen-service routing.
MLOps & Responsible AI
Training pipelines, canary releases and rollback, drift monitoring, automated retraining, explainability, bias checks, model cards, and audit logs across the model lifecycle.
Proven at scale
Trusted by enterprises,
banks, and startups.
Capabilities
Built for scale.
How our models are run, reviewed and governed once they are live.
Let's talk about your project
Tell us what you are working on, and we will get back to you.