AI & Automation
Machine learning and workflow automation for fraud detection, document processing, and operational efficiency — built with human review at every decision that matters.
- Human-in-the-loop
- Explainable
- Model-monitored
Automation that assists your team, not one that replaces judgment.
We apply machine learning and workflow automation to the repetitive, rules-heavy parts of financial operations — document review, risk scoring, fraud signals — while keeping people in control of decisions that actually matter. Every model ships with monitoring and a clear path for human override.
Built so a model's mistake gets caught by a person, not by your customers.
What We Deliver
Six areas of work that make up most AI and automation engagements.
Document Intelligence
Extracting structured data from forms, statements, and applications.
Fraud & Risk Scoring Models
Models that flag anomalies and risk signals for review.
Workflow Automation
Automating repetitive, rules-based steps in operational processes.
Conversational & Support AI
Assistants that handle routine queries and route the rest to people.
Model Monitoring & Governance
Tracking model accuracy, drift, and decisions over time.
Human-in-the-Loop Review Tools
Interfaces that make it easy for people to check and override AI output.
Our Process
A five-stage engagement, from opportunity mapping to ongoing retraining.
Identify
Find workflows with high manual effort and clear, auditable rules.
Prototype
Build and validate a model or automation against real historical data.
Integrate
Wire the model into existing systems and review workflows.
Govern
Set up monitoring, explainability, and human review checkpoints.
Operate
Track model performance and retrain as data and patterns shift.
Architecture
Systems designed around clear domain boundaries and documented APIs.
.NET & Microsoft Technology
Enterprise applications and cloud infrastructure on .NET and Azure.
React & Frontend
Component-based interfaces for customer-facing products and internal tools.
Microservices
The container, messaging, and networking stack for independently deployed services.
Let's automate your next workflow.
Tell us what you're building or modernising — a member of the Unlock team will get back to you.