Forecasting, anomaly detection, risk scoring and forensic analytics on the data you already hold.
Engagement
Fixed-scope project · 6–10 weeks
What it is
We turn operational data into forecasts and early warnings. That includes demand and cash forecasting, anomaly detection, risk scoring and forensic analytics, for example reconciling remittance flows or predicting security incidents.
Who it's for
Finance, operations and security teams.
The outcome
Decisions made on evidence, before problems land.
Step 1
Question framing
Agree the decision the model must support and how success is measured.
Step 2
Data audit
Assess data quality and fill critical gaps.
Step 3
Model build
Develop and back-test models against history.
Step 4
Deploy and monitor
Put models into dashboards and workflows with drift alerts.
It depends on the question. The data audit tells you whether you have enough before we build anything.
Yes. We explain the main drivers behind each prediction in plain language on the dashboard.
More from Intelligence
AI Strategy & Readiness
Find where AI will actually pay back, and whether your organisation is ready to deliver it.
Generative AI Applications & Copilots
Knowledge assistants and drafting copilots that answer from your own documents, with sources.
AI Agents & Workflow Automation
Agents that act on your systems, updating CRMs, filing tickets and processing forms, with human approval where it matters.