A.4 · Artificial Intelligence & Machine Learning
Predictive Analytics & Decision Intelligence
Forecasts, anomalies, and optimisers that end in a decision
What we build
Systems that turn history into a decision rather than a dashboard. Probabilistic forecasting with calibrated prediction intervals, multivariate anomaly detection over operational telemetry, constrained optimisation and scheduling solvers, scenario simulation against assumptions that are written down and versioned, backtesting harnesses that score a model on the decision it would have made, and drift monitoring on every input distribution.
Capabilities
- Probabilistic forecasting with calibrated intervals, not single-point guesses
- Multivariate anomaly detection across operational and financial telemetry
- Constrained optimisation and scheduling solvers for allocation, routing, and dispatch
- Scenario simulation with assumptions stated, versioned, and open to challenge
- Backtesting that scores the decision the model would have made, not just its error
- Drift monitoring on every input, so a model degrading is detected rather than reported
Related services
How it connects
Where it sits in the stack.
This service, and the two it hands off to. None of them can be optimised alone.
Predictive Analytics
Systems that turn history into a decision rather than a dashboard.
Generative AI & LLMs
Production systems built on large language models, hosted or self-hosted.
AI & Machine Learning · see serviceAgentic AI & Copilots
Multi-step agent runtimes wired into the systems an organisation actually runs on.
AI & Machine Learning · see serviceBring us the whole problem.
Tell us where the work is stuck, whether that is a model that never reached production, an application nobody can change, a data platform nobody trusts, or a plant the business cannot see. An engineer replies with a first read, not a sales deck.