Service 04
AI Engineering & Automation
We take AI use cases from idea to production, retrieval systems, document and workflow automation, assistants and evaluation harnesses, with the controls needed to run them responsibly.
The problem
What we usually find
- 01Promising pilots never make it past the demo.
- 02There is no way to measure accuracy, cost or drift.
- 03Legal and risk teams have no line of sight into how models are used.
Our approach
How the engagement runs
Qualify
We pick use cases with a clear owner, measurable value and acceptable risk.
Prototype
A working prototype against real data, evaluated against an agreed benchmark.
Harden
Guardrails, evaluation, logging, human review and cost controls.
Run
Production deployment with monitoring, retraining triggers and clear governance.
Capabilities
What's included
Retrieval-augmented generation
Document and workflow automation
Model evaluation and benchmarking
Data pipelines for AI
AI governance and usage policy
Cost and performance monitoring
FAQs
Common questions
Take control of your technology.
Get clarity on cost, risk and what to change next.