AI & machine learning.
Practical applications of LLMs and ML — from intelligent document processing to forecasting models — delivered to production.
AI delivers when it is treated as software, not a science project. We focus on the use cases with measurable ROI — document processing, customer operations, forecasting, internal copilots — and build them with the evaluation, observability and guardrails required to run in production.
From prototype to production
Extraction accuracy targets
Governance from day one
Capabilities at a glance.
Engagements typically combine two or three of the following — sequenced against the outcomes we agree at the outset.
LLM applications
Retrieval, agents and copilots — engineered with evaluation harnesses and prompt versioning.
Intelligent document processing
Extraction, classification and routing for invoices, contracts, forms and policy documents.
Forecasting & ML
Demand, churn and resourcing models — interpretable and integrated into operations.
Governance & guardrails
Evaluation, monitoring, policy controls and human-in-the-loop where it matters.
How a typical engagement runs.
Every engagement follows the same arc — adjusted in depth and duration to fit the brief.
Use-case selection
Identify the high-ROI, low-risk wins.
Prototype
Validate accuracy and economics quickly.
Productionise
Build evaluation, monitoring and controls.
Operate
Continuous evaluation as the model and data drift.
Tell us what you're building.
An initial conversation is free, confidential and useful regardless of where it leads. We'll listen carefully, ask hard questions and tell you honestly whether we're the right fit.
- Free initial consultation
- 60 min, scoped to your business
- First response
- Within 24 hours, weekdays
- Engagement model
- Project, retainer or advisory
- Geography
- UK & Europe, remote-first
Project enquiry
A few details so we can route your enquiry to the right person.