AI Automation & Agents
Agentic systems that do real work, safely.
Production AI: agents, automations, and copilots that make measurable changes to operations, revenue, or risk. AI-agnostic across OpenAI, Anthropic Claude, Google Gemini, and open-source models, with the evaluation and observability stack to keep them honest.
Where this goes wrong
The patterns we are most often called in to fix.
Pilots that demo well but never reach production safely.
Agents that hallucinate in regulated workflows and erode trust.
AI investments locked into a single model vendor with no exit plan.
Our process
How we deliver: Discover, Architect, Build, Run
- 01
Discover
Frame the problem with the people closest to it. Map the system. Surface the assumptions and the unknowns.
- 02
Architect
Design the target state and the path to it. Make the trade-offs explicit. Earn buy-in across engineering, security, and the business.
- 03
Build
Cross-functional delivery with a definition of done that includes observability, security, and runbooks, not just feature acceptance.
- 04
Run
Operate with you. Continuous improvement against business outcomes, with FinOps and AI-augmented DevOps baked in.
What’s in scope
The capabilities you draw on across an engagement.
- Sports Data AI analysis and real-time match intelligence
- Market Intelligence and signal-generation agents
- Compliance AI on open-source LLMs for regulated workloads
- DevOps and SRE AI agents for incident triage and remediation
- Cloud cost optimisation agents (FinOps automation)
- Billing and dispute-resolution agents
- Evaluation harnesses, guardrails, and human-in-the-loop design
Technology footprint
We are pragmatic about technology, and AI-agnostic by default.
Market intelligence agents for sports and media operators
Multi-agent system deployed across several UK sports and media operators, monitoring news, rights announcements, competitor activity, and fixture and audience data to generate explainable signals for commercial and editorial teams.
Related services
Have a programme that needs ai automation & agents?
Tell us where you are. We will tell you whether we are the right partner, and how we would shape the engagement.