of companies can't find the in-house AI expertise they need.
Bain · Q3 2025AI consulting · we are here to help you succeed
A bridge
to practical AI.
We make AI practical. Proven patterns instead of pilots, real outcomes instead of slides, and a sequenced path from quick wins today to the deeper work tomorrow — built with the rigour your business actually runs on.
We're the firm that gets you to the 5% that ship.
Claude GPT Copilot Cursor Agentic AI MCP RAG Fine-tuning Evals Governance
/ The path
It all starts at 01.
What comes next depends on your business.
01
AI Adoption & Training
Supercharge your teams. AI adoption done with best-practice patterns — team collaboration playbooks, local AI on engineering workstations, prompt libraries for operators, and the governance that makes it defensible. Where every engagement starts.
Adoption · Best practices · Collaboration
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02
Agentic AI in the Cloud
Once your workforce has the skills, the repetitive workflows worth automating reveal themselves — claims triage, document review, lead qualification, compliance. We build the agents production-grade: eval suite, observability, governance, rollback paths. Running in your cloud, in your security perimeter.
Production-grade · MCP · Governance
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03
AI in Your Products
Advisory for embedding AI in what your customers actually see — your portal, claims experience, buyer-matching engine, booking flow. The principle: AI should make your existing experience smarter, not bolt on a new chatbot no one uses. We bring the patterns; your team (or vendor) ships it.
CX strategy · Build-vs-buy · Guardrails
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/ Why now
Three reasons
most companies stall.
success rate when AI is built with external partners (67%) vs. internally (33%).
MIT NANDA · 2025of organisations have abandoned an AI project because of the skills gap. We bridge it and unlock the velocity AI promised.
Pluralsight · 2025/ Approach
How we work.
Four principles that survive contact with reality. The deck has more — we'll send it if you want it.
- 01
Operators first
We bias to the work that makes a P&L move, not the work that wins an architecture award.
- 02
Skills transfer is the deliverable
Every engagement ends with your team owning it — the tools, the playbook, the metrics, all on your bench. We measure success by how independent you are when we leave.
- 03
Patterns that ship
Industry best-practice AI patterns — proven elsewhere, calibrated to your business — applied at the velocity your team can absorb. We do what works, not what's novel.
- 04
Automate or augment
Most agentic projects pick one level of autonomy for the whole workflow — fully automated, or fully human. Both are usually wrong. We map step by step: full automation where the risk is low and the pattern holds, human-in-the-loop where judgment matters, no AI at all where it's the wrong tool. The wrong call here is the most expensive mistake in production.
"AI is a great tool. We help you take full advantage of it to transform your business."
— Our working principle