Pillars
AI integration: the UK partner for banks and regulated firms
In short
Production AI integration — LLMs, RAG, agents and copilots — embedded into real operational workflows with human oversight. We integrate LLMs and agents into existing systems with retrieval, evaluation, escalation paths and audit trails.
Why ai integration matters now
Demos don't help operations. Production AI does — but only when it's wired into your data, your guardrails and your processes.
What Forth does
We integrate LLMs and agents into existing systems with retrieval, evaluation, escalation paths and audit trails.
Who it's for
Operators ready to move past the pilot phase and bank real hours from AI inside finance, ops and customer teams.
What good looks like
Hours back per week, lower handling cost, and AI you can defend in front of your board and your regulator.
How we engage
We start with a fixed-scope audit, ship a pilot inside 30 days, then run an ongoing engagement with named engineers — not an offshore pool. Every output is evidence-ready and version-controlled.
Frequently asked questions
Do you work with FCA-regulated firms on ai integration?
Yes — most of our ai integration work is delivered into FCA-regulated banks, payment institutions and insurers, with output mapped to the relevant FCA, PRA and DORA evidence requirements.
How quickly can you start?
Fixed-scope audits typically start within two weeks of a signed SoW. Larger ai integration programmes start in 4-6 weeks once supplier onboarding is complete.
Do you sign DPAs and supplier security questionnaires?
Yes. We're set up for standard DPAs, RFIs, supplier security questionnaires, third-party risk assessments and Crown Commercial DPS engagement.
Where is delivery based?
Delivery is UK-based out of Edinburgh, with named engineers and onsite presence in London and across Scotland as required.
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