AI Integrations

Practical AI, wired into production.

We integrate LLMs into real systems with the same discipline as everything else we ship: evaluation, monitoring, fallbacks and security from day one. Deployed in your infrastructure, and accountable after go-live.

Support & sales agents

Customer-facing agents grounded in your knowledge base, with guardrails, escalation to your team, and full conversation logging. Deployed on your site, in-product, or inside the tools you already use.

Claude / GeminiGuardrailsHuman handoffAnalytics

Workflow automation

Automation across your internal operations: triage, data entry, document processing, reporting. Orchestrated with n8n, Zapier or custom pipelines, integrated with your existing systems.

n8nZapierWebhooksQueues & ETL

Knowledge retrieval (RAG)

Search that answers from your documents, with citations. Access controls preserved, sources traceable, and the index kept in your infrastructure.

EmbeddingspgvectorCitationsAccess control

AI product features

LLM-powered capability inside your product: generation, classification and summarisation, engineered with evaluation suites, streaming UX and cost controls.

LLM APIsEvalsStreaming UXCost control

AI audit & roadmap

A structured review of where AI delivers measurable return in your organisation, and where it doesn't. You get a prioritised roadmap and an honest recommendation.

AuditROI modelRoadmapGovernance

How we ship AI

Production-first.

Evaluation suites, monitoring and fallback paths are built before anything reaches your users.

Data sovereignty.

Your data stays in your cloud. Self-hosted vector stores and models where compliance requires it.

Fixed-scope pilots.

A working integration in weeks: scoped, priced, and measured against agreed success criteria.