AI Projects

Custom AI builds that save time, money and headcount.

Nine AI projects we have built and put into production. Agents, RAG, memory, workflow automation, support bots, custom-trained models, full SaaS, and a mobile app.

AI-integrated mobile app
CONSUMER-FACING BRAND
Kick-off to App Store
6 weeks

A mobile app with on-device and cloud AI features, shipped to the App Store in six weeks.

Native app with chat, generation and personalised recs. Privacy-respecting where it mattered, fast where it did not.

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Internal ops platform
UK CONSULTANCY · 70+ STAFF
Manual ops removed
~35h/wk

A multi-agent ops platform that took ~35 hours of partner busywork out of the week.

Internal platform with a multi-agent layer running intake, scoping and weekly reporting for a 70-person consultancy.

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RAG copilot
REGULATED B2B SERVICES
Answer accuracy on eval set
~94%

A RAG copilot over 60,000 compliance documents that answers in seconds, with citations.

Retrieval-augmented copilot trained on a private compliance archive. Replaced a manual research process that ate days per query.

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AI memory system
AI-NATIVE SAAS · SEED STAGE
Drop in hallucination rate
~70%

A long-term memory layer for an agent that cut hallucinations and made conversations feel like the user was being remembered.

Episodic + semantic memory store with a custom eval harness. Built for an AI-native SaaS where the agent is the product.

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Agent harness & evals
FINTECH · SERIES B
Tool-call success rate
99.4%

A production agent runtime with evals, tool wiring and observability. Replaced a prototype that broke every week.

Custom harness for a fintech’s core agent. Tool use, retries, evals, logging. The kind of plumbing demos never show.

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Automated workflow
TWO E-COMMERCE GROUPS · £1M+/MO
Lead response time
4h → 3min

A lead-to-CRM-to-outreach workflow that took response time from four hours to three minutes.

End-to-end pipeline with AI in the loop: form, enrich, qualify, route, draft outreach. Removed a half-time hire.

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Support chatbot with KB
HIGH-VOLUME E-COMMERCE
Tier-1 tickets fully resolved
~40%

A support agent trained on two years of tickets and the product KB. Resolves four in ten tier-one queries on its own.

Customer-facing chatbot with grounded answers, clean handover to humans, and a clear audit trail for every conversation.

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Custom-trained model
SPECIALIST UK CONSULTANCY
First-draft time
~6h → ~25min

A fine-tuned model that drafts client reports in the firm’s house style in 25 minutes instead of six hours.

Domain fine-tune on the firm’s historical reports. House voice preserved, structure consistent, hallucinations rare.

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Full SaaS build
IN-HOUSE TEAM · REPLACED 3-FTE PROCESS
Outsourced work replaced
3 FTE

A full internal SaaS platform with agents, dashboards and integrations, built in nine weeks.

End-to-end product: data ingest, agent workflows, dashboards, role-based access, integrations. Replaced an outsourced process.

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9
Production AI systems shipped
~5 weeks
Average kick-off to production
100%
Built around real workflows
0
Demos pretending to be products

Got a workflow that needs an agent?

Tell us what is taking the most time. We will tell you whether AI is the answer and what it would take to ship it.

Book a working session

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