Services / Applied AI
Service 02 — Applied AI

Advice and delivery for AI you can defend.

We help you find where AI genuinely pays off — then build it. Models put to work inside real products, with evaluation, guardrails and a clear line back to business value, not demos that stall.

What we build

From prototype to production.

We start from the decision the model needs to support, then work back to the data, the evaluation and the guardrails.

01

Retrieval & assistants

RAG pipelines, copilots and assistants grounded in your own data — accurate, cited and genuinely useful.

02

Underwriting & decisioning

Models that score, rank and decide — with explainability and an audit trail the business and regulators can follow.

03

Ops & workflow automation

Automating routine steps and surfacing the next best action inside the tools your team already uses.

04

Evaluation & guardrails

Eval harnesses, monitoring and safety rails — so you know what the system does before it reaches a customer.

How we work

Evidence before scale.

01

Frame

We pin down the decision and the metric that defines success — before any model.

02

Evaluate

We build an eval harness first, so progress is measured, not guessed.

03

Ship

We deploy into the real product behind guardrails, starting narrow.

04

Monitor

We instrument it in production and hand you the dashboards to keep watch.

What you get

AI that earns its place.

A working system in production — integrated into your product, not a notebook.
An evaluation suite — so quality is measurable and regressions are caught.
Guardrails & monitoring — the controls to run it responsibly.
Selected work

Where we've deployed it.

Anonymised examples — happy to talk specifics under NDA.

Applied AI · Operations

AI-based CRM & workflow

An AI-assisted CRM and workflow layer that automates routine steps and surfaces the next best action.

Fintech · Payments

Payment gateway

Decisioning and monitoring inside a high-throughput payment gateway, with audit trails throughout.

Other services

Often part of the same engagement.

Got an AI idea worth shipping?

Tell us what you're working on. We reply within two business days.

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