Opportunity design
Identify where intelligence creates meaningful value before choosing a model.
VERSA / AI SYSTEMS & AUTOMATION
Applied AI that answers, drafts, routes and reconciles — automation you can measure in hours returned.
WHY THIS MATTERS / 03
Identify where intelligence creates meaningful value before choosing a model.
Purpose-built agents that classify, retrieve, draft, route or complete bounded work.
Clear approvals, escalation paths and exception handling around every automated decision.
Live evaluation, feedback and auditability so performance remains visible.
APPLIED AI SYSTEMS / MODEL
Read the context and classify the work.
Complete bounded tasks across connected tools.
Route uncertainty to the right human.
Improve from reviewed outcomes.
AUTOMATION RETURN / MODEL
A directional model for the discovery conversation—not a promise. The real opportunity is validated against your process and data.
DELIVERY / CONTROLLED MOMENTUM
Agree the outcome, users, risks and evidence of success.
PHASE 01
Make the difficult decisions tangible before the build expands.
PHASE 02
Release working capability in visible, testable increments.
PHASE 03
Use real adoption and performance data to shape what comes next.
CONTINUOUSTHE TECHNOLOGY BEHIND IT
Claude models for reasoning over your documents and processes, with strong instruction-following for governed work.
Complementary models for classification, extraction and drafting, chosen per task rather than by default.
Private hosting for the data and pipelines the models act on, so context never leaves your control.
The operational record that gives agents real context—and the audit trail of what they did with it.
The approval and escalation interfaces that keep a human in the loop where judgement matters.
Escalations delivered the moment an agent hands a decision back, so nothing waits in a queue nobody watches.
INVESTMENT
Begin with one bounded, governed task and expand only where the intelligence proves its value.
COMMON QUESTIONS
Most applied-AI projects run 8–16 weeks. We start with one bounded, governed task and expand from there, so early value arrives before the full timeline completes.
Applied AI systems start from £300/month, beginning with a single bounded task and scaling only where the intelligence proves its value.
We choose models per task rather than by default — Claude models for reasoning over your documents and processes, with complementary models for classification, extraction and drafting.
Every automated decision sits inside clear approvals, escalation paths and exception handling. A human stays in the loop wherever judgement matters, and the system keeps an audit trail of what it did.