AI integration
AI earns its value inside the systems your team already uses: drafting inside the CRM, extracting data from documents on arrival, classifying inbound work as it lands. We integrate it into your platforms, choosing providers on merit and keeping you free to change them.
When this is the right move
You'll recognise the signs.
AI living in a separate tab
Your team already copies text between a chat tool and the system of record. The benefit never reaches the workflow, and nothing is captured against the record itself.
Documents still keyed in by hand
Invoices, applications and claims arrive every day, and someone still retypes the fields into the core system: work that extraction and classification could remove entirely.
Tied to one provider's roadmap
An AI capability was built tightly around a single vendor's API, and now their pricing, limits or roadmap changes are your problem too, with no way out.
Compliance can't sign it off
Interest in AI has stalled because legal and compliance can't get a straight answer on where the data goes or how it's handled, and won't approve what they can't see.
How we deliver it
Structured to remove risk.
AI integration projects fail in familiar ways: a chat widget bolted alongside the real system that nobody adopts, a build wired tightly to one provider's API that leaves you exposed to their pricing and roadmap, and a rollout that stalls in compliance review because data handling was an afterthought. We build the capability inside the platform your team already lives in, keep provider choice separate from the architecture so you can switch without a rebuild, and design the data handling to survive scrutiny from day one.
01
Map the workflow
Pinpoint exactly where in your existing platforms AI adds value, such as drafting, extraction or classification, and which steps still need a person to check the output.
02
Select providers on merit
Evaluate providers on suitability, cost and data-handling terms, and build behind an abstraction that keeps you free to change provider without reworking the integration.
03
Build it into the platform
Ship the capability inside the CRM, inbox or document workflow your team already uses, not as a separate tool competing for their attention.
04
Monitor and adjust
Track cost, accuracy and adoption after launch, and adjust or swap providers as pricing, models or your needs change, without disrupting the workflow.
What you get
- AI features inside existing platforms
- Document and data extraction pipelines
- Provider selection and cost management
- Data-protection-compliant architecture
What changes
- AI capability inside the tools your team already uses, not a separate app
- Manual data entry reduced at the point work arrives, not after
- Freedom to change AI providers without rebuilding the integration
- Data handling that stands up to compliance and client scrutiny
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Contact
Start with a conversation.
Whether you have a defined requirement, an ageing estate, or just a problem worth solving, we'll give you a clear, honest view of the way forward. Every engagement begins with discovery.
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