Bring AI into the tools you already use.
We integrate AI services into your existing applications, CRM, help desk, and internal tools — with sensible data handling, cost controls, and fallbacks.
- Existing systems
- Secure data handling
- Cost & rate controls
- Provider flexibility
What we do
You don’t need a new platform to benefit from AI. Often the biggest gains come from adding a capability — summarisation, extraction, smart replies — inside software people already use.
We build integrations that are provider-agnostic where practical, so you can switch models as the landscape changes.
What we deliver
In-app AI features
Add AI to your web and mobile applications.
CRM & help desk
Summaries, suggested replies, and enrichment.
Document workflows
Extraction and validation in existing processes.
Data protection
Redaction, access control, and retention policies.
Cost controls
Caching, rate limits, and usage monitoring.
Provider flexibility
Abstractions that make switching models easier.
How we work
Clear stages, visible progress, and decisions you’re part of.
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01
Map the process
Document how the work flows today, where time goes, and what “good” looks like.
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02
Design the system
Decide what to automate, where AI helps, and where people must stay in the loop.
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03
Build & integrate
Connect your tools, build workflows, and add AI steps with guardrails.
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04
Test with people
Run alongside your team, review outputs, and tune until it’s reliable.
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05
Launch & improve
Monitor, measure time saved, and expand to the next process.
Where we apply it
Questions about AI Integration
Tell us what you’re building.
Share your goals, timeline, and anything already in place. We’ll review it and suggest the right approach and scope.
- 1 We review your brief
- 2 A call to clarify scope and goals
- 3 A clear proposal and next steps
Related services
Have something ambitious in mind?
Let's talk about what you need — we'll recommend the right approach.