AI integration into existing systems
Modern AI plugged into the stack you already run.
OpenAI, Anthropic, Google and Mistral models, orchestrated through assistants, automations and intelligent workflows that connect to the tools you already use. Every step logged. Anything customer-facing gets a human check.
What you get
- A map of the workflows worth automating, and the ones that aren't
- Integrations with your existing systems and data
- Assistants, automations and intelligent workflows
- Human review built into anything that reaches a customer
- Logging, so every automated step is traceable and replayable
How it works
Discover
We pressure-test the problem, the users and the constraints, and agree what a good outcome looks like.
Design
Flows, architecture and the riskiest assumptions first, so surprises happen on paper, not in production.
Build
A senior team ships in short cycles you can see and use, not a big reveal at the end.
Operate
Launch, measure, improve. We can hand over cleanly or stay on as your team.
Try it: wire up a workflow
Blocks · tap one to pick it up
Start with Inbox or CRM.
run log: idle
- Nothing yet. Build a pipeline and press Run.
Questions we get asked
Which AI models do you use?
Whichever fits the job. We work with OpenAI, Anthropic, Google and Mistral models, and choose based on the task, cost and data requirements.
Do we have to replace our systems?
No. The point is to plug AI into the stack you already run.
Will AI send things to customers on its own?
Not by default. Anything customer-facing goes through a human check. Try it in the Pipeline Builder below.
Can we see what the AI did?
Yes. Every step is logged, so outputs are traceable and replayable.