Use case scoping
We identify where AI adds genuine value in your workflows. Not everywhere. Just where it matters.
We connect AI models like Claude into specific workflows in your business: drafting replies, summarising documents, qualifying leads, classifying inbound work. Each integration includes a Judge, a check that validates AI output before it reaches a person or a customer. You get useful AI without the hallucinations.
We identify where AI adds genuine value in your workflows. Not everywhere. Just where it matters.
Prompts written, tested, and tuned for accuracy on your specific data and use cases.
AI steps built into your n8n workflows. Connected to your systems, not running in a separate tab.
Every AI step tested against real scenarios. Accuracy measured, edge cases handled, guardrails in place.
What each AI step does, why it was built that way, and how your team can understand the logic.
All prompts, configurations, and model choices are yours. No dependency on us to keep things running.
We identify AI-ready processes. Where intelligence adds value that automation alone cannot.
Model selection, prompt design, input and output mapping. Every AI step designed before we build.
AI steps built into your workflows, connected to your live systems, tested with real data.
Accuracy measured, prompts refined, judges tested. Nothing goes live until it works properly.
Documentation, walkthrough, and full ownership transfer. Your team understands what was built and why.
AI steps inside your workflows, scoped to your business, with guardrails and full documentation.
AI integrated into your existing or new workflows. Tailored to your business, not off-the-shelf.
Prompts written, tested, and optimised for accuracy on your specific data and use cases.
Validation checks, confidence thresholds, and human-in-the-loop rules where they matter.
What each AI step does, why, and how. Written so your team understands the logic.
All configurations, prompts, and model choices are yours. No lock-in, no dependency on us to keep things running.
Start with a conversation about the job you want it to do. We will tell you honestly whether AI is the right tool, or whether plain automation is enough.