AI that ships safely
AI integrations & intelligent automation
Practical AI for drafting, classification, and search — embedded in your workflows with guardrails and measurable value.
Use AI where it saves time, with guardrails and measurable value.
“AI as a workflow upgrade — not a chat toy.”
Guardrails
Human review where it counts
Measured
Cost, latency, quality tracked
In-stack
Lives in tools you already use
When this service fits
AI works when the workflow owns quality: human review, structured outputs, and clear data boundaries. We help you add summarisation, routing, or drafting where it compounds inside the systems you already use, and avoid unbounded chat in production. Cost, latency, and failure modes are measured before scaling.
How we work with you
Four steps — each with a clear deliverable so "done" isn't vague.
Pick patterns: retrieval Q&A, structured JSON, classification, or human-in-the-loop.
Connect to your databases, work items, or ticket systems with access control.
Evaluate prompts against a fixed test set; log failures for iteration.
Cost and rate limits aligned with your hosting and model provider setup.
Outcomes
Less time on first drafts and triage
Consistent tone and structure for customer-facing content
Roadmap for new use cases without spaghetti integrations
Templates & briefs
Accordion keeps the page light — open only the sections you need.
Use case name: User & trigger: Input (what the model sees): Output (format, length, tone): Guardrails PII rules, topics to refuse, escalation path Human review Who approves? What % sampled? Success metrics Time saved, quality rubric, customer impact Kill switch When we pause automation (keywords, confidence threshold)
Need this bundled with other work?
Most jobs combine services — e.g. data cleanup before automation, or UX + build for one launch. One roadmap, one owner.