Map the friction
We document the current handoff, tools, exceptions, and the cost of delay. No abstract AI strategy deck.
How it works
Small enough to start.
Serious enough to last.
A clear path from “someone should fix this” to a workflow your team trusts.
Choose a first win
We prioritize a workflow that is frequent enough to matter and bounded enough to ship safely.
Build with guardrails
Predictable work is automated. Sensitive decisions, unusual requests, and approvals stay with people.
Measure and hand over
You get a documented workflow, a baseline, and a clear view of what to improve next.
Canadian by default
Useful automation
needs trust.
We keep data collection minimal, make human review explicit, and design around the systems your team already understands. Hosting, providers, retention, and access decisions are documented before launch.
Talk through a workflowQuestions, answered
Before we automate.
Do we need to replace our current tools?
No. The first goal is usually to connect the tools you already pay for and remove manual handoffs.
Is this only for AI projects?
No. Many high-value workflows need straightforward rules and integrations, not a language model.
How long does a first workflow take?
It depends on the systems and approvals involved. We start with a scoped discovery conversation and define the smallest useful release.