Fix the process before you add the model
AI applied to a broken workflow produces faster chaos. Map the handoffs first.
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AI applied to a broken workflow produces faster chaos. Map the handoffs first.
Before choosing a model, write down the trigger, owner, decision points, exceptions and record of truth.
Once the process is clear, automation can remove repetition and AI can be added where interpretation genuinely helps.
A process map should show the happy path and the exceptions: missing data, customer replies, opt-outs, approvals and failures. Those are the moments that decide whether automation earns trust.
The best first automation is often smaller than the team expected, but clearer and easier to improve.
Turn the idea into a next step.
The best insight should help you decide what to inspect, improve or test next in the business.
Tell us what needsto work better.
Bring the website, workflow or operational problem that is slowing the business down. We will help identify the right place to begin.