Source
Notes, tickets, invoices, reports or board packs already in use.
Choose an AI workflow by business problem, not product
Start with the department, source material, human decision and result to measure. Choose the tool only after the workflow is defined.
SalesCall notes become CRM-ready fields: pain, budget, owner and next step
OperationsUpdates from Teams, boards or forms become a source-linked status summary
FinanceInvoice lines are checked against supplier, threshold and purchase-order rules
HRNew-starter packs are drafted from approved policy and onboarding checklists
Customer supportTicket threads become handoff summaries with issue, fixes, risk and next action
LeadershipKPI commentary is drafted from approved numbers with assumptions shown
Every pilot needs the same four decisions
AI output
Draft, summary, check or next action from approved sources.
Reviewer
Named lead approves before customers, money or records.
Proof
Baseline, result, review notes and decision saved.