Find the workflows where AI will actually move the business.
AI creates value when it attaches to repeatable work: intake, triage, research, drafting, reporting, documentation, approvals, handoffs, and decision preparation.
Contempo.Services maps that work, scores the opportunity, designs the AI role, and defines how leadership should manage the system.
AI workflow audit map
The audit teaches where AI belongs before tools or platforms take over the conversation.
Problems this fixes
- Leadership knows AI matters but does not know which use cases deserve investment.
- Staff are using different tools, prompts, and expectations.
- Manual work remains trapped in email, chat, documents, spreadsheets, and memory.
- Outputs are sometimes useful, but there is no review model or record of what worked.
- AI tools are being added before the workflow is understood.
What the audit produces
Workflow inventory
Recurring tasks, inputs, decisions, approvals, handoffs, documents, systems, and outputs.
Opportunity scorecard
Use cases ranked by value, risk, complexity, repeatability, data sensitivity, and readiness.
Future-state workflow
Where AI drafts, routes, retrieves, summarizes, checks, or prepares; where people decide.
Management model
Ownership, review, escalation, reporting, improvement cadence, and implementation sequence.
Outcome: a practical roadmap from AI interest to working operational system.