How to Use AI in Business Operations

Practical guide

Follow the process step by step

Apply each stage in sequence. Document important assumptions, verify AI-generated information, and keep human approval at critical decision points.

1. 1

   Identify operational priorities

   Select measurable problems involving delays, manual effort, inconsistency, information gaps, or recurring errors.

2. 2

   Map existing procedures

   Document roles, systems, data, decisions, approvals, dependencies, exceptions, and current performance.

3. 3

   Choose controlled AI applications

   Use AI for classification, summarization, drafting, analysis, routing, documentation, or quality checks.

4. 4

   Establish governance

   Define ownership, acceptable use, data controls, approval thresholds, recordkeeping, and escalation requirements.

5. 5

   Pilot before scaling

   Test the operating model on a limited process with representative users, realistic data, and measurable success criteria.

6. 6

   Review operational impact

   Measure cost, speed, quality, error rates, employee workload, customer impact, and unintended consequences.