Is AI Output Reliable Enough for Client Work?

Yes, if you treat AI as a draft engine with strong review controls.

Reliability rule

Never ship raw output for high-stakes tasks. Use a verification workflow.

3-step reliability workflow

• Generate draft with clear constraints.
• Run a verification pass (facts, numbers, links, policy alignment).
• Human review before delivery.

What to verify every time

• Factual claims and references
• Numerical values and calculations
• Compliance or legal-sensitive wording
• Tone consistency with client brand

Bottom line

AI is reliable for client work when your process is reliable. Quality comes from review design, not model choice alone.