How can businesses adapt to AI?

Start small, measure results, and expand what works. Adoption is a process—not a flip of a switch.

A stepwise approach

  • Identify: Pick one friction-heavy workflow.
  • Pilot: Build a low-risk automation with guardrails.
  • Train: Give simple SOPs and 60-second videos.
  • Scale: Add stages only after results are proven.

Governance matters

Use client-owned accounts, least-access, and change logs for transparency and security.

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