Next steps

What is the shortest sensible decision path?

Choose among four outcomes: improve the existing process, configure native software, buy human cover, or pilot specialist automation. Do not begin by deciding which AI agency to hire.

Decision If yes If no Evidence to produce
Can we identify one measurable problem? Establish its baseline. Record the workflow before shopping. One-page problem statement
Is there delivery capacity, or a specific administrative benefit? Calculate a conservative business case. Fix capacity or choose an admin-only workflow. Capacity and benefit calculation
Can existing software or better call cover solve it? Test that option first. Identify the missing capability. Native-software comparison
Are integration permissions, safety boundaries and data responsibilities clear? Invite comparable pilot proposals. Commission narrowly scoped specialist discovery. Requirements and risk register
Can we test with spending limits and a working fallback? Run a bounded pilot. Do not launch customer-facing automation. Signed pilot charter
Does the pilot improve outcomes after costs and rework? Expand one permission or workflow at a time. Repair, extend within a cap, or stop. Continue/change/stop decision

Recommended buying rule: approve the next evidence-producing stage, not an entire transformation programme.

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What would change your buying decision?

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