Where to start

A consulting firm often has strong expertise but inconsistent operational memory. The best first workflows make source material, decisions, owners, exceptions and review visible without allowing AI to invent scope, price, evidence or client commitments.

Discovery questions

Define the operating boundary first.

  1. Which deliverable or handoff repeats most often?
  2. What approved evidence supports the draft?
  3. Who verifies scope, price, claims and client commitments?
  4. Where do ambiguous or incomplete cases wait?
  5. Can the current manual process continue during failure?

Recommended workflows

Choose one repeated, reviewable problem.

WF-004 · Sales

Proposal outline preparation

Discovery notes take too long to turn into a reviewable scope.

Human checkpoint

Seller confirms scope, price, claims, terms and delivery

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WF-012 · CRM

Stalled-opportunity alert

Deals remain idle without an explicit next action.

Human checkpoint

Seller confirms status and chooses the action

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WF-017 · Operations

Document collection checklist

Teams repeatedly determine which documents are missing.

Human checkpoint

Staff confirms sensitivity, necessity and communication channel

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WF-018 · Operations

Meeting notes to action list

Decisions and owners are lost after meetings.

Human checkpoint

Meeting owner corrects attribution before distribution

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WF-021 · Knowledge

SOP first draft

Repeatable work depends on one person's memory.

Human checkpoint

Process owner validates every instruction in a dry run

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WF-023 · Marketing

Owned-content repurposing packet

Teams rewrite the same owned idea for every channel.

Human checkpoint

Owner checks originality, facts, rights and channel rules

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WF-025 · Measurement

Before-and-after measurement brief

Teams celebrate a fast AI draft without measuring the whole process.

Human checkpoint

Owner validates definitions, sample and business outcome

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Do not turn specialization into fabricated proof.

  • Examples describe workflow designs, not completed client outcomes.
  • Use real service facts and approved data; never invent testimonials, savings or local demand.
  • Do not create duplicate city pages with only a location name changed.
  • Keep customer communication, pricing, scheduling and commitments under human approval.