Pilot case study format

Anonymized workflow autopsy + case study.

Every sprint should produce a reusable proof asset without exposing client-sensitive details.

Every sprint produces a proof asset in this format — anonymized, specification-backed, evidence-verified. The before/after below follows the exact structure used in every engagement.

Case-study formula

Broken workflow → visible business pain → failure map → governed AI control → evidence dashboard → verified outcome.

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Before

Leads disappeared after inquiry.

A service business had leads entering from phone, web form, email, and referrals. Follow-up depended on memory and manual checking. Stale quotes had no escalation path.

After

Follow-up became controlled and visible.

Every lead received an owner, due time, status, SLA flag, stale trigger, and dashboard entry. Management could see which opportunities needed attention.

Failure modes

What was breaking

  • No owner assignment
  • No stale lead definition
  • No escalation rule
  • No evidence dashboard
Controls installed

What we put in place

  • Owner rule
  • Response SLA
  • Stale flag
  • Manager review queue
Evidence produced

What the sprint delivered

  • Lead status table
  • Follow-up timestamp
  • Next action queue
  • 30-day roadmap

Ready to create your own case study?

If your follow-up system cannot prove who owned every lead, when they followed up, and what happened next, start with the Lead Leakage Scorecard.