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Workflow Blueprints for SMB Operators

Every week, one common SMB bottleneck mapped end to end. The AI agent logic, the integrations, the data flow, the expected outcome. Drawn from 19 years of operations experience across real SMB environments. Read them, adapt them, apply them. Free

AI Agent Blueprints & Scenarios

Blueprint

$6M in Revenue. Zero Cash Visibility.

Apr 20, 2026

•

7 min read

$6M in Revenue. Zero Cash Visibility.

QuickBooks told him what happened. Nothing told him what was about to happen. He found out the hard way last quarter.

AdAI Ed. Team
AdAI Ed. Team

Blueprint

The Warranty Claim That Cost Them $18,000

Apr 13, 2026

•

12 min read

The Warranty Claim That Cost Them $18,000

Not because the work was bad. Because they couldn't prove it was good. A Denver roofer had the photos. Somewhere.

AdAI Ed. Team
AdAI Ed. Team

Blueprint

One Retirement Away from Starting Over

Apr 6, 2026

•

11 min read

One Retirement Away from Starting Over

60 subcontractors. 20 years of knowledge. Zero documentation. The company's biggest asset walked on two legs.

AdAI Ed. Team
AdAI Ed. Team

Blueprint

340 Units. One Spreadsheet. One Memory.

Mar 30, 2026

•

12 min read

340 Units. One Spreadsheet. One Memory.

A Chicago property manager grew from 3 buildings to 12. His tracking system stayed at 3 buildings.

AdAI Ed. Team
AdAI Ed. Team

Blueprint

A 5-Property Chain Collapsed on Day 47

Mar 23, 2026

•

12 min read

A 5-Property Chain Collapsed on Day 47

One overdue appraisal. Nobody flagged it. Three families left scrambling for somewhere to live.

AdAI Ed. Team
AdAI Ed. Team

Blueprint

14 Referrals. 3 Never Showed Up.

Mar 16, 2026

•

12 min read

14 Referrals. 3 Never Showed Up.

Nobody at the clinic noticed until the GP asked for an update. An Edinburgh practice fixed the gap.

AdAI Ed. Team
AdAI Ed. Team

Blueprint

214 "Active" Candidates. 47 Real Ones.

Mar 9, 2026

•

11 min read

214 "Active" Candidates. 47 Real Ones.

A recruitment agency's CRM was full of ghosts. The pipeline looked healthy. It was rotting from the inside.

AdAI Ed. Team
AdAI Ed. Team

Blueprint

412 Letters. One Admin. Three Weeks.

Mar 2, 2026

•

11 min read

412 Letters. One Admin. Three Weeks.

Tax season hadn't started yet. A Portland accounting firm was already buried in engagement letter admin.

Steve Pritchard
AdAI Ed. Team
Steve Pritchard, +1

Blueprint

14 Lawyers. One Spreadsheet. One Bar Complaint.

Feb 23, 2026

•

11 min read

14 Lawyers. One Spreadsheet. One Bar Complaint.

How a Nashville firm replaced gut-instinct conflicts checks with an agent that catches what partners miss.

Steve Pritchard
AdAI Ed. Team
Steve Pritchard, +1
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