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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. Real mechanics from people who design these systems for a living. Read them, adapt them, build from them. Free.

AI Agent Blueprints & Scenarios

Blueprint

31% of New Hires Left Within 12 Months

Jun 6, 2026

•

6 min read

31% of New Hires Left Within 12 Months

Exit interviews said "I didn't feel set up properly." The onboarding spreadsheet disagreed. The spreadsheet was wrong.

AdAI Ed. Team
AdAI Ed. Team

Blueprint

Why the f*^x didn't someone see this?

May 30, 2026

•

7 min read

Why the f*^x didn't someone see this?

The average churned client had been declining for four months. The commercial team spotted 7 of 25. The other 18 left without warning.

AdAI Ed. Team
AdAI Ed. Team

Blueprint

45 Clients Cancelled. Nobody Saw It Coming.

May 21, 2026

•

6 min read

45 Clients Cancelled. Nobody Saw It Coming.

The signals were in five tools. Nobody was connecting them. £414,000 walked out while the team monitored from memory.

AdAI Ed. Team
AdAI Ed. Team

Blueprint

He Spends Three Days Every Month Guessing

May 14, 2026

•

7 min read

He Spends Three Days Every Month Guessing

Revenue recognition across 14 concurrent projects. One finance director. One spreadsheet. Three days of month-end archaeology.

AdAI Ed. Team
AdAI Ed. Team

Blueprint

340 Pages of Proof You Already Did the Work

May 11, 2026

•

7 min read

340 Pages of Proof You Already Did the Work

The work was done. Proving it takes six weeks of one person's year, every year, from seven different systems.

AdAI Ed. Team
AdAI Ed. Team

Blueprint

47 Exceptions. 12 Rules. One Person's Memory.

May 4, 2026

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7 min read

47 Exceptions. 12 Rules. One Person's Memory.

A New York agency's expense policy was a 14-page PDF nobody reads, enforced by a finance director working from recall.

AdAI Ed. Team
AdAI Ed. Team

Blueprint

500 Emails a Week. 11 Replies.

Apr 27, 2026

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7 min read

500 Emails a Week. 11 Replies.

Not a targeting problem. The prospects were right. The message was wrong: the same template with a swapped first name.

AdAI Ed. Team
AdAI Ed. Team

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

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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
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Your industry is probably already in here.

One bottleneck, mapped end-to-end, every week. Read the back catalogue, find the one that looks like your business, and build from it. If it isn't here yet, you can take the free 10-minute AI diagnostic to see what's automatable in your own operation, or raise your hand to be the next one we map.

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