Blueprint

Jul 11, 2026

•

8 min read

Is That a 50-Gallon or a 30-Gallon?

Lisa texts Mike. Mike replies 2 hours later. The invoice waits. This happens 12 times a day across 14 plumbers.

AdAI Ed. Team

Blueprint

Jul 4, 2026

•

8 min read

The List Under the Keyboard

150 renewals a month. Printed. Distributed. Forgotten. The lapsed ones show up 30 days later in the commission report.

AdAI Ed. Team

Blueprint

She Calls 47 Patients Every Monday. Reaches 19.

Jun 27, 2026

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7 min read

She Calls 47 Patients Every Monday. Reaches 19.

The others go back in the pile. Next Monday, the list is longer. It's always longer.

AdAI Ed. Team

Blueprint

94 Years of Experience. Zero Documentation.

Jun 19, 2026

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9 min read

94 Years of Experience. Zero Documentation.

Three founding partners. Two senior engineers. Five retirements within five years. A Birmingham consultancy's most valuable asset walks out the door at 5pm every day.

AdAI Ed. Team

Blueprint

Jun 13, 2026

•

9 min read

She Finds Out When It Hits Trustpilot

By then the damage is done. A Glasgow CS manager's sentiment system was a weekly meeting where four agents reported from memory.

AdAI Ed. Team

Blueprint

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

Blueprint

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

Blueprint

45 Clients Cancelled. Nobody Saw It Coming.

May 21, 2026

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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

Blueprint

He Spends Three Days Every Month Guessing

May 14, 2026

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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

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

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

Blueprint

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

Blueprint

Apr 20, 2026

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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

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

Blueprint

Apr 6, 2026

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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

Blueprint

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

Blueprint

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

Blueprint

Mar 16, 2026

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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

Blueprint

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

Blueprint

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, +1

Blueprint

14 Lawyers. One Spreadsheet. One Bar Complaint.

Feb 23, 2026

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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, +1

Blueprint

They Lost Their Biggest Client to a Spreadsheet

Feb 16, 2026

•

9 min read

They Lost Their Biggest Client to a Spreadsheet

£180K in renewals were expiring. Nobody knew until it was too late.

AdAI Ed. Team, +1

Blueprint

AI Sourcing Agent: Doubled Placements in 90 Days | Recruitment

Feb 11, 2026

•

12 min read

AI Sourcing Agent: Doubled Placements in 90 Days | Recruitment

A Charlotte, NC recruitment agency was drowning in manual sourcing and losing placements to faster competitors. An AI agent cut sourcing time by 70% and doubled monthly placements.

Steve Pritchard, +1

Blueprint

Feb 9, 2026

•

12 min read

He Found 47 Prospects in 90 Seconds

How a Columbus cleaning company owner stopped dreading prospecting and started closing.

AdAI Ed. Team

Blueprint

The Plumbing Company That Gave Every Tech Their Lunch Break Back

Jan 26, 2026

•

13 min read

The Plumbing Company That Gave Every Tech Their Lunch Break Back

A Dallas plumbing company cut 28 minutes of daily drive time per technician using a single AI agent focused on dispatch optimization.

AdAI Ed. Team

Blueprint

Is That a 50-Gallon or a 30-Gallon?

The List Under the Keyboard

She Calls 47 Patients Every Monday. Reaches 19.

94 Years of Experience. Zero Documentation.

She Finds Out When It Hits Trustpilot

31% of New Hires Left Within 12 Months

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

45 Clients Cancelled. Nobody Saw It Coming.

He Spends Three Days Every Month Guessing

340 Pages of Proof You Already Did the Work

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

500 Emails a Week. 11 Replies.

$6M in Revenue. Zero Cash Visibility.

The Warranty Claim That Cost Them $18,000

One Retirement Away from Starting Over

340 Units. One Spreadsheet. One Memory.

A 5-Property Chain Collapsed on Day 47

14 Referrals. 3 Never Showed Up.

214 "Active" Candidates. 47 Real Ones.

412 Letters. One Admin. Three Weeks.

14 Lawyers. One Spreadsheet. One Bar Complaint.

They Lost Their Biggest Client to a Spreadsheet

AI Sourcing Agent: Doubled Placements in 90 Days | Recruitment

He Found 47 Prospects in 90 Seconds

The Plumbing Company That Gave Every Tech Their Lunch Break Back

Join 5,000+ reading the blueprints and interviews
behind how, and why, SMBs automate

Quick Links

Subscription

Socials

Blueprint

Is That a 50-Gallon or a 30-Gallon?

The List Under the Keyboard

She Calls 47 Patients Every Monday. Reaches 19.

94 Years of Experience. Zero Documentation.

She Finds Out When It Hits Trustpilot

31% of New Hires Left Within 12 Months

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

45 Clients Cancelled. Nobody Saw It Coming.

He Spends Three Days Every Month Guessing

340 Pages of Proof You Already Did the Work

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

500 Emails a Week. 11 Replies.

$6M in Revenue. Zero Cash Visibility.

The Warranty Claim That Cost Them $18,000

One Retirement Away from Starting Over

340 Units. One Spreadsheet. One Memory.

A 5-Property Chain Collapsed on Day 47

14 Referrals. 3 Never Showed Up.

214 "Active" Candidates. 47 Real Ones.

412 Letters. One Admin. Three Weeks.

14 Lawyers. One Spreadsheet. One Bar Complaint.

They Lost Their Biggest Client to a Spreadsheet

AI Sourcing Agent: Doubled Placements in 90 Days | Recruitment

He Found 47 Prospects in 90 Seconds

The Plumbing Company That Gave Every Tech Their Lunch Break Back

Join 5,000+ reading the blueprints and interviews behind how, and why, SMBs automate

Quick Links

Subscription

Socials

Join 5,000+ reading the blueprints and interviews
behind how, and why, SMBs automate