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AI Automation Insights

Practical guides on automating the work that shouldn't be on your team's plate, written by an operator who runs these systems daily.

Digital Employees

What a Certified Digital Employee Builder Actually Takes Off Your Plate

Peter Swain's certified builder program trains people to install digital employees in small businesses. Here's the drudgery they take off an owner's plate, from someone running three of them.

September 30, 2026

Digital Employees

Governance for AI Digital Employees: The Guardrails I Build Before Anything Runs

Hard limits, separate accounts, human approval, and a supervised ramp. The guardrails I run on my own digital employees, and a checklist for your first one.

September 29, 2026

Digital Employees

Who Owns Your AI Digital Employee? Accounts, IP, and What Happens If You Stop Paying

Whose name the accounts are in, what the builder keeps, what you keep, and what happens to your digital employee if you cancel.

September 28, 2026

Digital Employees

Digital Employees and Key-Man Risk: Making Your Business Less Dependent on You Before You Sell

Buyers discount a business that runs on its owner's head. How digital employees document the work and transfer with the sale, and where they won't help.

September 27, 2026

Digital Employees

Digital Employees for Decision Fatigue: Make the Rule Once, Stop Deciding Every Day

Set a rule once, let a digital employee apply it, and only see the exceptions. How I cut the small daily calls that wear owners down.

September 26, 2026

Industry

Everyone Read That AI Study Wrong

A new PNAS Nexus study found frontier AI models collapse on a classic attention test as complexity rises. The headlines missed the point. The real lesson is about process, not raw power.

June 24, 2026

Law Firms

The Same AI Flooding Your Docket Could Be Running Your Firm

A new MIT and USC study found AI-generated text in pro se federal filings went from near zero in 2022 to one in five by 2026. The litigants suing your clients already use AI for volume.

June 5, 2026

Law Firms

How AI Demand Writing Is Changing Personal Injury Law

Case managers used to spend three days preparing a single demand. AI collapses that to hours, with more consistent, higher-quality output.

April 16, 2026

Law Firms

AI Intake Systems: Capture Every Case, Day and Night

Your best intake person handles one call at a time. AI handles hundreds simultaneously, qualifies leads in real time, and never takes a sick day.

April 16, 2026

Law Firms

How to Reduce Time on Desk Without Hiring

The average case sits too long because admin tasks stack up around it. AI removes the bottleneck without adding headcount.

April 16, 2026

Industry

The $1.8B AI Company With Two Employees: What the Headlines Left Out

The New York Times profiled Medvi as proof AI lets you build a billion-dollar company alone. The FDA and a class action say a different story.

April 12, 2026