The Blog

Trending AI, translated for operators

Three reads a week. Monday news brief, Wednesday framework deep-dive, Friday take. All filtered through the 4-Lever Audit so mid-market and enterprise teams know what to actually ship.

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News

2 posts

A worn dispatch desk in a service-business back office at dusk — a multi-line corded phone off the hook, a yellow legal pad with handwritten notes, a glowing monitor showing a CSR queue, late-afternoon light slanting across the wood grain, the room otherwise still and waiting

News

May 25, 20263 min read

Avoca hit $1 billion. Their founders just told you why most AI receptionists fail.

Avoca's co-founders just gave operators the most useful data of the year: the three reasons their AI receptionist churns. None of them are about the AI.

Top-down view of a modern executive desk with a laptop displaying a financial dashboard, audit-complete indicator glowing green, abstract data flows, soft natural light through floor-to-ceiling windows

News

May 21, 20263 min read

Your accountant's AI upgrade is no longer your accountant's decision.

KPMG just embedded Claude across its 276,000-person workforce and became Anthropic's preferred partner for PE portfolio companies. For mid-market operators, AI adoption just moved up the cap table — out of your hands.

Framework

1 post

Empty reception desk of a service business at late morning — a desk phone with a glowing red missed-call notification, a half-eaten sandwich on a paper plate, a forgotten coffee cup, scattered intake forms on a clipboard, and an empty office chair pushed back

Framework

May 27, 20268 min read

If you're shipping one AI workflow this quarter, ship intake.

Intake outranks dispatch, comms, and reporting on revenue-per-dollar in the first 90 days. If you're shipping one AI workflow this quarter, ship intake. Here's how.

The Take

3 posts

A conference table strewn with printed vendor proposals and half-empty coffee cups in the early evening — a closed laptop, a stack of business cards, a pitch deck open to a slide reading 'AI Transformation Roadmap,' the room emptied out, fluorescent overhead lights humming

The Take

May 29, 20264 min read

You've been sold AI by people who've never shipped it.

Every operator I talk to is being pitched AI by someone who's never coordinated a route, fixed a broken intake form, or watched a dispatch board melt at 4pm on a Friday. Six tells separate the planners from the shippers.

Top-down view of an open paper appointment book on a reception desk — handwritten time slots in a column, the 10:30 AM slot crossed out with a single red marker line, a smartphone showing an unsent message beside it, a pen lying across the page in late-morning light

The Take

May 22, 20265 min read

Ship the confirmation SMS. Then talk about AI.

Confirmation SMS drops no-show rate from 18% to 6% on an $80/month stack. It's the cheapest, highest-ROI AI workflow most operators haven't shipped. Here's why.

Empty dispatch room of a multi-location service business — an abandoned office chair pushed back from a cluttered desk, a wall-mounted route map with tangled color-coded lines, late-afternoon amber light through window blinds, an off-hook desk phone in the foreground

The Take

May 21, 20265 min read

If your dispatcher is the bottleneck, no AI in the world will save you.

Every operator buying AI dispatch is being sold the same fantasy — that AI fixes broken dispatch. It doesn't. It runs broken dispatch faster, and the coordinator pays the bill.