Welcome to The Efficiency Edge. I'm John Constantine, and my team and I spend our weeks helping businesses like yours put AI to work in practical, profitable ways. Every two weeks, we filter the AI firehose down to the handful of tools, best practices, and little secrets that actually help you run leaner, serve customers better, and stay ahead of your competition.
Here's the observation this whole newsletter is built on: most people use maybe 10% of what their AI tools can actually do. Left alone, a team treats Claude like a fancy search box — ask a question, get an answer, move on. Trained, that same team is automating the boring parts of their week on the same subscription they already pay for. This issue is about closing that gap.
If you or your crew are on job sites, in appointments, or with customers all day, you're losing business to voicemail — most callers won't leave one. They just call the next name on the list.
A new company called Pie (built by veterans of Square and Toast, launched in June 2026 with $23.7 million in backing) offers Front Desk: an AI that answers your phone around the clock, books appointments, and handles routine questions like hours, pricing, and directions. No hold music, no "leave a message." It's built for exactly the businesses that can't staff a receptionist — salons, auto shops, contractors, fitness studios, restaurants.
What it looks like in practice: a plumber is under a sink at 2pm when a homeowner calls about a water heater. Instead of voicemail, the caller talks to the AI, describes the job, and books Thursday at 9am. The plumber sees the booking when he checks his phone. That's a job that used to go to a competitor.
Pie reports businesses using it typically see 15–20% sales increases year over year. Details at getpie.com — and if you want help figuring out whether an AI phone agent fits your business, Pie or otherwise, talk to us.
As of this month, Claude can run scheduled tasks even when your computer is off.
Open Claude and describe a job you do every week, in plain English: "Every Monday at 6am, go through my inbox, find client emails from last week that I never answered, and draft replies for me to review." Then say: "Schedule this." That's it. Monday at 6am, the work happens while you sleep. You review drafts over coffee instead of digging through the pile.
Other jobs clients have scheduled: a Friday summary of unpaid invoices, a morning brief before a standing client call, a weekly roundup of what competitors posted. If it happens on a schedule and follows the same steps, it's a candidate.
Connect the Dots: your calendar + QuickBooks. Your calendar knows every hour you spent with clients last month. QuickBooks knows every invoice you sent. Neither one alone can answer the question that matters: which clients got your time but never got a bill?
For service businesses, the gap between those two systems is unbilled work — the "quick call" that ran 50 minutes, the site visit nobody logged. Ask Claude to cross-reference last month's client meetings against invoices sent, and you get a one-page list of time you never charged for. Most service businesses find at least one missed billable the first time they run it. The decision it changes: what goes on next month's invoices — found money, no new software.
What's a skill? A downloadable instruction pack that teaches Claude to do a specific job your way — like handing a new hire a perfect training manual. Install it once, and that expertise is on your team permanently.
This week's pick: the LLM Council — an idea from Andrej Karpathy, one of the most respected names in AI (co-founder of OpenAI, former head of AI at Tesla).
Here's the problem it solves. Ask one AI for advice and you get one opinion — usually an agreeable one. The LLM Council instead sends your question to five independent AI advisors. Each answers without seeing the others. Then they grade each other's answers anonymously — no advisor knows whose work it's judging, so nobody plays favorites. Finally, a "chairman" combines the reviews into one verdict, including where the advisors disagreed.
Why a business owner should care: it's a pressure-test for big decisions. Should you raise prices this fall or wait for January renewals? Take the bigger office lease? Hire the second technician now? Instead of one AI's take — or your own echo chamber — you get five independent takes, cross-examined, in about three minutes. The closest thing to a board of advisors that costs nothing extra.
How to get it: the version we recommend runs entirely on the Claude subscription you already have — no extra accounts or fees (github.com/amgadelgamal/claude-council). If installing anything from GitHub sounds like a foreign language, reach out — it's a ten-minute setup for us.
Try this prompt: "Consult the council: should I raise my prices 10% this fall, or hold until January renewals?"
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