Field notes on custom AI for growing companies
Practical, no-hype writing on the agents we build for the trades, professional services, and operations — and the busywork they take off your plate.
What custom AI automation actually costs — an honest breakdown
Real numbers, no discovery call: the $1,000 audit, $3,500 AI Install, builds from $15,000, retainers from $1,500/mo — what drives the price, what alternatives cost, and when not to buy.
Jul 7, 2026 · 6 minTradesWhat a missed call really costs a trades business
Field crews can't answer the phone, so a share of inbound calls — and the jobs behind them — quietly leak away. Here's the math, and the agent that plugs it.
Jun 25, 2026 · 4 minProfessional servicesThe follow-up that never got sent
Professional firms lose work to the follow-up that never went out, not the competitor. Three quiet agents — intake, document, follow-up — fix it.
Jun 25, 2026 · 4 minOperationsThe same number, typed into three systems
The same number gets typed into three systems and still drifts apart. Here's how a couple of agents end the re-keying for an operations team.
Jun 25, 2026 · 4 minExplainerWhat is an AI agent for business?
An AI agent does the task, not just the talking. Here's the plain-English difference between a chatbot, a tool, and an 'AI employee' built around your workflow.
Jun 25, 2026 · 4 minBuy vs. buildAI tool vs. AI employee: buy software or have it built?
Buy an off-the-shelf AI tool or have one built for you? Here's how to tell which your business actually needs — and when a $30 tool is the right call.
Jun 25, 2026 · 4 minPlumbingHow a plumbing shop cuts bidding from hours to ten minutes
Why training a person to estimate stalls — and how an AI estimator trained on your own job costs gets a bid out in minutes.
Jun 24, 2026 · 5 minPublic worksThe one line in the specs that loses public-works bids
On hard-bid jobs the lowest number doesn't always win. Miss a required submittal and your bid gets tossed — here's how to never miss one.
Jun 22, 2026 · 6 minMethodThe AI workflow audit: what two hours actually finds
What an AI workflow audit actually finds: how two hours of watching your team turns into a ranked, value-vs-effort plan for your first agent.
Jun 20, 2026 · 6 minFind your costliest bottleneck.
Most custom AI fails because nobody uses it — ours starts with your Company Brain. Thirty minutes, free; then most begin with the $3,500 AI Install, live in your first week.