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OpenAI's Decisions API Is Now Live for Everyone — and It Was Built to Catch a Startup

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  Most AI answers arrive as essays. OpenAI's new Decisions API doesn't write a word — it answers yes or no, picks from your categories, or scores on your rubric, in 100 to 180 milliseconds. It went generally available this week, and the backstory is the best part: OpenAI's own product lead, Nikunj Handa, reportedly admitted the product wasn't on the roadmap four weeks ago. A small startup forced the sprint. Yes or no, in 100 milliseconds The API runs on GPT-6 Luna. Developers send text or images plus typed questions and get machine-readable answers in three shapes: a probability that a condition is true, a pick from a fixed list with a probability for each, or a score on rubric levels you define. Input costs $0.10 per million tokens, and output tokens are free. It launched as a public beta on October 6 (after a limited DevDay preview in late September), and the general release adds voice and visual input plus geographically targeted inference. Early customer Speak, the...

AI Tools Every Contractor Should Use in 2026

AI illustration of a contractor in a hard hat holding a phone with a robot assistant, titled AI Tools Every Contractor Needs in 2026

 


You're under a sink when the phone rings. By the time you climb out, the customer has already called someone else. It happens constantly: roughly three out of four contractor calls go completely unanswered, and a single missed emergency call can cost $500 to $900 in lost revenue. In 2026, AI tools can answer that call, book the job, write the quote, and chase the review — while you stay on the wrench.

Never miss a call again

An AI receptionist picks up every call, even at 9 PM on a Sunday. Avoca AI is built specifically for HVAC and plumbing shops: it answers every call, books jobs around the clock, and even runs re-engagement campaigns to bring old customers back. If you already run on a platform, Housecall Pro's CSR AI add-on handles 24/7 call and chat answering, and Jobber's AI Receptionist add-on (around $29 a month) bolts onto its scheduling. One booked emergency job can pay for months of the subscription.

Run the whole office from the truck

Field-service platforms now do scheduling, dispatch, quoting, invoicing, and payments in one app. Housecall Pro is the friendliest start: Basic is $59 a month billed annually for a solo operator, Essentials is $149 for up to five users, and Max is $299 for eight users — with AI helpers baked into every plan and a 14-day free trial to test it. Jobber is the cleanest scheduler for small teams with its Copilot AI. ServiceTitan is the heavyweight: AI dispatch, AI estimators, and reporting built for 20-plus-tech operations — but pricing is custom per technician (third-party estimates run $245 to $398 per tech per month) with implementation fees in the thousands, so it only makes sense once you're big.

Quotes, photos, and reviews on autopilot

Paperwork is where hours quietly die. CompanyCam documents every job with photos and uses AI to tag and organize them ($63 to $199 a month) — proof of work when a customer disputes a charge. NiceJob automatically texts customers for reviews after every job, which is how small shops quietly build a five-star reputation (Starter $75, Pro $125). And for the writing side — estimate emails, follow-ups, invoices in plain language — free ChatGPT or Claude handles it; the paid plans are $20 a month each. Contractors who also serve rental properties will get extra mileage from these, since llandlordsare the repeat customers who call most.

The take

Start where the money leaks fastest: missed calls. Add one AI receptionist and one platform for scheduling and invoicing, then let reviews accumulate on autopilot. Two rules: let AI draft the quote, but a human reviews it before it goes out — and never let software set your final price on a job you've never seen. AI is the office manager; you're still the contractor. If you're running the whole business solo, these pair well with the basics in our guide to AI tools for small business — and when the inbox piles up, AI email assistants keep customers answered without you touching the phone.

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