AI estimating hit $1.5M in bids

A contractor reported processing $1.5M in bids using autonomous AI estimating — a sign these tools are moving from pilot to real quoting workflows for small shops. The case study says AI sped up accuracy and proposal generation, which could change how solo electricians compete on speed and professionalism. (prweb.com)

The announcement was issued March 27, 2026 with a Buffalo, N.Y. dateline and was distributed by Makeoff as the source of the release. (prweb.com) Precision Electrical is identified as an Indianapolis-based commercial electrical contractor that adopted Makeoff in August 2025 and now standardizes AI-driven estimating for commercial projects over $50,000. (prweb.com) The company reports producing about 10–15 fully documented bids per month after integration, with labor application and margin logic applied consistently across those bids. (prweb.com) Makeoff’s platform is described as converting takeoff quantities into structured material selections and labor calculations while documenting each estimating decision, and the vendor positions those capabilities as including built-in code logic and traceable proposals. (prweb.com) Makeoff CEO Will Zacher is quoted saying the system “selects real products, applies real labor, and records each decision inside the estimate,” and Precision Electrical CEO Jacob Malone is quoted saying the tool strengthens administrative work so field crews can focus on execution. (prweb.com) The release frames the process change as a risk-reduction measure for general contractors by reducing scope gaps, procurement delays, and budget surprises through documented material choices and consistent labor assignments. (prweb.com)

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