Real Results for Solo GCs

How photo-based AI takeoffs are helping residential contractors win more jobs, cut estimating time, and grow their business — without adding staff.

Case studies

Residential

Riverside Builds

From 3-hour takeoffs to 15 minutes on complex kitchen remodels

92% faster estimating time

Marcus Chen was spending half his Fridays doing material takeoffs for bids. After switching to photo-based AI, he now handles 3x more estimates per week and finally has time to follow up with prospects instead of drowning in spreadsheets.

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Remodel

Marina Construction Co.

Winning the bid on a $94K bathroom addition when she was still new in town

$94K first major contract

When Diana Ruiz moved to Austin, she didn't have a network. Her first big client was a referral from a Realtor who'd seen her work on a flip. She needed to produce a professional estimate fast — and she needed it to be right.

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Full-service GC

Soto Home Services

Scaled from 12 to 31 active projects without adding an office assistant

158% project volume increase

Rafael Soto built his GC business over eight years. His bottleneck wasn't sales — it was back-office work. Every new project meant another round of material takeoffs and purchase orders. Photo-based AI freed him from that grind.

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Historic restoration

Wright Renovation Group

Won a city contract for historic window replacement after low bids by two competitors collapsed

$67K municipal contract won

Historic restoration projects require detailed material documentation that slows down the bidding process. For Sarah Wright, the ability to produce comprehensive AI-assisted takeoffs became a competitive advantage when a city project needed fast, accurate turnaround.

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Custom homes

Bennett Builders

First year in business: 8 jobs, $420K billed, zero missed material orders

$420K first-year revenue

Derek Bennett started his GC business after 12 years working for others. He had the skills but not the systems. Photo-based AI gave him the estimating infrastructure of a company ten times his size.

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