May 21, 2026

How AI Is Cutting Landscape Estimating Time by 70% — Inside Bobyard with Founder Michael Ding

59 minutes

If your estimators are buried in takeoffs, passing on bids because there just isn’t enough time, or manually counting plants for hours on end — this episode is going to hit close to home. Jeffrey Scott sits down with Michael Ding, founder of Bobyard, a San Francisco-based AI-powered takeoff and estimating platform purpose-built for the construction and landscape industry. Michael breaks down how Bobyard uses computer vision models (not your typical ChatGPT-style AI) to read complex construction drawings and automate the most time-consuming parts of the estimating process — cutting takeoff time by 50% to 70%, and in some cases 80%. They dig into how the technology actually works, why landscaping was the most difficult construction niche to crack, the real ROI for companies of all sizes, and what it means to increase the “leverage” of every estimator on your team. Michael also opens up about his leadership philosophy — from hiring only high-caliber talent with a brutally rigorous interview process, to the discipline of repeating your vision until your team is tired of hearing it. Whether you’re a $2M owner doing your own takeoffs on weekends or a $20M company with a full estimating team, this conversation will change how you think about AI, bidding strategy, and business growth.

TAKEAWAYS

AI takeoff software vs. traditional estimating tools: Bobyard uses computer vision models — not large language models like ChatGPT — to visually interpret construction drawings the way a human estimator would, making it uniquely suited for the non-standardized, highly complex world of landscape plans.

50%–80% faster takeoffs are real and demonstrable: Bobyard runs live demos using the prospect’s own drawings, completing in 20 seconds what typically takes two hours — so you see the ROI before you ever sign a contract.

Landscaping is the hardest construction niche to automate — and that’s a competitive moat: Because there’s zero standardization in landscape drawing notation (unlike electrical or plumbing), Bobyard had to solve a foundational AI problem that will now power their expansion into 20–30 additional construction trades.

Don’t pass on bids because you’re too busy — that’s a tech problem, not a capacity problem: Michael makes the case that passing on a project due to estimating bandwidth has nothing to do with your crew quality or company reputation — and that’s exactly the problem Bobyard was built to fix.

AI increases estimator leverage, it doesn’t replace them: Bobyard handles the “middle of the workflow” — the counting, quantifying, and flagging of ambiguous decisions — while your estimators focus on the high-value work: relationships, strategy, and winning bids.

Hiring philosophy that attracts top talent: Bobyard writes custom, insanely difficult interview problems rather than using generic coding tests — and high-caliber candidates actually accept offers because of how rigorous the process is. It signals the company is serious and values intelligence.

Repeat your vision until people are sick of hearing it: As Bobyard tripled headcount in four months, Michael learned that clearly and relentlessly communicating goals — doubling revenue every quarter — is one of the most critical leadership skills as your company scales.

ROI looks different depending on your company size: For smaller companies, Bobyard gives owners their nights and weekends back. For mid-size and large firms, it means estimators can shift from clicking on plants to managing client relationships, getting promoted, and driving more revenue.

The construction industry’s productivity problem is decades old — and AI is the fix: Construction worker productivity has actually declined since the 1970s relative to the rest of the U.S. economy. Bobyard is directly targeting that gap with a product that makes estimating teams 3x more productive.

🎟️ Summer Growth Summit — Detroit, August 18–20 Michael will be on the AI panel live at this year’s Summit — don’t miss the chance to see Bobyard in action and connect with the sharpest minds in the landscape industry. Early bird ends June 26. Save $300 per ticket. Register here: https://jeffreyscott.biz/summer-growth-summit-26/

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