Introduction
Estimating has always run on precision and hard-won expertise. That part hasn’t changed. What’s changed is the pressure around it: more projects to bid, fewer experienced estimators to bid them, and margins getting thinner every year.
This report looks at how AI-assisted estimating helps teams work faster, bid more, and spend their time on the work that actually protects profit. The findings come straight from customer feedback on Takeoff Boost™, the AI takeoff suite in in On-Screen Takeoff®, and its core tool Auto Takeoff.
Key Insights at a Glance
- Speed: Automated takeoff processes using Auto Takeoff are up to 95% faster than traditional manual methods.
- Capacity: Teams can submit 2-3 additional bids per month without increasing head count with the time saved.
- Sentiment: “Time Savings” was identified as the primary driver for 54% of survey respondents, indicating a market willingness to trade minor initial accuracy adjustments for massive efficiency gains.
The State of Preconstruction in 2026
The construction industry is navigating a challenging economic environment. While demand for new commercial projects is strong, many companies lack the staff or resources to bid on all available work. At the same time, profit margins are tightening, making it harder for businesses to succeed.
500K
5%
70%
The Challenge
In this environment, speed is no longer a luxury. It is a requirement for business survival. Traditional manual takeoff methods, such as clicking, counting, and tracing blueprints, limit how many jobs a team can bid. When estimators spend 80% of their time counting and measuring plans, there’s little time left for the strategic analysis that protects profit margins.
Our Approach
We surveyed active On-Screen Takeoff users across trade contractors and general contractors to find out how AI-assisted takeoff, specifically the Auto Takeoff feature, changes the way they work and grow. Their answers run throughout this report.
Methodology
These findings pull from a few sources: the 2025 Takeoff Boost Product-Market Fit Study, recent surveys of active On-Screen Takeoff users, customer testimonials, and case studies. We focused on three things: how users feel about the tool, how much time they actually save, and how they’d react if Auto Takeoff went away.
Bridging the Efficiency Gap:
Manual vs. AI-Powered Takeoff
For decades, “digital takeoff” just meant moving from paper plans to a screen. It made plans easier to organize, but the takeoff itself stayed manual and repetitive. A complex commercial project can take thousands of individual clicks. That kind of grind is slow, and every click is another chance to make a mistake.
That’s the gap Takeoff Boost was built to close. Takeoff Boost is the AI takeoff suite inside On-Screen Takeoff, a set of AI tools that each take aim at a different time drain in the estimating process. The tool at the center of it is Auto Takeoff: the capability that reads your plans and does the measuring for you. (You’ll meet the rest of the suite later in this report.)
The Auto Takeoff Advantage
Auto Takeoff flips the work from manual input to fast review. It speeds estimators up not replace them. By using AI to automatically find and measure the elements on a plan, it cuts the time it takes to build a first-pass takeoff way down. That frees you up for the work only an estimator can do: strategy, precision, and judgment.
As one drywall estimator put it, “Auto Takeoff gives me about a two or three-hour head start on my takeoff.”
It’s a partnership between AI and human expertise, where the tool handles the grunt work, and the estimator stays in control. For those concerned about AI taking over jobs, Auto Takeoff is proof that technology can empower professionals rather than replace them.
Auto Takeoff can process up to 5 plan pages in just 30 seconds. Compared to manual methods, this process is up to 95% faster for standard elements such as walls, areas, and counts.
"I did 3 projects in 20 minutes with Takeoff Boost. That would have taken me a couple of days if I were doing them from scratch."
What Do Estimators Think of AI-Powered Takeoff?
To measure the true value of Takeoff Boost, we asked users how they would feel if they could no longer use the Auto Takeoff feature. Nearly 68% of survey users said they would be “very disappointed” or “somewhat disappointed” to lose access. This shows that the tool has become an essential part of the modern preconstruction workflow.
Why do estimators choose AI-powered takeoff?
Our data reveals a clear priority among estimators. While accuracy is always important, the main driver for adopting AI-assisted takeoff is efficiency.
the #1 reason why they value the tool.
The Operational Impact: Doing More with Less
For most construction firms, the biggest challenge isn’t a lack of work to bid on—it’s a lack of time to bid. By making the estimating process up to 95% faster, Auto Takeoff directly expands your team’s capacity.
This efficiency gain allows estimators to submit 2-3 additional bids every month without working longer hours or hiring more staff. In an industry with tight margins, bidding on more jobs allows you to be more selective, helping you increase profits and achieve your business goals.
Shifting Focus to Strategy
When repetitive counting is automated, the estimator’s role changes. Instead of spending hours measuring data, they can focus on analyzing it. This frees up estimators to concentrate on high-value tasks that win jobs and save money, such as:
- Determining which projects are worth bidding on
- Risk assessment and mitigation
- Value engineering and sourcing alternative materials
- Subcontractor scope verification
Qualify Projects in Minutes, Not Hours
For general contractors, time is often the most valuable resource. Auto Takeoff enables GCs to quickly assess whether a project is worth pursuing before investing days of effort.
In just 30 seconds, Auto Takeoff can process five floors of architectural drawings, providing basic counts, wall types, linear footage, and square footage. This rapid analysis allows GCs to make fast “go / no-go” decisions, walking away from projects that aren’t a good fit and focusing their resources on more promising opportunities.
“Auto Takeoff lets us size up multi-floor interiors in under a minute and walk away from bad fits before burning days of estimating effort.”
Does AI Affect Estimating Accuracy?
Adopting AI in construction often requires a new way of thinking. While some estimators may be frustrated by any need for corrections, most recognize that AI is a powerful tool, even if it isn’t perfect.
The consensus is clear: users are willing to trade minor initial corrections for massive time savings. It is far faster to review and refine 20% of an AI-generated takeoff than it is to generate 100% of it from scratch.
Takeoff Boost is a suite of AI tools is designed to get you 80% of the way to a final estimate. The estimator’s role evolves from “counter” to “reviewer.” It’s not just about reducing mouse clicks. It’s about reducing the mental load that comes with complex estimating tasks.
Customers often describe the cognitive load of interpreting architectural intent and second-guessing measurements as more taxing than the physical act of measuring. By automating 80% of the takeoff process, Takeoff Boost gives estimators the extra time they need to focus on mental tasks like risk assessment and reducing second-guessing.
ROI and Value: The Benefits of Takeoff Boost
In today’s market, not adopting AI-powered estimating tools comes at a cost. Every hour an estimator spends counting is an hour not spent on strategic work that drives growth.
The return on investment for Auto Takeoff is immediate. Winning just one additional job from the extra bid capacity often covers the software investment for an entire year.
Immediate ROI by the Numbers
Because Takeoff Boost is integrated directly into the On-Screen Takeoff interface you already know, there is no new software to learn. It’s simply a new button to click.
Meet the Full AI Suite: Everything Inside Takeoff Boost
Takeoff Boost is a suite of AI tools inside On-Screen Takeoff. Each AI tool removes a different bottleneck from your day. Auto Takeoff handles the measuring. The rest handle everything around it, naming sheets, counting items, and connecting plans to their details.
Auto Takeoff
The tool you’ve read about throughout this report. It reads your plans and automatically detects and measures areas, linear dimensions, and items, getting you up to 95% of the way to a takeoff before you’ve touched the mouse. This AI tool is the engine of the suite.
Auto Count
Auto Count tackles one of the most tedious jobs in takeoff: counting repeating items across sheets up to 20 pages at time. This includes items such as footings, doors, corner guards, windows and more. On-Screen Takeoff recently released a new version that is more than 65% more accurate than previous generations of Auto Count.
Auto Link
Before Auto Link, connecting a plan to its detail sheets was a manual, page-by-page slog. Now the suite builds those links for you, automatically creating Named Views and Hot Links so you can jump from a plan to its detail with a single click.
Auto Name
Auto Name renames and organizes every page in a plan set automatically. A 200-page set that used to eat a full day now takes about ten minutes.
How Takeoff Boost Compares to Other AI-Powered Takeoff Tools
Takeoff Boost combines the industry’s original, most trusted digital takeoff solution—On-Screen Takeoff—with a modern AI engine that is built for estimators, not just generic image recognition. While other competitors’ tools claim to offer automation, they often fall short in how deeply their automation works and how well it fits into a complete estimating process.
As part of the ConstructConnect ecosystem, Takeoff Boost connects seamlessly with project data, estimating, and reporting. This allows you to move from finding projects to creating detailed bids without re-entering data. No other provider combines advanced takeoff tools, purpose-built AI, and deep preconstruction integrations into one reliable platform.
Takeoff Boost combines the industry’s original, most trusted digital takeoff solution—On-Screen Takeoff—with a modern AI engine that is built for estimators, not just generic image recognition. While other competitors’ tools claim to offer automation, they often fall short in how deeply their automation works and how well it fits into a complete estimating process.
As part of the ConstructConnect ecosystem, Takeoff Boost connects seamlessly with project data, estimating, and reporting. This allows you to move from finding projects to creating detailed bids without re-entering data. No other provider combines advanced takeoff tools, purpose-built AI, and deep preconstruction integrations into one reliable platform.
Explore How Takeoff Boost Compares to Other Takeoff Tools
Customer Success: How AKS Interior Systems Turned Days of Takeoff Into Minutes
AKS Interior Systems takes on the acoustic and drywall jobs other contractors won’t touch — and they’re aiming to triple in size in three years. The math didn’t work on manual takeoff: more bids meant more hours the team didn’t have. With Takeoff Boost inside On-Screen Takeoff, Lead Estimator Sheri Winslow now runs multiple floor and ceiling takeoffs in about 30 minutes, turning saved time into more bids and faster growth.
What changes for AKS Interior Systems:
Days of takeoff became 30 minutes: Multiple floor and ceiling projects, done in the time a single one used to take.
More bids out the door: The speed translates directly into bid volume, and more bids means more wins.
Estimators on high-value work: With the clicking and drawing automated, the team spends its time on complex analysis and stronger bids.
Faster onboarding: New estimators on Sheri’s team learn strategy and business instead of grinding out repetitive tasks.
Conclusion: Build with Confidence and Speed
Choosing Takeoff Boost lets teams move faster, deliver dependable estimates, and capture more opportunities without compromising quality or professional authority. It hands estimators back the hours they need for strategy, value engineering, and stronger client relationships.
And it’s no longer just about faster takeoff. With Auto Takeoff measuring your plans, Auto Name organizing your sheets, Auto Link connecting your details, and Auto Count handling the tedious counts, Takeoff Boost brings an entire AI-powered workflow into On-Screen Takeoff, the platform estimators already trust.
The research is consistent: estimators using Takeoff Boost bid with more confidence, teams get more productive, and capacity grows without adding staff or complicating the way you already work.
Build with a suite worthy of daily reliance, one engineered to win more work, strengthen your business, and grow even in demanding conditions. Takeoff Boost is more than time recovery. It opens up new possibilities for your team and your business.