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Stop chasing "bad debt." Learn why traditional invoicing is hurting your cash flow and how on-site "Tap to Pay" technology ensures you get paid the moment the job is done.

Jonathan Tyson
Published Mar 12, 2026

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In the fast-paced world of field services, precise and reliable estimates are crucial for maintaining profitability and customer satisfaction. Yet, many contractors have experienced the frustration of AI estimating tools that fall short of their promises. These tools, meant to streamline and enhance the estimation process, often deliver inaccurate results, leading to project delays and cost overruns. This has left many businesses questioning their reliance on technology and reverting to traditional methods.
"And this is what made Angie Pro Services hard. They try to price out the job and then you get there and you learn there's a lot more into the job and now the customer's upset because they've been promised this price. And it really doesn't work that way, you know, with contracts. so, and then number three is this is huge game changer. Invest in some sort of estimation software or some sort of estimation process." —Levi Baumgras, Baumgrass Consulting
AI estimating tools have been marketed as a revolutionary solution for contractors, promising speed and accuracy. However, the reality for many is far from this ideal. The lack of precision in these tools often results from generic algorithms that fail to account for the unique variables of each job. This can lead to significant discrepancies between initial estimates and actual costs, straining relationships with clients and impacting a company's bottom line.
"It's pretty spot on and it was actually starting to double and somewhat triple in some jobs what I was charging before. And then I could go in with a little bit more confidence because it would send this whole cost analysis breakdown in the form of this estimate, email to the client and it would come with this, they could e-sign it and it let them know that this is verified by a third party and it's legally binding." —Levi Baumgras, Baumgrass Consulting
Many field service businesses revert to manual estimation methods, believing them to be more reliable. However, manual processes are time-consuming, prone to human error, and can limit a company's ability to scale. The fear of AI inaccuracies often overshadows the potential benefits of technology, leaving businesses stuck in inefficient practices. Additionally, the lack of customization in many AI tools prevents businesses from tailoring the technology to their specific needs, further exacerbating the issue.
Swivl addresses these challenges with its AI Estimating tool, designed to adapt and learn from each user's unique inputs. Unlike generic AI solutions, Swivl's estimator is trained by the user, continuously improving its accuracy over time. By integrating historical data and manual adjustments into its algorithms, Swivl ensures that its estimates align closely with real-world outcomes, reducing the risk of cost overruns and enhancing customer trust.
"I send out that estimate, they have to sign that first in agreement to the job and the plan. it breaks down the plan to where it's in layman's terms for each client. And that really helps any ambiguity within the situation because they could just read the steps of what I'm actually going to be doing. On top of that, it has prices, the labor costs, and the tools and equipment already broken down. And I can mark up the material costs on percentage basis or price basis." —Levi Baumgras, Baumgrass Consulting
Implementing Swivl's AI Estimating tool can transform your business operations. With accurate, reliable estimates, you can enhance customer satisfaction, improve cash flow management, and reduce the likelihood of disputes over project costs. This not only strengthens your reputation but also gives you the confidence to take on more complex projects. The time saved from manual estimation allows you to focus on other critical areas of your business, driving growth and profitability.
Ready to experience the benefits of Swivl's AI Estimating? Try Swivl free and see how it can revolutionize your field service business.
Take control of your estimating process today—visit Swivl and start your journey towards more accurate and profitable project management.
Join thousands of contractors already growing with Swivl's AI-powered platform.