When contractors evaluate AI estimating software, the decision often comes down to more than automation. Speed matters, but so do control, flexibility, and the ability to train teams internally.
In this in-depth comparison of Bobyard vs Beam AI by Attentive.ai, we break down how each platform works and why Bobyard is the stronger choice for contractors who want to own their estimating process.
What Is Bobyard?
Bobyard is an AI-powered takeoff and estimating platform designed specifically for contractors who want to run estimating fully in house. It automates quantities, measurements, and counts while allowing users to instantly re-run AI whenever plans or assumptions change.
Rather than replacing estimators or pushing work outside the organization, Bobyard is built to support real workflows used by estimators, project managers, and trainees. This makes it a core operational system instead of a one-off automation tool.
Companies who use Bobyard have seen drastic improvements, with a 65% reduction in time to place bids, $1.1M Increase in revenue per employee, and a 27% increase in revenue and profit.
As Quint Henninger, Executive Vice President of Green Landscaping explained, “It's a tremendous tool. I would never go back to the way that we did it before.”
Attentive.ai is an AI takeoff platform focused on automating measurements for landscaping, paving, snow removal, facilities management, and other construction-related services. Its core value lies in a “set-it-and-forget-it” model — teams upload plans, define scope, and receive completed measurements without managing the process internally.
This approach minimizes hands-on effort, but it also means estimators have less direct control over the takeoff as it’s being produced. Adjustments, refinements, and iterations typically happen after delivery rather than in real time within the workflow.
This comparison chart highlights the most important differences contractors care about when choosing between Bobyard and Beam AI by Attentive.ai.
| Feature / Capability | Bobyard | Beam AI (by Attentive.ai) |
| AI Takeoffs & Measurements | ✅ Yes | ✅ Yes |
| AI Technology | ✅ Landscaping (trade) specific | ⚠️ Generalized AI |
| Turnaround Time | ✅ Instant (self-serve software) | ⚠️ Days |
| Customer Service | ✅ Best in class | ⚠️ Standard support |
| Onboarding | ✅ Tailored live session | ⚠️ Standardized checklist |
| Payment | ✅ By seat or flat fee | ⚠️ By sheets |
Bobyard delivers a complete takeoff and estimating environment. It combines a full “manual takeoff suite” (similar to Bluebeam) with a proprietary AI toolkit that automates measurements directly inside the software. Users can review, adjust, and finalize quantities in the same workspace — then seamlessly move into estimating and bid creation. The result is a unified preconstruction stack where takeoffs, pricing, and bid management all live in one place.
Attentive.ai is designed to replace the headache of in-house takeoff work. Teams upload plans, define the scope, and receive completed measurements in return. While this can reduce internal drafting time, the process functions more like an outsourced service than an integrated estimating workflow.
Because quantities are produced externally and delivered back to the team, estimators still need to review, validate, and transfer the data into their estimating systems. What appears simpler upfront can introduce back-and-forth communication, delivery wait times, and additional coordination — increasing friction and total workflow cost over time.
💡 Learn more about Bobyard’s Estimate Table: a seamless takeoff-to-bid workflow
This is one of the most meaningful differences between Bobyard and Beam AI by Attentive.ai.
With Bobyard:
AI runs happen in real time
Changes can be made immediately
With Beam AI by Attentive.ai:
Processing is submission-based
Revisions introduce additional delivery cycles
Iteration requires formal resubmission instead of live refinement
For contractors bidding frequently, the ability to re-run AI without friction saves hours and reduces stress. Nick Somes, Project Manager and Estimator at Smith & Enright, explained, “Now that we're using Bobyard, one sheet takes me a minute. 10 sheets takes me 15 minutes.”
Estimating and takeoffs are often used to train:
New estimators
Project managers
Operations staff
Bobyard is intentionally built to support this learning process. Teams can see how quantities are generated, make changes, and understand estimating logic - all inside one system.
Attentive.ai’s broader scope can make it harder to use as a training tool, especially when estimating knowledge is meant to stay in house.
Takeoffs and estimating aren’t just production tasks — they’re foundational training tools for:
New estimators
Project managers
Bobyard is intentionally built to support that learning process. Because takeoffs, revisions, pricing logic, and bid development all happen inside one system, teams can see how quantities are generated, adjust them in real time, and understand the estimating logic behind every number. Over time, your workflows, assumptions, and best practices stay embedded in the platform — strengthening institutional knowledge instead of fragmenting it.
Attentive.ai’s outsourced-style model can make this more difficult. When measurements are produced externally and delivered back as finished outputs, much of the process happens outside your team’s visibility. That may reduce internal workload, but it also limits hands-on learning and makes it harder to retain estimating expertise in-house.
Bobyard is the better choice for teams that:
Want full control over estimating
Need fast, repeatable AI re-runs
Train estimators and PMs internally
Treat takeoffs as a core competency
Instead of outsourcing intelligence, Bobyard helps companies build it in house.
Beam AI by Attentive.ai can be a good option for:
Organizations serving many different service categories
Teams without an in-house estimator
Construction departments that are just starting out
The decision ultimately depends on whether you value breadth or depth and control.
For contractors who want real-time control, easy iteration, and in-house estimating, Bobyard is the better fit.
Yes, Beam AI by Attentive.ai uses AI to automate takeoffs across multiple service industries.
Bobyard is generally easier to use for training because estimating happens directly inside the platform.
Yes. Bobyard allows AI to be re-run instantly, making it well suited for fast changes.
Bobyard was initially trained on landscaping-specific drawings and workflows, which is where it’s currently strongest. However, the platform itself is built around core contractor estimating principles — meaning its takeoff tools, AI automation, and estimating features can be applied across a wide range of trades.
While landscaping is the foundation today, the underlying system is designed to support broader construction workflows as it continues to expand.
Both Bobyard and Beam AI by Attentive.ai bring AI into takeoffs and estimating, but they serve different philosophies. Attentive.ai emphasizes broad automation, while Bobyard emphasizes ownership, flexibility, and real-time control.
For contractors who want to move faster without outsourcing intelligence, Bobyard is the stronger long-term choice.
💡 Estimate your potential ROI with Bobyard
If you’re evaluating Beam AI by Attentive.ai alternatives or comparing Beam AI vs Bobyard, the best way to see the difference is in action. Bobyard’s real-time AI, unlimited re-runs, and contractor-first workflows are easiest to understand when you experience them on your own plans.
Book a free demo to explore how our automated landscaping takeoff software works and see how you can bring faster, more reliable estimating fully in house