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Helonic vs Togal AI

Compare AI-powered clash detection and code compliance with AI-powered quantity takeoff.

Quick summary

Choose Helonic if:

  • You need coordination and compliance analysis
  • You want a proprietary AI trained on construction drawings
  • You need code compliance checking
  • You want automated RFI generation
  • You need cross-discipline clash detection

Choose Togal AI if:

  • You need automated quantity takeoff
  • You want area measurements from PDFs
  • You need cost estimation support
  • You want space classification
  • You need measurement accuracy

Feature comparison

FeatureHelonicTogal AI
Clash detection
Quantity takeoff
Code compliance
Area measurement
Cross-discipline analysis
Cost estimationSupports
AI-powered
Works with PDFs
RFI generation
Space classification

Different AI applications

Both Helonic and Togal AI use artificial intelligence on construction PDFs, but they solve completely different problems.

Togal AI measures quantities and classifies spaces for estimating. It reads floor plans and automatically calculates areas, identifies room types, and generates takeoff data that feeds into cost estimation workflows. Estimators use Togal to price the work faster and more accurately.

Helonic analyzes drawings for coordination issues and code violations. It reviews drawing sets across disciplines to identify clashes, missing information, and building code non-compliance. Project teams use Helonic to verify the drawings are correct before pricing and construction begin.

These tools are complementary, not competing. Use Helonic to ensure the drawings are right, then use Togal AI to measure and price them. Better drawings lead to more accurate takeoffs.

Frequently Asked Questions

Do Helonic and Togal.AI do the same thing?
No. Togal.AI is an AI takeoff tool that measures areas, classifies spaces, and generates quantities from floor plans for estimating. Helonic is an AI reviewer that checks drawing sets for coordination conflicts, code violations, and missing information. Both use AI on PDFs, but for different jobs.
Can I use Helonic and Togal.AI together?
Yes, and they complement each other well. Helonic verifies that the drawings are correct and coordinated, and Togal.AI measures and prices them. Cleaner, more accurate drawings lead to more reliable takeoffs.
Does Togal.AI check drawings for code or coordination issues?
No. Togal.AI focuses on measurement and quantity takeoff, not on reviewing a set for clashes or building code compliance. Helonic provides that review layer, which is separate from estimating.
Which tool does an estimator need?
An estimator's core tool is takeoff, so Togal.AI directly speeds up measuring and pricing. Helonic helps estimators indirectly by catching drawing errors that would otherwise cause scope gaps and change orders after the bid. Many estimating teams value both.
Is Helonic an estimating tool?
No. Helonic does not produce quantities or pricing. It reviews drawings for issues that affect buildability and compliance, which protects the accuracy of whatever takeoff and estimate follow. For measurement itself you would use a takeoff tool like Togal.AI.
MS

Milind Sagaram

Co-founder & CEO, Helonic

Milind is the co-founder and CEO of Helonic, where he leads product and go-to-market for AI-powered construction drawing analysis. He works closely with general contractors, project managers, estimators, and owners to understand how drawing quality drives project outcomes - and where AI can reduce RFIs, change orders, and rework. Milind has interviewed hundreds of construction professionals across project delivery roles, from preconstruction estimators at ENR top-400 contractors to facilities directors at institutional owners, and uses those conversations to shape both product direction and the way Helonic talks about the work.

Areas of focus
  • Construction project delivery and preconstruction
  • RFI and change order economics
  • Owner and GC workflows for drawing QA/QC
  • Estimating risk and bid-stage scope assessment

How this page was researched: This comparison reflects Helonic's 2026 assessment of AI drawing review versus AI quantity takeoff, based on conversations with estimators and preconstruction teams about how drawing quality affects bids. We separated measurement and pricing from coordination and code review to show where each tool fits. Helonic's scope is automated review of 2D drawing sets, not takeoff or estimating.

Last reviewed by Milind Sagaram · May 2026

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