HelonicHelonic

Build defensible cases with objective drawing analysis

Document design defects, identify drawing errors for claims, and support expert analysis with AI-powered review that is consistent, repeatable, and tied to specific sheet references.

What slows down construction lawyers

Drawing-driven disputes hinge on technical evidence that is slow, expensive, and inconsistent to produce manually.

Establishing Liability

Determining whether design errors, coordination failures, or construction defects caused field problems requires deep technical drawing analysis.

Documenting Defects

Building a defensible record of drawing errors across hundreds of sheets requires systematic, thorough review that is difficult to achieve manually.

Analyzing Claims

Change order disputes, delay claims, and defect litigation all hinge on what the construction documents actually show versus what was built.

How Helonic helps

Equip your litigation, claims, and expert teams with consistent, document-backed analysis of every drawing in the set.

1

Defect Documentation and Analysis

Systematically analyze drawing sets to identify and document design defects, coordination failures, and code violations with specific references to sheet numbers and details.

2

Drawing Error Identification for Claims

Pinpoint errors and omissions in construction documents that led to field problems, change orders, or construction defects, providing objective evidence for claims support.

3

Standard of Care Assessment

Compare drawing quality against industry standards and code requirements to help evaluate whether the design met the applicable standard of care for the project type.

4

Change Order Justification

Analyze original contract documents against change order requests to determine whether changes were caused by design errors, owner changes, or unforeseen conditions.

5

Expert Report Support

Provide technical drawing analysis that supports expert witness testimony with documented, repeatable findings across the full construction document set.

Common issues we catch

The recurring patterns Helonic surfaces in claims and litigation drawing reviews.

Design Errors & Omissions

  • Design errors that directly caused field failures and rework
  • Missing information leading to contractor claims and disputes
  • Inconsistencies between drawing sheets and specifications
  • Ambiguous details open to multiple interpretations

Coordination & Compliance

  • Coordination failures between architectural and engineering disciplines
  • Building code non-compliance creating liability exposure
  • Specification conflicts with drawing details
  • Incomplete permit-level documentation

ROI for construction lawyers

What changes when AI drawing analysis sits behind your claims and litigation work.

OBJECTIVE ANALYSIS
Objective
AI-powered drawing analysis for claims and dispute support
EVIDENCE GATHERING
Faster
Document review for depositions, expert reports, and trial prep
ISSUE DOCUMENTATION
Clear
Findings with specific sheet and detail references

Frequently Asked Questions

How does Helonic help on a construction dispute?
It produces an objective, sheet-referenced record of drawing ambiguities, coordination gaps, and missing information across a set, which helps establish where the documents were deficient and how issues propagated into the field.
Can it be used to analyze a set after the fact?
Yes. It reviews the 2D PDFs regardless of project stage, so it can analyze the issued documents involved in a claim and surface the conflicts that were present in them.
Does it assign fault or make legal conclusions?
No. It surfaces factual, sheet-specific drawing issues; interpretation and legal conclusions remain with counsel and experts.
How quickly can it review a disputed set?
A full set is typically analyzed within 24-48 hours, producing a structured issue list counsel and experts can work from.
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: Guidance references the drawing ambiguities and coordination gaps that most often underlie construction disputes and claims, grounded in Helonic's review of contested sets. Examples reflect the documentation issues that drive delay and defect claims.

Last reviewed by Milind Sagaram · May 2026

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