AI fire protection review aligned with IBC and NFPA

Helonic is an AI construction drawing analysis platform for fire protection engineers who review 2D PDF drawing sets.

Verify coverage, coordination, and code compliance across sprinkler, alarm, suppression, and passive fire protection systems, directly from your construction documents.

What slows down fire protection engineers?

Fire protection engineers miss coverage and rating gaps when a tired late-night review cannot cover every sheet.

Code Complexity

IBC, NFPA 13, NFPA 72, and local amendments create an intricate web of requirements that must all be satisfied simultaneously.

Multi-System Coordination

Sprinkler, alarm, suppression, and passive fire protection systems must coordinate with every other building system.

Coverage Verification

Ensuring complete sprinkler coverage, detector spacing, and egress compliance across every room and corridor.

How does Helonic help?

Helonic reviews sprinkler, alarm, and rated-assembly sheets together so coverage and rating gaps are listed before issue.

Sprinkler Coverage Analysis

Review sprinkler head layouts against architectural floor plans and reflected ceiling plans. Identify areas with insufficient coverage, obstructions that reduce effective spray patterns, and heads that conflict with other ceiling-mounted equipment.

Fire Alarm Coordination

Cross-reference fire alarm device locations with architectural room layouts, HVAC duct routing, and electrical panel locations. Verify detector spacing, notification appliance coverage, and pathway survivability requirements.

Rated Assembly Verification

Trace fire-rated walls, floors, and shaft enclosures across all sheets to identify discontinuities. Flag locations where rated assemblies are interrupted by penetrations, transitions, or intersections without proper detailing.

Egress Compliance

Verify exit access travel distances, common path of travel, dead-end corridors, and exit discharge configurations against IBC Chapter 10 requirements. Check door swing directions and exit signage locations.

Standpipe System Review

Verify standpipe class, locations, and hose connection placement against NFPA 14 and IBC requirements. Check coordination with stairwell layouts, floor plans, and hydraulic calculations.

What issues does Helonic catch?

Helonic flags missing coverage, rating discontinuities, and penetration details that fail inspection if they reach the field.

Coverage & Coordination

Sprinkler coverage gaps in concealed spaces
HVAC ductwork obstructing sprinkler discharge
Missing smoke detector coverage in plenums
Notification appliance spacing violations

Passive Protection

Fire-rated wall discontinuities at ceiling level
Missing fire stopping at penetrations
Rated door assemblies without proper hardware
Shaft enclosure breaches by MEP systems

What return do fire protection engineers see with Helonic?

Fire protection teams ship more complete life-safety packages because every sheet gets the same coverage and rating pass.

FASTER COMPLIANCE

70%

Faster compliance review vs manual checking

ISSUES FOUND

40+

Fire protection issues found per project

CODE-ALIGNED

IBC/NFPA

Aligned code compliance checking across the set

Frequently Asked Questions

What fire protection issues does Helonic catch?

It verifies sprinkler coverage and coordination under NFPA 13, checks fire alarm layout against NFPA 72, and flags fire-rated assembly and separation conflicts against the IBC, each tied to the sheet where it appears.

Does it coordinate fire protection with other disciplines?

Yes. It flags where sprinkler and fire alarm routing conflicts with structure, ductwork, or ceiling systems, the coordination gaps that otherwise surface during rough-in.

Can it check fire-rated separations and penetrations?

Yes. It flags fire-rated assembly conflicts and penetrations that lack firestopping coordination, which are common sources of inspection failures.

Does it need a model to check coverage?

No. It works on the 2D fire protection and coordinated sets you already produce.

Manas Gandhi

Co-founder & CTO, Helonic

Manas is the co-founder and CTO of Helonic, where he leads engineering and AI research for construction drawing analysis. He works directly with structural, MEP, civil, and fire protection engineers to translate the way they review drawings into AI systems that flag the issues that actually matter in the field. Before Helonic, he built machine learning pipelines for technical document understanding and has spent the last several years interviewing licensed design engineers and discipline leads to ground product decisions in real practice rather than industry assumptions.

Areas of focus

AI for technical document understanding
Cross-discipline coordination workflows
Code compliance automation (IBC, NEC, NFPA, IPC, IMC, ASCE)
Structural and MEP drawing review systems

How this page was researched: Fire and life-safety checks reference NFPA 13 sprinkler requirements, NFPA 72 fire alarm provisions, and IBC fire separation and egress requirements. Examples are drawn from Helonic's review of fire protection sets coordinated against architectural and MEP.

Last reviewed by Manas Gandhi · August 24, 2026

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