Helonic
Case Study

How Drawing Review Caught $375K in Clashes at a Pennsylvania Plant

  • Ductwork and a sprinkler main sat inside the bridge crane envelope, process piping hung from joists at midspan, and ducts blocked the ESFR sprinklers over rack storage.
  • Helonic, AI drawing review software, read the 1,200-page set across structural, mechanical, plumbing, fire protection, and electrical, and checked each against the specs.
  • The contractor priced six findings at more than $375,000 in field rework, led by $160,000 for ESFR obstructions and $80,000 for the crane clash.

Pennsylvania. $375K+ across 6 issues.

ESFR Obstructions

$160K ducts and tray over racks

Crane Envelope

$80K duct and main below the crane

Set Size

1,200 pages, $375K+ in 6 findings

A Bridge Crane, Rack Storage, and Joists Carrying $375,000 in Conflicts

A general contractor was preparing to build a manufacturing facility in Pennsylvania. The plant had a production bay with an overhead bridge crane, high-piled rack storage under ESFR sprinklers, process piping, heavy rooftop equipment, and a row of loading docks. The drawing set ran 1,200 pages.

Every one of those systems depends on another discipline's sheets. The crane lives on the structural and equipment sheets, so the mechanical and fire protection engineers rarely look at it. The sprinkler design was delegated and issued later than the rest of the set.

On a plant, each of those gaps shows up after the steel, the duct, or the pipe is already hung. The contractor wanted them on paper before buyout.

Helonic Found $160,000 in ESFR Obstructions and $80,000 Under the Crane

The contractor uploaded the full 1,200-page PDF set and specifications. Helonic compared the crane, joist, and roof framing data on the structural sheets with the mechanical, plumbing, fire protection, and electrical layouts, and checked each against the specs and the governing codes.

The most expensive finding was ESFR sprinkler obstructions. The spec called for ESFR heads over rack storage. NFPA 13 requires added sprinklers below obstructions wider than 24 inches, and the mechanical plans ran wide rectangular ducts across the storage area at deflector level, with cable tray beside them. The sprinkler drawings showed no heads below either one, and the rack heights on the equipment plan went past the sprinkler design basis. The contractor priced the field fix at about $160,000.

The second was the bridge crane envelope. The crane data required clear space above the rail for the bridge and trolley. The main supply duct and a sprinkler main both crossed the bay below that line. Helonic flagged it in the first pass. Rerouting the duct trunk after it is hung was estimated at about $80,000.

The third was process piping hung at joist midspan. The structural notes allowed concentrated loads only at joist panel points, and the hanger spec said the same. The plans hung a chilled water main and a compressed air header on trapezes at a spacing that landed at midspan on most joists, with each hanger carrying a few hundred pounds. That meant joist reinforcement or a new support frame, an RFI, and a structural review cycle, about $60,000.

The fourth was rooftop equipment on standard joists. A heavy rooftop unit sat with its curb straddling a joist line, with no dunnage or special-design joists on the roof framing plan. A duct curb opening also cut through a joist. The contractor put that at about $50,000.

The fifth was piping in the electrical room. NEC 110.26(E) keeps the dedicated space above switchgear, panelboards, and MCCs clear of foreign piping. The plumbing plans ran a roof drain leader and a domestic water line across the room that held the main switchboard and the MCC lineup. Storm piping runs by gravity and is hard to move after rough-in, about $25,000.

The sixth repeated at every dock. A unit heater, its flue, a light fixture, and conduit sat in the high-lift track zone of the overhead doors. The contractor priced each door at about $3,000 to relocate after install.

See how to review construction drawings, AI for construction drawings, 2D clash detection, bay area mixed-use drawing review, phoenix hospital drawing review, and portland apartment drawing review.

More Than $375,000 in Rework Moved Into the Drawings

The contractor sent all six findings to the design team as RFIs, each with the sheets and the conflicting values marked.

The duct and sprinkler main were raised out of the crane envelope or rerouted around the bay. The process piping hangers moved to joist panel points. The roof framing picked up dunnage and reinforced joists under the rooftop unit.

The storm and water lines were rerouted around the electrical room. The sprinkler designer added heads below the wide ducts and tray, and the design basis was reconciled with the rack heights. The dock equipment moved out of the door tracks.

Together, the six findings came to more than $375,000 in field rework kept on paper: $160,000 for the ESFR obstructions, $80,000 for the crane envelope, $60,000 for the joist hangers, $50,000 for the rooftop unit, $25,000 for the electrical room, and $3,000 for each dock door.

“Our 42-inch supply duct was drawn right through the crane envelope, and the sprinkler main was even lower. Nobody had caught it because the crane only lived on the structural sheets. Helonic found it in the first pass. That's a reroute we would have done after everything was already hung.”

MEP Manager, General ContractorMEP Manager on this manufacturing facility set in Pennsylvania.

Frequently asked questions

What did Helonic find on the Pennsylvania manufacturing facility?

Six major conflicts: ducts and cable tray blocking ESFR sprinklers over rack storage, duct and a sprinkler main inside the bridge crane envelope, process piping hung at joist midspan, a rooftop unit on standard joists, piping across the electrical room, and dock equipment in the overhead door tracks.

How much were these issues worth?

More than $375,000 in field rework: $160,000 for ESFR obstructions, $80,000 for the crane envelope, $60,000 for the joist hangers, $50,000 for the rooftop unit, $25,000 for the electrical room, and $3,000 per dock door.

How big was the drawing set?

1,200 pages. The six findings here were the most expensive on the set, not the only ones.

Why do ESFR obstructions cost so much to fix?

NFPA 13 requires added sprinklers below obstructions wider than 24 inches. Found after install, that means new heads, branch lines, and possibly a revised hydraulic design over the rack storage, plus re-inspection.

What does NEC 110.26(E) require in an electrical room?

It keeps the dedicated space above switchgear, panelboards, and MCCs clear of piping and ducts that do not serve the electrical equipment. A roof drain or water line across that space has to move.

Why do crane clearances get missed?

The crane and its clearance requirement live on the structural sheets and the crane spec. The mechanical and fire protection engineers route through the bay from their own sheets, so the conflict only shows up when the sets are compared.

Does this case study name the plant?

No. It says Pennsylvania and manufacturing facility. The owner, the design team, and the drawing details are left out.

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: Reviewed against Helonic's 2026 drawing-analysis categories, RFI workflow, and product capabilities.

Last reviewed by Milind Sagaram · October 5, 2026

See what Helonic catches on your drawings

Upload your PDF set and we'll walk you through every coordination conflict, code gap, and dimension mismatch our AI flags.