Helonic
Case Study

How Drawing Review Found $95K in 3 Chicago Healthcare Issues

  • Isolation rooms drawn as negative pressure would have run positive, ducts crossed smoke barriers without dampers, and hand sinks had no plumbing.
  • Helonic, AI drawing review software, read the architectural plans, the mechanical schedules, and the plumbing sheets against each other.
  • The report listed many issues. Three of them came to about $95,000 in field rework: $50,000 for isolation room pressure, $25,000 for smoke dampers, and $20,000 for hand sinks.

Chicago, IL. $95K across 3 issues.

Isolation Rooms

$50K pressure ran the wrong way

Smoke Barriers

$25K ducts with no smoke dampers

Hand Sinks

$20K sinks with no plumbing

Room Pressure, Smoke Barriers, and Hand Sinks Worth $95,000

An engineering firm was preparing construction documents for a healthcare facility in Chicago.

Healthcare work leaves little room for coordination gaps. Room pressure, smoke compartments, and handwashing all have code and infection-control requirements, and each one depends on more than one discipline getting it right.

A miss here fails inspection, opens a finished ceiling, and delays occupancy. The engineer of record owns the fix.

Helonic Caught $50,000, $25,000, and $20,000 Before Issue

The firm uploaded the PDF set before issue. Helonic compared the room requirements on the architectural sheets with the mechanical schedules and the plumbing plans.

The report listed many issues across the set. Three of them carried the largest field cost, and together they came to about $95,000.

The first, and the most expensive, was isolation room pressure. The architectural plans marked the isolation rooms as negative pressure, but the airflow schedule supplied more air to those rooms than it exhausted. Built as scheduled, the rooms would have pushed air into the corridor instead of pulling it in. Finding that at test and balance means a larger exhaust fan, new ductwork, and re-certifying the rooms, which the firm put at about $50,000.

The second was smoke dampers. Ducts on the mechanical plans crossed smoke barriers shown on the life safety plans, and no smoke damper was drawn at those crossings. Adding dampers after the ceilings close means opening them, adding access panels, and wiring each damper to the fire alarm. That was estimated at about $25,000.

The third was hand sinks. The architectural plans placed hand sinks in rooms that need them for infection control, but the plumbing plans had no water or waste at those locations. Adding the lines after the walls are closed means opening walls and floors in finished rooms, which the firm priced at about $20,000.

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$95,000 Across 3 Issues, Fixed Before the Set Went Out

The firm corrected these three, along with the rest of the report, in its own drawings before the set went out.

The isolation room airflow was rebalanced on the schedule to hold negative pressure, smoke dampers were added at every barrier crossing, and the hand sinks were plumbed.

Those three issues alone came to about $95,000 in field rework the firm kept on paper: $50,000 for isolation room pressure, $25,000 for smoke dampers, and $20,000 for hand sinks. As engineer of record, those would have come back to the firm as RFIs and change orders during construction.

“The isolation rooms would have run positive, the ducts crossed smoke barriers with no dampers, and the hand sinks had no water. Those three alone were about $95,000 of field fixes, and they were only part of what Helonic found.”

Principal Engineer, Engineering FirmPrincipal Engineer on this healthcare facility set in Chicago, IL.

Frequently asked questions

What did Helonic find on the Chicago healthcare facility?

Many issues across the set. The three costliest were isolation rooms whose airflow would have made them positive pressure, ducts crossing smoke barriers without smoke dampers, and hand sinks with no plumbing.

How much were these issues worth?

About $95,000 across three issues: $50,000 for isolation room pressure, $25,000 for smoke dampers, and $20,000 for hand sinks.

Were these the only issues on the set?

No. Helonic found many issues across the set. These were three of them, and the $95,000 covers only those three.

Why does isolation room pressure matter?

A negative pressure room keeps airborne contaminants from leaving the room. If it runs positive, it does the opposite, and the room cannot be used for isolation until the airflow is fixed and re-certified.

How does Helonic check smoke dampers?

It compares duct routes on the mechanical plans with the smoke barriers on the life safety plans, and flags crossings where no smoke damper is drawn.

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 10, 2026

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