For Project Managers · QA/QC

PM-Side QA/QC for the Documents You'll Build From

Build from documents you've verified. Don't discover the gaps in the field.

MS
Milind Sagaram · Co-founder & CEO, Helonic · Reviewed May 2026

PMs running their own QA/QC at award start their project with full visibility into documentation quality. They know which schedules are reconciled, which references are intact, which dimensions are consistent. PMs without this visibility discover the same issues in the field - at higher cost and on the critical path.

PM QA vs. design QA

PMs we work with described a familiar realization: design-team QA is design-focused; their own QA is construction-execution-focused. The same documents look different depending on the perspective. PM-side QA catches construction-execution issues that design QA may not prioritize.

How Helonic helps

Construction-execution-focused QA

Checks calibrated to construction needs.

Procurement-readiness verification

Schedules verified for procurement completeness.

Layout-readiness verification

Dimensions verified for field layout reliability.

Field-surprise reduction

Issues caught at QA stay out of the field.

Example issues Helonic catches

Real-world issues detected by AI analysis, specific to project managers running qa/qc:

Door schedule lists 247 doors, partition plan shows 219 - procurement count uncertain

Equipment schedule shows 14 RTUs, mechanical plan shows 12 - procurement mismatch

Detail callout 5/A-602 referenced 17 times, only details 1–4 exist - layout ambiguous

Wall type W-3 shown on plan but no fire rating noted - installation uncertain

Spec section 09 67 23 in manual but no scope on drawings - scope uncertain

Revision blocks inconsistent across sheets - version uncertainty

Key features for this workflow

Construction-execution-focused QA

Schedule reconciliation for procurement

Dimensional consistency for layout

Reference integrity for installation

Specification coverage audit

Revision currency verification

PM QA workflow

1

Run on award documents

Comprehensive QA at award.

2

Triage by construction impact

Findings prioritized by impact on procurement, layout, or installation.

3

Resolve via RFI or interpretation

Each finding addressed pre-mobilization.

4

Document for audit trail

QA findings logged for post-construction reference.

What construction professionals told us

PMs we talked with said the discipline of comprehensive document QA at award was the single practice that most reduced field surprises. They wanted automated comprehensive QA on every project, not just the largest ones.

Conversations with senior PMs running QA programs across project portfolios.

FAQs

Doesn't the design team's QA make this redundant?

Design and construction QA have different focus. Both add value.

How long does a comprehensive QA pass take?

Typical 200-sheet set completes in under 90 minutes.

Can this run during construction too?

Yes - running on revised documents during construction surfaces issues from updates.

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: Conversations with senior PMs running QA programs across project portfolios.

Last reviewed by Milind Sagaram · May 2026

Other use cases for project managers

QA/QC for other roles

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