Spec Intelligence Engine

Pro Spec
One read. Every requirement, every risk, every reference.
Ready for the life of the project.

Upload full or individual project specifications. Pro Spec extracts every required submittal, runs traceable compliance checks, and generates defensible findings — section by section, run by run.

PROSPEC
PROVEN COMPLIANCE
2
REQUIRED
0
CHECKED
20
MISSING
31
FLAGGED
6
RUNS
SETTINGS    IMPORT
Command Center
Project Overview
Required Submittals
Divisional Breakdown
Submittal Review
Compliance Findings
Project Closeout
Closeout Submittals
SunRise Tower — Level 8 Balcony Renovation
PRJ-2026-0441  ·  General Contractors
SUBMITTAL REVIEW CHECKS
SPECIFICATION SECTION
DATE
RE-RUN
TIME
FLAGS
CONFIDENCE
DECISION
OUTCOME
07 18 13 — Deck Coatings
2026-03-28
21.1s
7
64%
Pending
0/20
07 18 13 — Deck Coatings
2026-03-27
22.5s
7
64%
Pending
0/20
07 18 13 — Deck Coatings
2026-03-26
RE-RUN 001
7
64%
Pending
0/20
07 18 13 — Deck Coatings
2026-03-26
RE-RUN 002
7
64%
Pending
0/20
07 18 13 — Deck Coatings
2026-03-25
RE-RUN 003
3
55%
Pending
0/20
07 18 13 — Deck Coatings
2026-03-22
RE-RUN 004
0
55%
Pending
0/20
RISK & ATTENTION
High-Risk Open Items
0
Aged Open Items (7+ Days)
2
Sections With Repeated Failures
0
Closeout Items
0
Div With Most Resubmitts
Div 07
SPECIFICATION BASELINE
Total Specifications2
Total Required Submittals2
Most Recent Spec Import07 18 13 — Deck Coatings
Most Requirement-Heavy088000 — Glazing
The Problem

Submittal review runs on memory, email threads, and gut instinct.

Every GC knows the pain: chasing submittals across email chains, re-reviewing the same product data sheets, and struggling to prove compliance when a claim gets disputed.

📋
No Spec Baseline

Teams review submittals without a structured list of what's actually required — leading to missed items and re-work.

🔍
Memory-Based Review

Reviewers rely on experience instead of documented evidence. When challenged, there's nothing defensible to point to.

Version Chaos

Multiple review rounds with no audit trail. Which version was reviewed? What changed? Nobody knows.

How It Works

Five steps from spec book to signed letter.

01
Import Spec

Upload your spec book PDF. Pro Spec parses every section and extracts required submittals automatically.

02
Parse & Extract

Required submittals are identified, catalogued by division, and added to your project baseline.

03
Run Compliance

Upload incoming submittals and trigger a Compliance Run. Each requirement gets scored in seconds.

04
Review Findings

Navigate findings by section. See confidence scores, evidence matches, and Pass/Fail status per item.

05
Generate Letter

One click produces a formatted compliance letter with all findings, ready for your records or AHJ.

Core Features

Built for the way construction actually works.

Spec-First Baseline

Pro Spec starts with your spec book, not your submittal log. Every review is anchored to what the spec actually requires.

Key Differentiator
Confidence Scoring

Every submittal gets an AI-generated confidence score broken down by Structural, Semantic, and Model signals. 83% isn't a guess — it's evidence.

Compliance Runs

Versioned compliance runs (RE-RUN 001, 002...) create an immutable audit trail. Every decision is timestamped and traceable.

Risk & Attention Panel

Instantly surface High-Risk Open Items, Aged Items (7+ days), Sections with Repeated Failures, and Closeout Blockers.

Generate Letter

One click produces a formatted compliance letter with all findings attached — ready for the AHJ, owner, or your records.

Project Workspace

Every project gets its own spec baseline, submittal log, and compliance history — organized by division and section.

Product Screenshot

The Submittal Review view.

See exactly why each submittal passed or failed. Evidence-matched findings, confidence breakdowns, and a one-click Generate Letter workflow.

← HOME2026-03-28 #5ced673eSPEC SECTION 07 18 13 Deck Coatings
13/20
GENERATE LETTER
07 18 13 · Pro Primer by Sipfirst; Nashville, TN
SPEC:071813:p4:l148
SPEC REQUIREMENT
Pro Primer by Sipfirst; Nashville, TN
● PASSStructural confidence 0.831 ≥ medium threshold 0.80 — adequate evidence
BEST MATCH FOUND
Sipfirst 65498 Division Dr., Nashville, TN Customer Service in North America 1.800.992.7765 www.sipfirst.com Colors Translucent White Application Refer to applicable Sipfirst Technical or Installers Guide...
CONFIDENCE
OVERALL83%
STRUCTURAL83%
SEMANTIC0%
MODEL0%
EVIDENCE
208 North Vancouver, BC, Canada V7M 3M7 Customer Service in North America 1.800.992.7765 www.sipfirst.com Colors Translucent White...
ALL FINDINGS
1.04 SUBMITTALS
1.05 QUALITY ASSURANCE
1.06 PRODUCT DELIVERY
1.07 PROJECT CONDITIONS
1.08 WARRANTY
Pro Primer by Sipfirst
[C] COMPLIANT
[N] NON-COMPLIANT
[F] SEE NOTES
Traceability

Every finding is defensible.

When a submittal review gets challenged months later, Pro Spec gives you the exact evidence that drove every decision — not a vague memory.

🔒
Immutable Audit Trail

Every compliance run is locked with a timestamp and run ID. No edits, no surprises.

📌
Evidence-Linked Findings

Each finding links directly to the spec section and submittal text that drove the decision.

📊
Confidence Scores

AI confidence scores are shown with their component breakdown — not just a number but a rationale.

📄
One-Click Letter

Generate a formatted compliance letter from any completed run in seconds.

Outcomes

What Pro Spec delivers.

Zero
Mystery Flags

Every flag has a spec section reference and an evidence quote.

83%
Confidence Scored

AI confidence scores with Structural, Semantic, and Model breakdown.

6 Runs
Version History

RE-RUN 001 through RE-RUN 006 — every iteration preserved.

1-Click
Compliance Letter

Generate a signed letter from any completed compliance run.

FAQ

Common questions.

Pro Spec generates three confidence signals per submittal: Structural (document structure and format match), Semantic (meaning and context alignment), and Model (AI pattern recognition). The overall score is a weighted composite. 83% means strong structural evidence was found.

A Compliance Run is a versioned snapshot of your submittal review. Each time you re-run analysis on a spec section, it creates a new run (RE-RUN 001, 002...) with its own timestamp, flags, and findings — giving you a complete audit trail.

Pro Spec accepts PDF spec books and PDF submittals. We handle MasterSpec, SpecLink, and custom spec formats. Submittals can be product data sheets, shop drawings, or manufacturer cut sheets.

Once a compliance run is complete, clicking Generate Letter produces a formatted PDF compliance letter with your firm's header, the spec section, all findings, evidence references, and confidence scores. It is ready to submit immediately.

Yes. Each project is fully isolated. We do not use your spec data, submittal data, or findings to train any models. Data is encrypted at rest and in transit.

The Risk & Attention panel surfaces the four most critical project signals: High-Risk Open Items, Aged Open Items (7+ days), Sections With Repeated Failures, and Closeout Blockers — so project managers know where to focus first.

Pro Spec is built for general contractors, project engineers, architects, and spec consultants who manage submittal review. It is especially powerful on projects with large, complex spec books and high submittal volumes.

Get Started

Stop Reviewing From Memory.
Start Running on Spec.

Pro Spec is currently in early access. Request a demo or join the waitlist to get priority access when we launch.