Is this just another AI chatbot?

No. Halozen is a Reasoning Ledger backed by deterministic logic. Every output cites its source clause, regulation, or historical record. If there's no citation, there's no output. We don't guess — we trace.

How is this different from Trunk Tools or other AI bid tools?

Most tools extract obligations into static checklists. Halozen builds a Live Obligation Matrix that dynamically compares your prime contract against every sub-scope in real-time. When a sub-quote arrives at 4pm on bid day, we flag the scope gap before you sign. That's the difference between a checklist and a governance system.

How do you stop margin leaks?

By aligning the prime contract to your sub-quotes during the bid phase. The Live Obligation Matrix shows you exactly where you're carrying risk that your subs excluded. We've seen single scope gaps worth $85K-$140K caught before subcontract execution.

Can it use our firm's past project data?

Yes. We ingest your historical documents, past bids, and project records to build your Institutional Memory. Your senior team's decades of judgment become a searchable, citable database that informs every new bid.

How accurate are the cited outputs?

Every obligation links to its exact source — page, section, paragraph. 95% source citation precision. Your team validates the output; the system does the extraction and cross-referencing that used to take days.

Is our data used to train AI models?

No. Your data stays in your environment. We never train on client data. Period.

Does Halozen require system integrations?

No mandatory integrations. Upload documents directly or connect via Procore API. Export to Excel, PDF, or your existing systems. We work within your current workflow — we don't replace it.

How long does it take to see results?

First Spec Risk Brief is delivered within days. Initial design-partnership onboarding with your live projects typically takes 2-3 weeks. You'll see flagged scope gaps and obligation matrices on your own documents within the first engagement.

▸Reasoning Infrastructure for Preconstruction

Win the bid.
Stop margin leak.
Protect the closeout.

The operating system for contractual risk. Strategic Drafting, a Live Obligation Matrix, and a Reasoning Ledger, anchored in your firm's institutional memory.

>500

Pages Per Spec Supported

95%

Source Citation Precision

High-Risk Clauses Per Bid

15+

Design Partner Projects Live

◆Obligation Matrix

Project24-1138

Rev03

Tracked12

ObligationsSub-ScopeAudit Trail

ObligationSourceStatusRisk

Fire alarm tie-in to district networkSec 28 31 00, §2.1.BCOVERED—

Tidal variation cost allocationSec 5-1.52COVERED—

◆Barge anchoring time limit (180 days)Special Conditions, §4.2SCOPE GAP$85K-$140K

Welding halt during vessel transitSec 05 12 00, §3.1.ACOVERED—

+ 8 more tracked

◆ Halozen-flagged scope gap, $85K-$140K margin exposure

Schedule — Proof Bar / Outcomes Per Spec4 measured deltas · Mid-market US GC

$1.4MAvg bond exposure surfacedPer spec, before pricing locks

187Obligations extractedFrom a typical 300-pg RFP

◆ Verified95%Citation accuracyClause + page on every row

6hReview timeDown from 40h manual

Drawn from active engagements · Numbers vary by spec length, division mix, and your firm's historical risk profile

Sheet A-002 ◆ Section 02 / The ProblemMarked up by estimating · J. Park

02The Problem

Where great precon teams get blamed.

Your estimators are buried in 600-page specs, cross-referencing addenda against general requirements in spreadsheets. Your subs are quoting against incomplete scope. And when a $140K scope gap surfaces post-award, everyone points fingers at preconstruction.

NOTE 01

Static Checklists

Today's tools extract obligations into flat lists. They don't reason about conflicts between specs, addenda, and sub-scopes.

NOTE 02

Siloed Documents

Addenda contradict general requirements. MEPs conflict with structural specs. Nobody catches it until the field does.

NOTE 03

No Audit Trail

When the change order hits, you can't trace the decision. When closeout comes, you can't defend the claim.

Markup LegendHighlight = strategic priorityStrike = scope gap / riskUnderline = institutional memory

Sheet A-003 ◆ Section 03 / Spec Risk BriefsFree Intelligence · Public Infrastructure

03Free Intelligence

Spec Risk Briefs.

We read the full spec so you know what you're walking into. For select active bids, Halozen publishes a preview of the risk factors most estimators won't catch on a first pass.

◆Risk Brief / Active Bid

Bids Open May 5

Project

Richmond-San Rafael Bridge Preservation

Contract

Caltrans Contract 04-2Y2204

Estimate

$120M Est.

Bid Opens

Bids Open May 5

Risk Schedule — 8 OF 15+ RISK FACTORS SURFACEDMarked up by Halozen

R-01LDs at $3,360 per 10-min interval — up to $6M exposure◆
R-02180-day barge anchoring limit on a 480-day job◆
R-03All welding halts when vessels transit◆
R-04Tidal variation costs 100% on contractor◆

Plug the leaks in preconstruction, not in the fieldGet the Full Risk Brief →

Halozen publishes Spec Risk Briefs for major public infrastructure bids. On a plan holders list and want a full analysis? Reach out.

Sheet A-004 ◆ Section 04 / Reasoning Loop · NAVY INTERLUDE4 stages · Read → Defend

04How Halozen Reads a Spec

Read. Extract. Ground. Defend.

Halozen doesn't generate plausible text. It extracts what's actually in your spec, cites the source, and logs the reasoning. Every output holds up under audit because every row is traceable.

01READ

READ

Full spec ingest

300–500 pages parsed in minutes. Every clause, exhibit, addendum, and SC preserved with page + section refs.

02EXTRACT

EXTRACT

Obligation matrix

Requirements, penalties, key dates, insurance, bonding, LDs — extracted, not generated. No hallucinations.

03GROUND

GROUND

Cite every row

Each obligation maps back to clause + page in the source. 95%+ citation accuracy, deterministic, audit-ready.

04DEFEND

DEFEND

Reasoning ledger

Every exclusion, qualification, and risk acceptance is logged with its reasoning. Survives change-orders, defends claims.

ProjectHalozen Reasoning Loop·Drawn byHalozen·IssuedFor Review·Rev04

Sheet A-005 ◆ Section 05 / Deliverables Schedule6 items · all citation-backed

05Deliverables

What your team gets.

Every deliverable is citation-backed and export-ready. Excel, PDF, or direct to Procore.

ItemDeliverableDescriptionFormat

01XLSX / PDF

Cited Obligation Matrix

Every obligation mapped to its exact source clause. Exportable to Excel, PDF, or Procore.

XLSX / PDF

02PDF / DOCX

Scope Gap Analysis

Prime vs. sub-scope comparison with exposure estimates for every uncovered obligation.

PDF / DOCX

03DOCX / PDF

Strategic Drafting Package

AI-suggested exclusions and qualifications anchored in your institutional memory.

DOCX / PDF

04JSON / PDF

Reasoning Ledger Export

Audit-ready trail of every bid decision with deterministic citations. For claims and closeout.

JSON / PDF

05PDF

Spec Risk Brief

Pre-bid intelligence on high-risk clauses, conflicts, and hidden obligations.

PDF

06DOCX / PDF

RFI Drafts

Auto-generated RFIs for ambiguous or conflicting spec language, ready for architect submission.

DOCX / PDF

All items cite-traceable to spec, addendum, or institutional memory

Sheet A-006 ◆ Section 06 / There's More9 agents · 1 register · 1 ledger

06The Rest of the Project

We don't leave at the bid.

The Spec Risk Brief is how teams meet us. After award, the same obligation register and reasoning ledger run the rest of the project — submittals, JHAs, site vision, retention. One fleet, one source of truth.

AG-03AWARD / NTP

Live Obligation Matrix

AG-04NTP / CONSTRUCTION

Project Controls

AG-05CONSTRUCTION

JHA Studio

AG-07CONSTRUCTION

Site Vision

AG-08CONSTRUCTION

Fleet Ops

AG-09ALL PHASES

Reasoning Ledger

See the full platform →/platform · One fleet from bid to closeout

Sheet A-007 ◆ Section 07 / Q&A Schedule8 entries · Enterprise

07FAQ

Enterprise questions.

RFI #Question+

More questions in /faq · Or ask via the contact form

Win the bid.Stop margin leak.Protect the closeout.