The document-grounded AI workspace for construction teams.

Verifiable AI for construction documents

Turn specs, drawings, and contracts into cited answers and review-ready deliverables.

Converza reads bid and project documents so construction teams can find requirements, detect risks, and draft RFIs, proposals, reports, and notices with verifiable sources.

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Cited answers
Specs, drawings, and contracts
RFIs and proposals
Risks and scope changes
Verifiable deliverables

LPN-008-2025 community works package

Workspace · Bid package review

Ready

LPN-008-2025 Bid Package.pdf

Source map108%

Cited page

Bid data sheet

IAO 1.1Section II, page 22. Addendum 02 reconciled with the base package.

IAO 2.1Which requirements changed and what must be clarified before bid close?

IAO 3.1The contractor must requestclarifications in writing no laterthan ten days before the1

LPN-008-2025 Bid Package.pdf216 pages · specs and formsIndexed
Addendum 02 - Clarifications.pdf12 pages · scope updatesIndexed
A-101 Site Plan.pdfSheet set · civil drawingsIndexed

Interactive demo: from bid package to cited RFI

Open sourceVerified

Section II, page 22. Addendum 02 reconciled with the base package.

A walkthrough for reviewing documents, opening the source, and drafting an RFI. 1

The contractor must request clarifications in writing no later than ten days before the submission deadline. 2

Converza groups the cited findings by requirement, impact, and recommended action so the team can review the source before pricing.

·1 LPN-008-2025 Bid Package.pdf·2 Addendum 02 - Clarifications.pdf·3 A-101 Site Plan.pdf

Construction teams still make critical decisions from documents that are impossible to review on time.

Converza reduces manual search and review work without removing professional control.

Buried requirements

Specs, addenda, drawings, and contracts live across hundreds of pages. One missed detail can change scope, cost, or risk.

Pressure before deadlines

Teams must review, clarify, estimate, and respond fast without sacrificing accuracy.

Generic AI you cannot sign off on

An answer without a source is not enough for a bid, an RFI, or a contractual decision.

Upload once. Search everything. Draft with sources.

The workflow keeps every answer connected to its original project document.

Ingest

Upload specs, drawings, addenda, meeting notes, contracts, standards, spreadsheets, and project files.

Understand

Converza organizes content into a searchable knowledge base by project and team.

Answer with citations

Ask about requirements, scope, exclusions, or risks. Every answer points back to its source.

Draft

Turn findings into RFIs, proposals, reports, matrices, or notices inside the editor.

Use cases built for real construction documents.

The visual emphasis starts with bidding and preconstruction, with execution as a natural expansion.

Specs & Addenda Review

Connect answers to page, sheet, OCR crop, image, or section.

View product

Explore product

Not a chatbot. AI grounded in your project documents.

The difference is the source, the workflow, and the ability to audit every critical answer.

Generic AI

Converza

Answers from general knowledge

Answers from your documents

Can invent requirements

Cites page, sheet, or section

Lives in an isolated chat

Lives alongside files, editor, and workspaces

Does not understand AEC workflows

Built for RFIs, specs, addenda, proposals, and risk

Hard to audit

Every critical answer can be verified

Review your next bid with Converza.

Book a demo and test Converza with a real package: specs, drawings, addenda, or RFP. You'll see cited answers, detected risks, and a first RFI or proposal draft.

Book a demo View interactive demo