San Martín Education Center · LPN-014/2026
Workspace · RFI generation
Agent
SmartExtended Thinking
Message…
The document-grounded AI workspace for construction teams.
Verifiable AI for construction documents
Query specs, drawings, and contracts and turn findings into review-ready drafts.
Converza helps construction teams search requirements, flag candidate risks, and draft RFIs, proposals, reports, and notices from their documents.
- Sources you can open
- Specs, drawings, and contracts
- RFIs and proposals
- Risks and scope changes
- Drafts for review
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 available evidence close to each document answer.
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. Answers can include citations that open the 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
Find critical requirements, changes, and contradictions before bid close.
View use caseRFI Generation
Turn detected ambiguities into formal questions with references.
View use caseProposal Narratives
Draft technical responses aligned to the RFP and ready for review.
View use caseScope & Risk Analysis
Turn cited sources, exclusions, and addenda into a bid decision matrix.
View use caseQuantity and estimate review
Cross-check the estimate against drawings, specs, and addenda before bid close.
View use caseContractual Notices
Prepare drafts grounded in contract language, evidence, and chronology.
View use caseA complete workspace for turning documents into deliverables.
Document library, private conversation, editor, instructions, and sources live in one workflow.
Document library
Centralize supported formats in personal folders or, on Department, organization folders.
View productDocument assistant
Ask about requirements, scope, risks, and exclusions; answers can include sources for review.
View productRFI and proposal editor
Turn findings into editable drafts that are ready for review.
View productInstruction library
Reuse internal standards and review criteria when the team applies an instruction.
View productTeam document library
Share organization files while each member works from a private conversation.
View productNot a chatbot. AI grounded in your project documents.
The difference is querying your files, opening included sources, and keeping human review in the flow.
Generic AI
Converza
Answers from general knowledge
Answers from your documents
Can invent requirements
Can include page, sheet, or section
Lives in an isolated chat
Lives alongside files and editor
Does not understand AEC workflows
Built for RFIs, specs, addenda, proposals, and risk
Hard to audit
Cited sources can be opened and reviewed
Review your next bid with Converza.
Book a demo and test Converza with a real package: specs, PDF drawings, addenda, or RFP. You'll see a document query, sources you can open, and a first RFI or proposal draft.