SAAS/COMMERCE PLATFORM / 2026 / 06
AEC Agent
Project knowledge, searchable and answerable in seconds. Automated prospecting tool, team messaging, call improvement coach, and a CRM with everything needed to improve sales and organization.
- Services
- Product Design, Full-Stack Development, AI Engineering
- Timeline
- 10 weeks
- Stack
- React, Supabase, PostgreSQL, OpenAI
The Challenge
AEC teams sit on thousands of pages of specs, submittals and drawings per project. Finding one clause meant scrolling PDFs, and the answer had to be traceable back to the source document.
The Outcome
Teams get sourced answers in seconds instead of hunting through document sets, and every response stays auditable against the original file.
The Approach
- 01Built a document ingestion pipeline that chunks and embeds project files for semantic retrieval.
- 02Designed a chat workspace scoped per project so answers never cross project boundaries.
- 03Added citation-backed responses that link directly to the source page.
- 04Implemented role-based access so subcontractors, PMs and owners see only their scope.
What We Built
Document Chat
Semantic search across specs, submittals and drawings.
Traceable Answers
Every response cites the source document and page.
Scoped Access
Role-based permissions per project and per team.
Seconds
Answer Time
Page-level
Citations
Role-based
Access Control
Next project
MIMIQ