The Problem (Search-Resistant Noise): AEC firms lose critical project history—emails, BIM files, and design decisions—to years of disorganized data, making rapid retrieval impossible.

The Solution (Multi-Agent Architecture): A production-ready AI context engine. Instead of manual entry, specialized AI agents automatically ingest, curate, and audit daily data to surface action items and morning briefs.

The AEC Impact: The system instantly translates to firm operations to catch dropped client commitments, preserve lost design rationale, and flag neglected stakeholders.

Rapid Deployment: Because the core engine is already live, adapting it is a low-risk mechanical swap—connecting your firm's PM tools, BIM archives, and team chats for deployment in weeks, not months.