On-premise BIM & asset intelligence — built by architects, for architects.
The Problem
Architecture Firms Are Data Rich, Intelligence Poor
- 20+ years of project images — unsearchable, unclassified
- Revit files contain billions of design decisions — locked in proprietary binary format
- No AI tool runs on-premise; firms won't send client IP to the cloud
- BIM data silos cost 30%+ of project coordination time
The Solution
Two Interlocking AI Layers — Both On-Prem
Product 01
Image Intelligence Core — NLP search across project photo archives. LLaVA + Llama3 + ChromaDB. Working demo live.
Product 02
BIM Intelligence Core — Revit graph navigation + NLP query layer. Search across BIM element relationships in plain language.
⚡ Breakthrough: Revit graph + NLP search — no equivalent exists on-market
Market Opportunity
8,000+
mid-size US architecture firms — addressable day one
$480M
SAM at $60K ARR/firm × 1% market capture
$4.5B
AEC AI software TAM by 2030 (Mordor Intelligence)
3×
faster project data retrieval vs. manual search baseline
Competitive Landscape
| Solution |
On-Prem |
BIM NLP |
Image AI |
AEC Native |
| Nexus Hestia ✦ |
✓ |
✓ |
✓ |
✓ |
| Autodesk Forma |
✗ |
~ |
✗ |
✓ |
| Newforma |
~ |
✗ |
✗ |
✓ |
| General AI (GPT-4o) |
✗ |
~ |
~ |
✗ |
| Trimble Connect |
✗ |
✗ |
✗ |
✓ |
Traction & Proof Points
2 live working demos — Image Intelligence Core + Revit Graph Search, running locally on Ollama
Active pilot with Southern California architecture firm — real data, real feedback
Trimble 0-60 Accelerator — internal champion engaged; HoloLens integration pathway identified
109-firm prospect list compiled in Southern California with verified technology leadership contacts
Proprietary training data moat — .txt description pairs generated per image create Phase 3 fine-tuning dataset
Use of Funds — $600K
18-Month Milestones
3 paying pilot clients → $180K ARR ·
BIM Intelligence Core v1.0 launch ·
Trimble partnership or accelerator close ·
Seed round at $12M+ val.
Team
Natasha Bajc
Co-Founder & CEO
Architect, computational designer, and multimedia artist. SCI-Arc + University of Belgrade. Ongoing studies in Affective Computing at USC. Built the working prototypes. The product is her lived domain expertise.
Mudassar Shaikh
Co-Founder & AI Engineer
AI Engineer with advanced technology background in entertainment industry. Leads model architecture, pipeline engineering, and deployment infrastructure.
Business Model
Phase 1 — Now
Consulting-first deployment. Data harvesting, structuring, and local AI setup. $15K–$40K per engagement. Builds the client relationship and data asset.
Phase 2 — 6 mo.
Annual SaaS subscription. Image + BIM Intelligence Core licensed per firm. $24K–$60K/yr ARR. On-prem or air-gapped deployment option at premium tier.
Phase 3 — 18 mo.
Proprietary model licensing. Description pairs generated per client = AEC-specific fine-tuning dataset. Differentiated image generation model for architecture. Platform play.