We Enable Every Organisation to Create Their Own AI Context
Turning daily operations into live semantic knowledge
that eliminates LLM hallucinations
The $1 Trillion Problem
The Promise
LLMs + Live Knowledge Graphs = No Hallucinations
One definitive answer, not endless plausible ones
Essential for critical processes
The Barrier
Costs millions to implement
Requires dedicated IT + semantics teams
6-12 months to deploy
Becomes outdated in weeks
Only the Fortune 500 can afford it. And even they can't keep it updated. Until now.
Our Solution: Semantic Context Harvesting
Traditional Approach
Live knowledge graphs cost millions
Require IT teams & knowledge scientists
Take months to implement
Out of reach for 99% of organisations
Our Innovation
Business experts create context
Captured from their normal work, no coding required
Days to deploy, not months
Accessible to every organisation
We enable organisations to CREATE their own AI context
as a by-product of daily operations
How Business Experts Build AI Context
1. Capture
Business experts perform their processes naturally
2. Structure
Our solution converts to semantic live knowledge graphs
3. Apply
LLMs use context for accurate outputs
Proven Technology & Traction
- 1+ year production deployment with global accounting firm
- Patent filed: 45/45 claims deemed novel (PCT application)
- Universal extraction: Works with any document type
- Pipeline building: SMB pilots + Government contracts
- Technology complete: Focus now on go-to-market
Ready to scale with proven technology
Real-World Impact: Carbon Accounting
The Challenge
SMBs need carbon reporting to win enterprise contracts
Current solutions cost $50K+ annually or rely on error-prone Excel processes
Use of industry averages hides which SMBs are actually more sustainable
Our Solution
Automated extraction from invoices
Product-level carbon calculations
$200/month - accessible to SMBs
Result: SMBs compete for enterprise contracts
Same technology powers invoice intelligence, due diligence, and government analytics
The Democratisation Opportunity
In our addressable markets: English-speaking, developed economies, B2B focused
Currently locked out by cost/complexity
Each spending $20-200K yearly on manual processes we can automate
Of organisations can afford traditional knowledge graphs
Market dominated by Fortune 500
Creating a massive underserved market
Addressable market for accessible semantic AI
If just 10% of SMBs adopt
At $500/month average
We're not competing for the 1% who can afford millions. We're enabling the 99% who can't.
First-mover advantage in making semantic AI accessible to all
Multiple Revenue Streams
Layer 3: Applications
$200-500/month
SMB SaaS Solutions
Invoice Intelligence
Carbon Reporting
Layer 2: Services
$10-25K/project
Professional Services
Due Diligence
Custom Analytics
Layer 1: Technology
$100K-1M+/year
Licensing to AI Companies
Context Harvesting
Patent Portfolio
Immediate focus on Layers 2-3 while building toward Layer 1 licensing
Our Two-Fold Strategy
Now: Immediate Revenue
Semantic Prompting
Context improves LLM accuracy today
Generating revenue
Next: Deeper Integration
Model Fine-tuning
Client-specific semantic training
6-12 months
Future: Game Changer
Semantics-First AI
Proprietary models per client
12-24 months
Early adopters benefit immediately while positioning for the full AI evolution
Expert Team
CTO & Product
15+ years enterprise software
Led semantic technology development
AI Engineer
Deep learning expertise
LLM optimisation specialist
Commercialisation
Enterprise sales experience
Serial technical startup founder
Small team, massive impact
Our Ask
Seeking Accelerator Partnership
What we need:
- • Go-to-market expertise & mentorship
- • Access to enterprise customers & partners
- • Strategic guidance on AI market positioning
- • Network for Layer 1 licensing opportunities
What we offer:
- • Breakthrough semantic AI technology
- • Strong patent portfolio (45/45 claims deemed novel in PCT application)
- • Proven enterprise deployment
- • Clear path to $10M+ ARR
Ready to democratise AI for every organisation
The Future We're Building
A world where every organisation
can harness AI without hallucinations
For SMBs
Enterprise-grade AI at SMB prices
For Enterprises
Self-maintaining AI context at enterprise scale
For AI Industry
The missing link to trusted AI
hello@beljay.com