Don’t Lose Experience. Turn It Into Intelligence.
Torch transforms expert knowledge into AI agents that train teams, solve problems, and keep creating value long after retirement.
Critical Knowledge Is Walking Out the Door
• Experts retire, and decades of experience disappear
• Companies struggle with training and onboarding
• Knowledge is unstructured and hard to reuse
Torch Turns Experience Into AI
Upload documents, reports, emails, and tacit insights.
AI structures and understands the knowledge.
A custom AI agent is created for each expert.
Teams can chat with it anytime—securely and at scale.
How It Works
1. Capture Knowledge
2. Structure with AI
3. Build AI Agent
4. Deploy to Teams
5. Continuously Improve
Use Cases
Process Engineering (cement, manufacturing)
Capture process know-how, optimize parameters, and troubleshoot faster.
Maintenance & Operations
Step-by-step guidance, root-cause suggestions, and safety reminders.
Training & Onboarding
Role-based coaching that shortens time-to-productivity.
Troubleshooting & Decision Support
Evidence-based answers with cited sources and past resolutions.
Value Proposition
For Companies
• Reduce downtime
• Faster onboarding
• Preserve institutional knowledge
• Improve safety and consistency
For Experts
• Generate income after retirement
• Build a digital legacy
• Stay connected to industry
• Monetize lifetime experience
Product Preview
You: What’s the best way to stabilize kiln temperature after a fuel change?
Expert AI: Increase ID fan speed by 3–5% while holding main burner momentum constant for 10–15 minutes. Then adjust feed rate in 1% steps. Why: This avoids overcorrection as documented in Smith Kiln Ops, 2019.
Sources: Kiln_Ops_Handbook_v3.pdf · Shift_Log_2021-06-14.csv · Incident_Report_#2217.docx
Business Model
• Companies subscribe to expert agents
• Experts earn revenue when their knowledge is used
• Torch takes a platform fee
Trusted Foundations
Built for industrial environments
Designed with real engineers
Future client logos coming soon
For Experts
Earn recurring income from companies that subscribe to your AI agent. We help you onboard, validate, and monetize your expertise.
1. Share materials
2. Validate the agent
3. Start earning
About Torch
Vision: A world where knowledge never retires.
Our mission is to capture the experience of seasoned professionals and transform it into trustworthy AI agents that help industrial teams work safer, smarter, and faster. Torch was founded by engineers and product builders who saw critical know-how fading with every retirement cycle—and decided to change that.
