Beltr Tycho
Custom AI agents for industrial operations.
Built with your data to make high ROI-improvements.
Agents for production teams
Improving your industrial processes with AI and HI
We build AI agents tailored to your needs, based on years of experience with machine learning, analysis and improvement projects. We understand manufacturing and that you and your team need to see real results. We love drilling down into the data that's available, and we know that data can be messy.
Start with one high-value workflow.
We map the data, decisions, and handoffs before building the agent around measurable operational value.
Tycho connects the messy context around production: sensor histories, QA logs, shift notes, maintenance signals, SOPs, business rules, and recurring engineering questions.
The result is an agent your team can ask, challenge, and use in daily work, with people staying in control of decisions.
How Tycho works
From operational problem to working agent.
Each Tycho engagement moves through a focused build loop:
- 01Map the problems and available data
- 02Connect Tycho's proprietary solutions
- 03Build working agent
- 04Improve agent with stakeholders
Every factory and production line is unique. This is our overall framework.
Sample projects
Agents for the work between systems.
Use existing sensor data and historical data to predict and optimize maintenance of production equipment.
Look for improvements in entire production line, to increase daily output.
Build a "company brain" with results from 10 years of internal experiments and consultant reports.
Built for control
AI that understands industrial reality.
Tycho follows the same Beltr principles: security by design, read-only access, industrial-grade data handling, and ROI focus. Your production data stays under your control.
The agent supports engineers and operators. It does not replace accountability, domain knowledge, or the judgment needed in real production environments.
Talk to Beltr
No commitment.
Just a conversation about your workflow.