About RedStem
RedStem delivers the AI Analyst for Manufacturing—conversational decision intelligence for manufacturing leaders.
Experience
RedStem is grounded in over 25 years of experience helping businesses turn operational data into decisions.
This includes designing and implementing analytics platforms, reporting systems, and decision support tools in multiple industries. Deep data engineering expertise—building data pipelines, integrating systems, and working with constrained LAN-based environments—provides the foundation for reliable implementation.
Since November 2022, this experience has been applied to generative AI advisory work focused on:
- Use-case discovery for manufacturing analytics
- Proof-of-concept development
- Integration strategies that respect existing infrastructure
Why We Exist
Manufacturers don't lack data—they lack clarity.
The AI Analyst for Manufacturing exists to bridge that gap. It brings conversational analytics to organizations that have been underserved by traditional BI tools—those with data spread across systems, limited analyst capacity, and no appetite for another dashboard project.
LAN-based architecture respects security constraints and existing infrastructure. This isn't about forcing a cloud migration—it's about making the data you already have more useful.
How We Work
Direct Accountability
Direct engagement from assessment through deployment. One consistent point of accountability who understands your systems, requirements, and constraints.
Ongoing Support
RedStem solutions include continued partnership. Systems need maintenance, requirements evolve, and questions arise. Support is built into the delivery model, not treated as an afterthought.
Security-First Posture
Every implementation prioritizes security boundaries and data residency. LAN-based deployment maintains your existing security model while enabling new capabilities.
Founder
Ken Jones is co-founder of Claritee.AI and brings over 25 years of experience designing analytics platforms across multiple industries. His background spans data engineering, data warehouse architecture, and AI integration.
Before co-founding Claritee.AI, Ken honed his craft delivering software solutions at Accenture and Electronic Data Systems (EDS), where he learned the importance of strong client relationships.
Ken holds a double major in Computer Science from James Cook University in Australia. He founded RedStem to apply this experience to MCP-based AI solutions for SMB manufacturers.
Let's Talk
Interested in learning more about how RedStem can help your organization?