From Black-Box AI to Accountable Intelligence.
Praxno turns generative AI from a black box into a governed, transparent reasoning engine. We solve the core problems that hold today’s AI back—hallucinations, drift, and untraceable logic—by making meaning computable, traceable, and auditable.
What We Do
We make generative AI trustworthy and usable for serious business.
The problems with today’s AI:
Hallucination: AI makes up facts and sources—unacceptable for any critical application.
Semantic Drift: Answers lose consistency, context, or logical thread.
No Traceability: There’s no way to know why or how AI reached a conclusion.
No Reasoning: LLMs are black boxes—they don’t actually reason, they just predict plausible words.
At the heart of our platform is PraxnoCore: a constraint-driven engine that channels generative output through structured, verifiable interpretation.
Praxno works by:
Constraining AI with explicit, testable validation steps.
Enforcing domain, logical, and semantic rules at runtime.
Making every result traceable, transparent, and committed.
Transforming raw model output into coherent, verifiable knowledge.
PraxnoCore is a patent-pending architecture for accountable cognition, integrating symbolic constraints and recursive validation to resolve the core blind spot of today’s AI.
The Team
Bill Baensch
Founder & CEO (Chief Semantic Architect)
Serial founder in Europe and the US—launched and scaled HP Store, Localyte (acquired), and Mooset. Architected Quelle.de’s $1.4B e-commerce transformation, then unified the global marketing operations of SanDisk, HGST, and WD—integrating teams, systems, and strategies into a single Western Digital platform.Engineer by training, entrepreneur by record, I’ve spent decades building companies, designing digital workflows, and leading human–technology transformations across borders and industries.Before my first startup, I was already immersed in the search for meaning, cognition, and the architecture of thought—reading philosophy and cognitive science not as a hobby, but as a way of living.For the past three years, I’ve worked at the intersection of these worlds, developing the patent-pending PraxnoCore reasoning engine: a practical synthesis of cognitive science, philosophy, and enterprise-grade software.My work focuses on a core flaw that holds back modern AI: the missing link between generative fluency and accountable meaning—a problem I recognized not from the sidelines, but through a lifetime spent bridging theory and execution.My goal: build technology that makes AI accountable—by bringing together everything I’ve learned from a lifetime of building and thinking.
Contact Us
Ready to build AI you can trust?
Reach out to discuss collaboration, partnerships, or pilot opportunities with Praxno Technologies.
We welcome serious inquiries from founders, technical leaders, and enterprises committed to moving beyond black-box AI.