Ambient Agentics is building the infrastructure for Pre-Inference and Inference Recycling. A TwistLabs AI company.
Reunifying human knowledge - everything as ONE.
Our mission is to transform how intelligence systems work. Not by generating more, but by computing less. By storing reasoning itself as reusable artifacts, we eliminate redundant inference and create a sustainable path forward for AI.
Ambient Agentics was founded in 2025 by a veteran of AI infrastructure, enterprise systems architecture, and cryptographic security—with decades of experience scaling reasoning engines across regulated industries.
The Mythos Stack emerged from a simple observation: the AI industry is re-answering questions it already solved. Every inference is treated as disposable. Every query starts from scratch.
We asked: what if AI remembered what it figured out?
The result is Pre-Inference and Inference Recycling—protected by a comprehensive USPTO patent portfolio filed in 2025 with 234 independent claims across five technology pillars.
We're not building another AI model. We're building the infrastructure that makes AI models economically sustainable.
Technology should serve humanity, not the other way around. Our vision is AI that's ambient, intuitive, and aligned with human values.
Knowledge shards are auditable and explainable. Understand what your AI knows and how it reaches conclusions.
Security by architecture, not perimeter. Knowledge carries its own access controls intrinsically.
Reduce demand instead of scaling supply. AI that's good for business and good for the planet.
We're building infrastructure, not walled gardens. Partners and developers are at the heart of our ecosystem.
Founder & CEO
With over 30 years in enterprise technology, Brian has been at the forefront of multiple technology transformations. His career spans early web technologies, enterprise software, cloud computing, and now the AI revolution.
Brian founded Ambient Agentics with a singular vision: to solve the fundamental inefficiency at the heart of modern AI. While the industry races to build bigger models and more powerful hardware, Mythos takes a different path - eliminating redundant computation entirely.
The result is 5 technology pillars and 234 independent claims (3,612 dependent) filed USPTO 2025. An architectural transformation that achieves 75% cost reduction while dramatically improving consistency and sustainability.
Initial research into Pre-Inference and Inference Recycling architecture.
Filed 5 technology pillars with 234 independent claims. Established IP foundation for Pre-Inference and Inference Recycling.
Established as a TwistLabs AI company to commercialize Mythos technology.
Building the Mythos platform and preparing for enterprise partnerships.
We're looking for partners, investors, and collaborators who share our vision.