Welcome to the Catalyst Lab
We focus on problems that are too uncertain and too consequential to ignore. That means developing new ideas, building working systems, and learning from real-world constraints along the way.
How we work
Our teams are small, highly technical, and cross-disciplinary. We work quickly, learn through building, and stay grounded in real user needs and operational reality.
Catalyst Lab is also a place to explore new ways of working in the age of AI. As teams increasingly build with AI and agents, we experiment with how collaboration, development, and coordination can evolve.
Catalyst Lab works end-to-end on high-value, high-uncertainty problems from foundational theory to production code.
Areas of focus
Agentic memory and reasoning
How can long-running, self-improving systems maintain state that is verifiable, safe to revise, grounded, and auditable?
Verification and provenance
How can people and machines verify the origin, transformation, claims, and authority of digital evidence?
Trusted sensing and signals
How can systems derive reliable meaning from continuous, real-valued signals whose fidelity cannot be assumed?
Machine speed defense
How can defenders detect, identify, contain, and neutralize autonomous attackers at machine speed without creating unacceptable risk?
Cryptographic trust
What foundations are required for post-quantum, multi-party, hardware-backed, and AI-mediated systems?
Institutional trust and governance
How can consequential autonomous systems operate within legitimate, governable, democratic institutions?

Who we are
Catalyst Lab brings together researchers, engineers, technical program managers, partners, and AI-enabled tools to move from early invention to durable capability.
Our work often spans the full arc of innovation. In some efforts, we pursue new foundational advances. In others, we focus on building, integrating, and refining systems. In many cases, progress comes from doing both together.
Come work with us
Join us in our mission to address some of society’s most pressing challenges!
Our core values
Respect
We deeply respect the unique expertise and perspective that each of our colleagues brings to the team.
Collaboration
We bring together diverse disciplines to drive ideation and create robust innovations that address society’s most pressing challenges.
Impact
We strive to have global, real-world impact through deep partnership with the broader Microsoft and strategic external partnerships, to empower our society.