About

Building cognitive architecture for autonomous AI.

Agents that operate independently, learn continuously, and evolve into expert teammates.

What We Do

Cognitive infrastructure for the next generation of AI.

We build cognitive architecture that enables AI agents to do expert-level work. Our agents don't help people work faster — they do the work. Uninterrupted. Autonomously.

We partner with organizations solving hard problems. We provide cognitive infrastructure, partners bring domain expertise. Together, we deploy agents that unlock capabilities that weren't possible before.

True Autonomy

Work continuously without oversight until the task is done

Experiential Learning

Improve from every task, compounding expertise over time

Domain Expertise

Become specialists trained by your experts

Partner Owned

Each agent is unique and evolves with your needs

Cognitive Architecture Framework

What enables expert-level work.

Learning systems, control mechanisms, and intelligent routing — a complete cognitive architecture that transforms chat into cognition.

01

Autonomous Cognitive Loop

  • Repurpose LLM user-assistant paradigm for continuous reasoning
  • User input stays static — goal never changes
  • Agent feeds observations back to itself
  • No turn-taking = no stop signal = continuous work
02

Episodic Memory

  • Encode real experience from actions taken
  • "When I did X in context Y, Z happened"
  • Learn from action and consequence
  • Retrieve similar episodes to inform decisions
03

Persistent State (AGM)

  • Ground truth outside model context
  • Continuous knowledge accumulation
  • Jailbreak and prompt injection resistant
  • Long-term project memory

What Makes Us Different

Architectural moat.

Extreme Jailbreak Resistance

User input processed as data, not command. Model analyzes rather than executes directly. Architectural protection against manipulation.

Minimized Hallucinations

Grounded in episodic memory of actual past actions and results. Agents reference what they've actually done and learned.

Truly Autonomous

Works for hours if needed. Only stops when task complete or genuinely stuck. Not "Can I help with anything else?"

Neuroplastic Development

Starts as intern, learns from experience, becomes expert. Compounds expertise over time like humans do.

Partnerships

Deployed across industries.

We partner with organizations at the forefront of their industries, deploying agents that create new capabilities.

Legal

IP Law Innovation

Training an agent to become an expert IP lawyer. Once trained, the agent is owned by the partner and evolves like an employee — improving with each case.

Technology

Technical Operations

Overseeing technical operations and code management. A technical leader that works continuously, learns from every deployment, and maintains institutional knowledge.

Finance

Investment Intelligence

Researching and analyzing early-stage opportunities. Agents learn each firm's investment thesis and develop pattern recognition from analyzing hundreds of deals.

Construction

Built Environment

From panelized building systems to integrated robotics suites. AI-driven workflows from optimized plans to coordinating robotics at building sites.

Architecture

Spatial Intelligence

Developing spatial reasoning capabilities by training on extensive data from architecture studios, research, and design workflows.

Internal

LLABS on LLABS

Our cognitive agents manage our own research, partnerships, strategy, and operations — proving production readiness in complex knowledge work.

Origin

7+ years of development.

Brayden Levangie has been developing AI agents for seven years, starting at MIT Lincoln Labs with transformer research and robotics projects. The system evolved — not engineered — as a robotic companion with a unified cognitive architecture.

The goal: a robot with unified cognition. Visual encoding (see), auditory encoding (hear), unified transformer (think), action generation (do). A full cognitive system.

In 2020, Brayden extracted the "brain" of his robotic companion. In 2022, the Cognitive Architecture Framework was born. In 2024, the first industry partnerships and revenue.

2017-2020

MIT Lincoln Labs

2020

Cognitive extraction

2022

CAF born

Vision

Agents as operational partners.

We're building the future where AI agents are trusted operational partners that augment human expertise at scale. A world where the most important work is done by humans and agents working together.

The tools we're building enable new capabilities that weren't commercially available before. From spatial reasoning to expert-level analysis to continuous technical operations.

Interested in partnering?

We work with organizations solving hard problems worth solving.