Where Intelligence Meets Intention
Building the next chapter of intelligent work.
We're building browser-native agents that learn from observation, adapt to context, and act with quiet precision. Systems that understand the messy reality of work, surface meaningful signal from routine operations, and move with the deliberate confidence of a skilled teammate who knows when to act and when to pause.
We engineer cognitive agents
Systems that learn workflows like teammates, act through real environments, and surface signal from routine operations.
Autonomous Reasoning
Inference that extracts intent from messy inputs and decides next steps with controlled risk.
Adaptive Execution
Agents that navigate dynamic interfaces, recover from drift, and keep moving as the world changes.
Cognitive Signaling
Observability that surfaces weak signals, flags anomalies, and turns attention into leverage.
Work in progress
Observation to policy
From screen recordings to executable policies that generalize across vendors.
Browser-native action
Human-like interaction models that survive latency and DOM mutation.
Insight extraction
Entity and relationship graph building from operational exhaust.
Cost and latency tuning
Dynamic routing that balances accuracy and spend.
Memory and trust
Long-horizon memory with audit trails and rollback.
Between thought and action
Observation over specification
Learn from how work actually happens.
Interfaces are the unit
Act where humans work, which is the browser.
Control then scale
Put observability and guardrails before speed.
Work is fragmented. Judgment is scarce.
Messy reality
Work doesn't follow neat specifications. Systems that act in production need to handle incomplete information, shifting goals, and interfaces that change without warning.
Signal discovery
Most organizations drown in data but starve for insight. Agents that observe continuous operations can surface patterns humans miss and flag risks before they compound.
Aligned action
Automation without judgment creates new problems. Cognitive agents that understand context, weigh tradeoffs, and act with measured confidence extend human intention rather than replace it.
Talk to us
Pick a time that works for you and we'll walk you through how we build with intention.
© 2025 Humanyl. Building intelligence with intention.