Automating work, empowering people.
We envision enterprises where AI agents handle repetitive, low‑value tasks and seamlessly integrate into existing systems. Agenture provides the operating system for agents: a unified runtime, quality assurance, monitoring, orchestration, and compliance. This foundation ensures enterprises adopt AI confidently and focus their people on innovation and growth.
Ideas and problems we are working on
Architecture for agentic applications
Building with agents is a systems problem, not a bot zoo. You must specify outcomes, coordinate capabilities, keep shared state consistent, and enforce safety, cost, and compliance—while the system evolves.
Our research focuses on the foundations of agentic applications: planning and capability routing, shared memory and state, secure tool execution with guardrails, conflict arbitration, observability and evaluation, and versioned rollouts with human-in-the-loop. The goal is to define a reliable architecture for agentic systems—turning today's brittle demos into production-grade applications.
Continuous agent development and improvement
The quality of an agent's work must be measurable and improvable. We define clear criteria for what "good work" means, capture structured feedback from real-world tasks, and feed it back into the system to refine behavior.
We also research mechanisms that enable agents to self-improve based on this feedback, reducing manual tuning and ensuring they adapt to new requirements, maintain reliability in production, and deliver increasing value over time.
Get in Touch
Interested in our research or want to collaborate? We'd love to hear from you.