Research Focus
Computer Vision Systems
Perception, scene understanding, and multimodal sensing for real-world environments.
Agents & Autonomy
Goal-directed agents for operations workflows, including edge / on-device autonomy.
Trustworthy Decision Systems
Robustness, interpretability, evaluation, and verification for AI used in human-critical systems.
Applied Domains
Sectors we actively deploy in.
Healthcare operations
Insurance automation
Education assessment
Cybersecurity operations
Smart city operations
Digital identity verification
Latest Insights
artificial-intelligenceInsight6 min
Agentic AI in Production: The Architecture Stack That Actually Works
Agentic AI isn't a feature — it's delegated authority. Here's the production stack: scoped identity, A2A orchestration, MCP tools, traceable evidence, and cost control.
artificial-intelligenceInsight5 min
The Agentic Infrastructure Reckoning: Architecting for Continuous Inference in 2026
Agentic AI turns inference into a continuous utility bill. In 2026, winners will be defined by hybrid compute, runtime cost controls, and reliability patterns that survive 24/7 autonomy.
Partner
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If you’re building in human-critical systems, we’d like to talk.