Autonomous Systems

Next-Gen Agentic AI

Deploy intelligent agents that can plan, execute, and iterate complex workflows. We provide the human feedback loops (RLHF) to make them reliable.

RLHF & Fine-Tuning

Expert ranking and rewriting of agent outputs to align behavior with human intent.

Multi-Step Planning

Evaluation of chain-of-thought reasoning and complex decision-making trees.

Tool Use Evaluation

Testing agents' ability to correctly invoke APIs, databases, and external tools.

User:Analyze the Q3 earnings report and summarize risk factors.
Agent:

Thinking...

[Tool Call: PDF_Reader.extract("q3_report.pdf")]

[Tool Call: Financial_Analyzer.risk_assessment(...)]

I have identified 3 critical risk factors:

  • Supply chain volatility in APAC region
  • Regulatory changes in EU data compliance
  • Currency fluctuation impact on operating margins

We evaluate thousands of interaction traces like this daily to ensure safety and correctness.