Ecosystem Core
AI Agents & Human-in-the-Loop
Autonomous operations backed by human approval gates.
Operational Purpose
Construct autonomous agents that automate complex tasks while keeping humans in control. We build agent architectures using LangChain or AutoGen, allowing models to query databases and call APIs. We embed human-in-the-loop (HITL) dashboards for operations like payments or emails.
Key Deliverables
- Custom tool-calling agent systems built on LangChain or AutoGen
- State-preservation managers for multi-turn conversational agents
- Approval dashboards and Slack webhook alerts for HITL reviews
- Execution tracking logs for prompt refinement and auditability