AI/ML PRODUCTION

Agentic AI

Move beyond simple chatbots. We architect and deploy autonomous Agentic workflows that can reliably reason, use tools, and execute complex, multi-step enterprise tasks in production.

Autonomous Enterprise Agents

Numstack builds robust, graph-based agentic systems designed for long-running workflows. Our agents utilize dynamic tool calling, semantic memory, and built-in human-in-the-loop approvals for sensitive actions.

  • Dynamic Tool Calling & APIs
  • Multi-stage Reasoning & Planning
  • Human-in-the-Loop Safeguards
// Agent Worker Execution

> Workflow: enterprise_data_reconciliation
> Initializing Agentic Graph...
........................

[STEPS]
> Calling Tool: fetch_salesforce_records[]
> Reasoning: Mismatch found. Checking Stripe APIs...
> Calling Tool: query_stripe_billing[]

> Status: TASK COMPLETE - 12 ledgers updated.

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