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Rudder AI Concierge

This is a working example of the enterprise AI agents we build — tool-use, knowledge retrieval, guardrails, and lead handoff. Ask anything about our company, platforms, or AI services.

RAG active — 70 knowledge chunks indexed with semantic search

Ask about our AI services, platforms, build packages, or thought leadership. I use tools to find accurate answers from our knowledge base.

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Tool Orchestration

Multi-step agent that searches insights, looks up services, and routes qualified leads.

Grounded Answers

Responses sourced from Rudder Tech platforms, services, and thought leadership — not hallucinated.

Production Guardrails

Bounded knowledge, escalation rules, and transparent demo labeling — the same patterns we ship for clients.

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We deploy production agents with RAG, MCP integrations, observability, and enterprise guardrails.

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What This Demonstrates

Every capability shown here maps to a service we deliver for enterprise clients.

Agentic Workflows

Multi-step tool calls with stopWhen orchestration

Knowledge Retrieval

Semantic RAG over insights, services, and platforms via pgvector

Lead Qualification

Intent capture with Strategy Call handoff

MCP Integration

External agents connect via /api/mcp with 6 knowledge tools