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Real Work

Use Cases

Real problems solved with custom AI and data engineering — browse by use case.

Domo App Studio & Multi-Agent AI

Custom Domo applications and AI agents built directly on your governed data — not just dashboards.

Multi-Agent Query Pipeline governed data → response
User Query natural language router.js shared reasoning Agent A structured data queries Agent B trend & pattern analysis Agent C summaries & reporting Validation Gate Response returned to user Governed Data
Application Layer

Custom App Studio Products

Purpose-built apps beyond stock dashboards — internal tools, approval workflows, and interactive analysis surfaces built on the Domo SDK.

Intelligence Layer

Multi-Agent AI on Your Data

LLM agents that route, query, and reason over governed Domo datasets — with confidence scoring, caching, and observability built in, not bolted on.

Global Consumer Electronics Enterprise

A marketing intelligence chatbot, built natively on Domo App Studio

A global electronics manufacturer needed its marketing organization to query performance data across multiple domains in plain language — without waiting on analysts or leaving Domo.

I designed a multi-agent architecture: a shared router directs each question to one of several specialized agents, with dimension-level SQL result caching to keep responses fast at scale.

  • Validation gate and confidence scoring before any answer reaches the user
  • Token tracking and an internal observability panel for full query traceability
  • Staged roadmap covering vector RAG, semantic caching, and a "teach the agent" playbook system

Client name withheld under NDA; architecture and outcomes described are accurate.

3
specialized reasoning agents
1
shared router / reasoning layer
4-stage
scaling roadmap delivered
100%
native Domo App Studio
Domo App Studio Domo.js SDK Beast Mode Domo Workflows LLM Agent Architecture Node.js React