Use Cases

Real-world application examples that show how multiple architecture patterns work together. Each use case walks through the problem, why the patterns fit, what breaks without them, and what to watch for in production.

4 use casespublished
finance · asset-management · investment-banking7 min

Automated Financial Research

A knowledge-intensive agent pipeline that continuously ingests real-time market news, SEC filings, and proprietary datasets to autonomously draft and update institutional investment research reports.

Agentic RAGTripartite Cognitive MemoryAgent-Native Data Infrastructure & Lakebase
cross-industry · retail · healthcare6 min

Enterprise Data Concierge

An internal, conversational AI interface that democratizes access to complex enterprise data, allowing non-technical employees to easily query, visualize, and analyze information across disparate databases securely.

Zero Trust & Identity-First Agent SecurityAgent-Native Data Infrastructure & LakebaseMCP Gateway
supply-chain · logistics · manufacturing8 min

Supply Chain Exception Handling

An event-driven agent architecture operating over real-time logistics streams to autonomously detect, verify, and resolve shipping exceptions before they impact dependent SLAs.

Event-Driven Agent ArchitectureMCP GatewayAIOS — AI Agent Operating System
contact-center · telecommunications · customer-support9 min

AI Call Center

A production-grade voice agent platform that handles inbound customer calls end-to-end — authentication, knowledge lookup, tool execution, and post-call summaries — while keeping each caller's context strictly isolated.

Agentic RAGMCP Gatewaytripartite-memory