Home / Use Cases
194 Business Use Cases

HeliosDB Use Cases

Explore real-world applications across AI/ML, Enterprise, Analytics, Security, and more. Each use case includes detailed problem analysis, solution architecture, code examples, and ROI projections.

v3.19 · Apr 2026 · AI-Native Retrieval

Seven new capabilities unlocked by v3.19

The latest Nano + Proxy releases unlock seven new use-case categories. Detailed entries are being authored; below are pointers to where each is best surfaced today.

AI Coding Agents
Cursor / Claude Code / Aider as MCP clients against your codebase
Internal Code Search
lsp_* over Grafana / Metabase — SQL portals over your codebase
Grounded Enterprise RAG
Eight ingestion adapters: docs, email, issues, qa, PDF, Office, audio, image
Code Review Automation
Temporal lsp_* + diff helpers for AS OF / branch refs
Codebase Q&A Bots
WITH CONTEXT + streaming MCP progress for live UX
Postgres Major Migrations
Proxy v0.4 upgrade orchestrator + shadow-execution comparator
Signed Query Rewriting
Proxy v0.4 WASM plugin runtime, Ed25519-signed, OCI-distributed
25
Nano Use Cases
54
Lite Use Cases
101
Full Use Cases
14
Proxy Use Cases
10
Business Areas
194 results
Tier:
Areas:

Ready to Build?

Download HeliosDB and start implementing these use cases today.

Try Cloud Free View Pricing