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Solutions

LLM & API Integration

Secure, maintainable model connections.

LLM integration

Secure, maintainable connections to OpenAI, Anthropic, Azure OpenAI, Google Vertex, and open-source models — with retrieval, caching, and cost controls built in.

The challenge

Direct API calls from frontend code expose keys. Ungoverned prompts leak data. We implement server-side integration patterns that IT can approve.

Our approach

Step 1AssessLatency, cost, data residency, and model capability requirements.
Step 2ImplementServer-side API layer with auth, rate limits, and logging.
Step 3RetrieveRAG pipelines where internal documents must ground responses.
Step 4OperateMonitor usage, tune prompts, and plan model migration paths.

Typical deliverables

  • Secure API middleware
  • RAG pipeline (if applicable)
  • Cost monitoring setup
  • Integration documentation

Get in touch

Nimble AI Inc · 150 S 19th Ave, Lemoore, CA 93245 · hello@nimbleai.online