VosQuery Lab

Case study

Custom AI Integrations

Case study for integrating AI into existing software, APIs and business workflows.

OpenAINode.jsAPIsMCP

Problem

A business had disconnected tools and manual processes that slowed operations.

Solution

We connected AI features to existing APIs, data sources and workflow actions with clear user controls.

Architecture

  • API integration layer
  • LLM tool calls
  • Workflow routing
  • Logging and fallback behavior

Technologies

OpenAINode.jsAPIsMCP

Results

  • Reduced manual work
  • More consistent workflows
  • AI features connected to real business actions

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