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PanaceaLogics

Flagship · Agentic AI

Azure OpenAI Solutions

Enterprise copilots on Azure AI Foundry and Azure OpenAI, with your guardrails and governance.

When the experience needs to be yours, when retrieval has to be tuned precisely, or when the AI has to reach well beyond Microsoft 365, a custom build on Azure OpenAI is the right call. You control the prompts, the orchestration, the ranking and the interface, inside your own Azure environment.

We build these in .NET with Semantic Kernel where orchestration justifies it, keep vendor SDK types out of your domain code, and put prompts in version control so a behaviour change is reviewable like any other change.

What you get

  • A copilot or AI service running in your Azure subscription
  • Retrieval pipeline on Azure AI Search, tuned and measured
  • Prompt and model configuration held in config, not constants
  • Evaluation harness with a real input set
  • Cost and latency instrumentation per feature

Questions

Does our data leave our Azure tenancy?

Not unless you choose an architecture where it does. Azure OpenAI runs inside your subscription with your networking and compliance boundary, which is the main reason enterprises choose it over a public API.

Which model should we use?

Usually the cheapest one that passes your evaluation set. We benchmark against your actual task rather than published leaderboards, and we keep the model swappable because the answer changes every few months.