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Get your data in order. Then let AI use it safely.

We design data systems sized for companies of 50 to 500 people, then connect AI assistants to them through MCP servers and gateways that control what each assistant can see and do. Every project has a fixed price, agreed before work starts.

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How the layers fit together Your systems feed governed data through pipelines. MCP servers connect that data to a gateway, and the gateway passes only approved tools to AI assistants. Your systemsERP, CRM, files, databases Governed dataClean tables, roles, semantic layer GatewaySign-in, permissions, audit log AI assistantsAssistants your staff already use Pipelines MCP servers Approved tools

Built on Microsoft. Ready for AWS.

  • Microsoft FabricWarehouses, semantic models, and Microsoft's Fabric MCP servers, set up and governed
  • Microsoft AzureContainer Apps, Key Vault, and API Management as the AI gateway
  • Entra IDOne sign-in; assistants see only what each person already can
  • AWSThe same servers and governance, deployed to your AWS account

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