Architecture

How Metagem fits in your landscape

Where Metagem sits in your environment, and how one question flows through it.

Metagem inside your environment

Your environment

UsersBrowser, internal or VPN
HTTPS
Identity providerEntra ID / IAM Identity Center
SSO
Copilots & agentsMS Copilot, agentic BI, in-house agents
Context query(MCP)
Metagem solution
Context PlatformUI for power users: build and triage context, governance and quality findings
Context Engine & WorkflowsHeadless service: builds governed context, extracts quality findings, syncs and pushes context across apps and agents
Source ingestion & context push

Raw data & document sources

Cloud dataFabric, Databricks, Snowflake, S3
Document storesSharePoint, Confluence, S3
Enterprise appsSAP, CRM, ERP, MES
Queries
Managed LLMsBedrock / Azure AI Foundry

In your own environment (preferred) — your keys, your network, your audit trail.

On our public tenant — live in days, move in-house later.

Ecosystem agnostic, by design

Pull and push with

AWSMicrosoft AzureMicrosoft FabricSAPDatabricksSnowflakeand more

Pre-built agent connectors, plus MCP for your own

Microsoft CopilotAnthropicOpenAI

One question, end to end

The diagram below follows a single question — "Total contractor spend this year?" — from the moment someone asks it in Copilot to the answer they get back. The copilot doesn't guess what "contractor" means: it asks the Metagem engine, which returns the governed definitions and which domain owns each one. Retrieval then runs only against the data and documents those definitions point at, so the answer arrives with its definition and its sources attached.

  1. 1UserMS Copilot / Agentic BI

    "Total contractor spend this year?"

  2. 2MS Copilot / Agentic BIMetagem Engine

    Resolve "Contractor" (MCP)

  3. 3Metagem EngineMS Copilot / Agentic BI

    3 definitions — authority per domain

    HCM worker ≠ CLM party ≠ FIN supplier

  4. 4MS Copilot / Agentic BIData landscape

    Grounded & context-aware retrieval

  5. 5Data landscapeMS Copilot / Agentic BI

    Data + documents

    Only the sources the resolved definition points at

  6. 6MS Copilot / Agentic BIUser

    Trusted answer + provenance

    The number, the definition it used, and where it came from

Walk through it on your own stack.

Bring one domain and the systems behind it.

Talk to our team