The Context Governance Platform
Everything you need to extract, govern, and activate the business meaning buried across your enterprise — in one place.
EXPLORE
GOVERN
BUILD
Maia
AI Assistant
The Fraud Risk Score is a composite metric that quantifies claim fraud likelihood.
Calculation: Combines Claim Severity, Custom Claim Factor, and Claims in Previous FY.
Source: Table Z_FRD_SCORE (95% match).
Steward: Bob Steward · Validated 3 days ago.
Context from graph
Fraud Risk Score
Metric
Claim Severity
Business Concept
Z_FRD_SCORE
Data Asset
Reasoning process
Where insights land.
Where you stay in control.
The catalog is the surface. Insights, validation, and lineage are what make it worth opening.
Insights you can act on.
Reporting fragility, data quality gaps, semantic conflicts — surfaced with the source.
Outputs you can trust.
Validate, approve, or roll back every agent action.
A catalog that stays current.
Pre-populated from your stack, queryable in plain language.
Production Cost
The fully-loaded cost to manufacture one finished unit. Used for pricing decisions, margin analysis, and plant-to-plant performance comparisons.
Active Customer
A customer account considered currently engaged based on recent order history. Determines eligibility for account management resources and inclusion in revenue forecasts.
Overall Equipment Effectiveness
The primary measure of production line effectiveness, combining uptime, speed, and output quality. Target: ≥85% across all lines.
Revenue Recognition
The point at which a sale is officially recorded as revenue in financial statements. Timing varies by contract type and delivery milestones.
Embeds into your organisation
Your stack stays your stack. Metagem plugs in where context is produced and where it's consumed.
Push / pull from your systems
Bi-directional connectors to SAP, Snowflake, SharePoint, Purview, Power BI and 40+ more.
Headless API
Push governed context into your reporting, AI, and governance pipelines.
MCP-enabled
Pair your tools and agents with A-grade context, natively.
One governed context layer. Two ways to consume it.
Not just a data catalog. A business-friendly layer that spans your data, metadata, and context documents — and keeps itself current.
For your team
Context Catalog
Browse, search, and govern the business terms, rules, and documents your agents surface — with full audit trail.
AI Search & Ask
Ask questions in plain language. Get deterministic answers with visible sources, grounded in your validated context. Available in Teams and Slack.
Lineage & Impact
See where your data comes from, what it feeds, and what breaks if it changes — mapped to business language.
For your existing tools & AI
Headless API
Push governed context to Purview, Power BI, or your internal AI pipelines. Your tools stay your tools.
MCP-enabled
Plugs directly into your agentic workflows as a context source.
Build your own workflows
Orchestrate agents and govern their outputs from one place. Deployed with our engineers today. Self-serve coming.
AI-Powered Search
Natural-language queries resolve to governed business context — not keyword matches.
EXPLORE
GOVERN
BUILD
Maia
AI Assistant
The Fraud Risk Score is a composite metric that quantifies claim fraud likelihood.
Calculation: Combines Claim Severity, Custom Claim Factor, and Claims in Previous FY.
Source: Table Z_FRD_SCORE (95% match).
Steward: Bob Steward · Validated 3 days ago.
Context from graph
Fraud Risk Score
Metric
Claim Severity
Business Concept
Z_FRD_SCORE
Data Asset
Reasoning process
Business Glossary
Auto-extracted terms, definitions, and ownership — reviewed and approved by domain experts.
Production Cost
The fully-loaded cost to manufacture one finished unit. Used for pricing decisions, margin analysis, and plant-to-plant performance comparisons.
Active Customer
A customer account considered currently engaged based on recent order history. Determines eligibility for account management resources and inclusion in revenue forecasts.
Overall Equipment Effectiveness
The primary measure of production line effectiveness, combining uptime, speed, and output quality. Target: ≥85% across all lines.
Revenue Recognition
The point at which a sale is officially recorded as revenue in financial statements. Timing varies by contract type and delivery milestones.
Validation Inbox
AI-proposed changes surfaced for human approval — stewardship without the spreadsheet.
Inbox
3 pendingProduction Cost
Active Customer
Overall Equipment Effectiveness
Production Cost
PendingDefinition Update
SJ Suggested by Sarah Johnson • about 2 hours ago
Proposed Changes
Definition
The cost to manufacture one unit of product.
The fully-loaded cost to manufacture one finished unit, including direct materials, direct labor, and allocated overhead. Used for pricing decisions, margin analysis, and plant-to-plant performance comparisons.
The proposed definition adds specificity about cost components and business applications, aligning with how Production Cost is referenced in SAP/4H and Oracle financial modules.
Business-IT Lineage
Trace any metric from board report to source column — with confidence scoring.
Pending Mappings
3 newCustomer ID
3 proposalsBusiness Term → Technical Mapping
Top 3 Proposed Mappings
SAP S/4HANA
Oracle EBS
Salesforce
KNA1.KUNNR
Primary customer master key. Referenced in 847 join relationships.
Document Classification
Classify millions of dark files by business domain, sensitivity, and PII exposure.
Q4 2025 Board Meeting Minutes
Employee Benefits Policy
Master Service Agreement — Acme Corp
Q3 Revenue Dashboard Documentation
GDPR Data Processing Agreement
AI Assistant — Maia
Ask questions in plain language. Maia traverses the context graph and returns governed answers.
Maia
AI Assistant
Context from Graph
Churn Definition (Sales)
Business Rule
Churn Definition (Finance)
Business Rule
Revenue Recognition Policy
Business Term
CRM_ACCOUNTS / GL_REVENUE
Data Asset
Reasoning Process
Analyzing query intent...
Resolving 'churn' across business domains...
Comparing rule definitions: Sales vs Finance...
Tracing lineage to source systems...
Synthesizing root-cause answer...
Knowledge Graph
Visualise the relationships between terms, rules, systems, and data assets in real time.
Connectors
Plug into SAP, Snowflake, SharePoint, Confluence, and 40+ enterprise systems out of the box.
Agents that power the platform
Autonomous agents continuously enrich, validate, and govern your context layer.
Context Extraction
Scans structured & unstructured sources to extract business terms, definitions, and relationships automatically.
Data Quality
Profiles data assets against business rules, flags anomalies, and scores quality per domain.
Doc Classification
Classifies millions of dark files across SharePoint, Confluence, and network drives by business domain.
SAP Readiness
Maps internal terms, KPIs, and processes to SAP best practices — domain by domain.
Compliance
Monitors context changes against regulatory frameworks (BCBS 239, EU AI Act, DORA) in real time.
Semantic Mapping
Discovers synonyms, overlaps, and conflicts across glossaries and data dictionaries.