|
|
Research findings — Microsoft Context IQ and APM
1. Microsoft Context IQ → Microsoft IQ (rebrand)
"Context IQ" was an Outlook/M365 feature (type "/" to insert files/people). It is being RETIRED as of March 2026. However, the "IQ" brand has been repurposed into something much bigger — announced at Ignite 2025:
Microsoft IQ is a three-layer intelligence architecture:
- Work IQ — captures collaboration patterns, communication signals, meeting behavior from M365. Powers Copilot personalization.
- Fabric IQ — the most relevant to CaseTalk. Adds a semantic intelligence layer to Microsoft Fabric (their unified data platform). Core concept: Ontology items that define business entities, relationships, and business rules on top of raw data.
- Foundry IQ — enterprise knowledge retrieval across SharePoint, OneDrive, Azure, maintaining permissions.
2. Fabric IQ Ontology — directly overlaps with CaseTalk
Fabric IQ ontologies define:
- Entities — business concepts (Orders, Assets, Sensors)
- Relationships — connections between entities
- Business Rules — constraints and triggered actions
This is essentially conceptual modeling applied to an enterprise data platform. CaseTalk already does this at a much deeper level with FCO-IM fact types, constraints, and derivation rules.
Key differences:
- Fabric IQ auto-generates ontologies from Power BI semantic models
- Fabric IQ binds ontologies to live data and AI agents
- CaseTalk provides formal conceptual modeling with mathematical rigor (FCO-IM)
- CaseTalk generates database schemas; Fabric IQ consumes existing ones
Opportunity: CaseTalk models could potentially be exported as Fabric IQ ontology definitions, positioning CaseTalk as the rigorous modeling front-end for Microsoft's intelligence platform.
3. APM — Application Portfolio Management
APM is an enterprise architecture discipline for managing an organization's application landscape:
- Inventory all applications
- Assess business value vs. technical fitness
- Rationalize (Gartner TIME model: Tolerate, Invest, Migrate, Eliminate)
- Plan transformation roadmaps
Main vendors: Ardoq, LeanIX, Bizzdesign, ServiceNow, Planview.
Microsoft does not have a dedicated APM product, but Azure has governance/management capabilities. APM tools typically need a data model underneath — another potential CaseTalk integration point.
Relevance to CaseTalk
- Fabric IQ export: CaseTalk's conceptual models (OFTypes, fact types, constraints) could be exported as Fabric IQ ontology definitions
- Competitive awareness: Microsoft is moving into the "business semantics" space that CaseTalk has occupied for decades
- APM integration: CaseTalk's data modeling could feed APM tools with application data models for rationalization assessments
- Marketing angle: "CaseTalk provides the formal conceptual foundation that Fabric IQ ontologies need"
|
