Domain · Technology

Twenty vendors in the 2025 BI/Analytics MQ. We mapped what's between them.

The Gartner 2025 Analytics & BI Platforms Magic Quadrant evaluated 20 vendors. It answered which platforms organizations should buy. It did not answer which platform categories, tooling layers, and integration structures exist in the data but have no named vendor, no established category, and no current market formation. That is the question Limn asks.

Technology network diagram
Structural gap map -- incumbent positions (solid) vs missing positions (crimson, pulsing)
28Mapped gaps
21Vendors excluded
89%Top convergence
2026-28Entry window

Baseline exclusion before publication.

Every report is benchmarked against incumbent planning, orchestration, and network intelligence coverage. The report only contains positions that remain outside the known market envelope.

These platforms are the baseline exclusion set. Every gap here exists outside their coverage envelope.

KinaxisOracleBlue YonderAnaplanSAP IBPOMPproject44FourKitesE2open
Sorted by tier and relevance
Surface ScanTechnology

Cross-Platform Data Lineage Gap Map: Q1 2026

Data lineage across heterogeneous platform stacks has no established intermediation structure. Five gaps identified at the top level - a starting point for teams assessing where cross-platform lineage exposure is structurally unresolved by any current vendor in the 2025 MQ.

5Gaps
0.70Convergence
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StandardTechnology

Edge Analytics Layer: What Distributed Data Implies But No Platform Serves

Distributed data environments imply analytics structures that neither cloud BI platforms nor edge compute vendors currently serve. Thirteen gaps identified across on-device analytics intermediation, latency-constrained query structures, and hybrid cloud/edge data governance positions.

13Gaps
0.73Convergence
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StandardTechnology

Governance Automation Gaps: The Layer Between Data Contracts and Compliance

Data contract adoption is creating governance automation positions that no current BI, data catalog, or observability vendor occupies. Nine gaps identified across automated policy enforcement intermediation, cross-platform data lineage governance structures, and compliance verification layer positions.

9Gaps
0.71Convergence
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Deep DiveTechnology

Real-Time Decision Structures: Positions Between BI and Operational Systems

The gap between BI analysis and operational system action contains structural positions no BI vendor and no operational platform currently occupies. Seventeen gaps identified across real-time decision API intermediation, operational data contract structures, and event-driven analytics integration layers.

17Gaps
0.76Convergence
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Deep DiveTechnology

Semantic Layer Intermediation: The Gap the 2025 BI MQ Didn't Map

The 20 vendors evaluated in the 2025 Gartner BI/Analytics MQ collectively imply a semantic layer intermediation structure that none of them currently provides. Twenty-six structural gaps identified across metric consistency intermediation, cross-platform definition governance, and business logic portability structures.

26Gaps
0.80Convergence
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