Exciting Power BI & Fabric Governance Awaits You
Track your waitlist queue ticket, explore upcoming Power BI DirectLake & Fabric CU autoscaling governance features, and request priority evaluation.
VerityContext Access Queue
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Enterprise Governance Pilot
Power BI + Fabric OneLake
Waitlisted (Queued)
Bump Your Position (+5 Queue Places)
Invite your Fabric administrators, analytics engineers, and FinOps leads. Each verified referral advances your position in the upcoming cohort release.
Conducting an Architecture Assessment or POC?
Fabric enterprise architects and platform leads can request immediate sandbox clearance for capacity evaluation.
Exciting Power BI & Microsoft Fabric Governance Awaits You
VerityContext provides a unified control plane for Microsoft Fabric capacities, Power BI semantic models, tenant-wide sensitivity enforcement, and continuous FinOps telemetry. Here is a preview of the capabilities unlocking for your team.
Data Modeling & Lineage
Power BI DirectLake & Semantic Lineage
Automated cross-workspace lineage mapping from OneLake Delta tables into DirectLake semantic models. Real-time DAX complexity scoring and scheduled refresh collision prevention.
- Zero-copy DirectLake memory monitoring
- DAX query bottlenecks & cold-cache detection
- End-to-end dataset-to-visual dependency graph
Capacity Optimization
Fabric CU Smoothing & Autoscaling
Intelligent CU consumption smoothing across 24-hour windows. Proactive throttling alerts before F-SKU limits are breached with automated interactive query shedding.
- 24-hr interactive vs background CU smoothing
- Proactive throttling & burst protection alerts
- Automated pause/resume schedules for idle capacities
Security & Compliance
Tenant-Wide Sensitivity & RBAC Auditing
Continuous Microsoft Purview sensitivity label verification, tenant admin setting drift detection, and automated Row/Column-Level Security (RLS/CLS) access matrices.
- Automated sensitive data & PII label verification
- Fabric Admin Portal setting drift alerts
- OneLake data access role validation & quarterly recertification
Cost Governance
FinOps TCO Engine & Compute Sizing
Granular workload sizing comparing Azure Synapse Dedicated DW, Databricks DBUs, and Data Factory pipelines to Microsoft Fabric F-SKU capacity equivalents.
- ADF/Synapse to Fabric F-SKU sizing calculator
- Zero-copy OneLake storage cost compression
- Reserved instance (RI) ROI & savings forecasting
Observability
Fabric Incident Forensics & RCA
Deep diagnostic collectors tracking root causes for failed Spark notebooks, runaway ADF pipelines, and Power BI semantic model refresh timeouts with sub-minute RCA.
- Sub-minute Root Cause Analysis (RCA) trace
- Spark executor out-of-memory memory diagnostics
- Automated incident alert dispatch & remediation workflows
Governance & Architecture
Domain Boundaries & Workspace Sprawl Guardrails
Prevent workspace sprawl through automated sandbox lifecycle policies, domain delegation, and unified tagging across all Lakehouses, Warehouses, and Mirrored DBs.
- Orphaned workspace & unused semantic model cleanup
- Domain-level delegation & boundary guardrails
- Automated environment promotion (Dev -> Test -> Prod)
Cohort Activation Waves
Access is being rolled out in staged cohorts to preserve real-time Fabric scanner telemetry SLAs.
Cohort 1: Platform Admins
Internal platform administrators, enterprise architects, and core infrastructure leads.
Available NowCohort 2: FinOps & Capacity Leads
Enterprise data platform owners optimizing multi-capacity Fabric F64-F512 footprints.
Current RolloutCohort 3: Power BI & Data Engineers
Analytics engineers, Power BI architects, and Spark developers building governed data products.
Next Wave ReleaseCohort 4: Global Self-Service Analytics
Broad organizational self-service creators and business unit report consumers.
General AccessReady to Govern Your Power BI & Microsoft Fabric Estate?
Ensure your Microsoft Fabric capacities operate without throttling, unwanted tenant setting drift, or hidden capacity spikes. Join thousands of data architects building governed lakehouses.