Prevent Fabric throttling before it slows you down
Monitor your Microsoft Fabric capacity, catch anomalies in minutes, and get clear actions to prevent throttling and reduce wasted spend without growing your platform team.
Benefits
Proactive, not reactive
Continuous automated detection replaces dashboard hunting, and the agent flags emerging risk at least fifteen minutes before it reaches users.
Capacity sized on evidence
Trend-backed planning replaces best-guess SKU sizing, with item-level traceability behind every recommendation.
Cost down within a quarter
Around 20% cost reduction in the first 90 days, from optimized Fabric usage across your capacities.
Product features
Find problems before users do
Continuously monitor utilization, refreshes, and workspace activity across every Fabric capacity.
Catch unusual demand in minutes
Detect CU spikes, refresh storms, and abnormal workloads in as little as five minutes and see which workspaces are affected.
Know what to do next
Get a recommended action with every issue: throttle, shift, reassign, archive, or scale.
Buy the right capacity
Find over- and under-provisioned capacities and choose the right SKU for each workload.
Stop paying for idle capacity
Identify unused capacity and adjust schedules to recover wasted spend.
Keep every action accountable
Record every recommendation and change in a complete, traceable audit history.
Tell us which capacities you run and where the slowdowns show up. We will come back with what the agent would watch and what it would change.
Case studies

Unifying disconnected data systems using Microsoft Fabric and OneLake
Siloed enterprise data unified on OneLake for a single governed surface — monitored end-to-end by an admin agent layer.
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Migrating to Microsoft Fabric to Unlock One Source of Truth (OSOT)
Consolidating fragmented data estates onto Microsoft Fabric with proactive capacity and workspace governance.
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Microsoft Fabric ISV Solutions: Implementing CI/CD
Repeatable continuous integration and continuous delivery (CI/CD) patterns for Fabric independent software vendor (ISV) solutions — with admin-grade controls baked into the deployment lifecycle.
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