Never Let Microsoft Fabric Throttle Your Executive Reports.
Predict carry-forward capacity debt before it peaks. Pinpoint rogue workloads in seconds. Dynamically shield interactive Power BI reports from sudden throttling outages.
Zero customer data storage · Read-only Microsoft Entra ID setup · Live in 5 minutes.
Monitored Fabric Capacity
Production Estate — F64 (Australia East)Auto-Smoothing
CU Utilization
68.4%
Optimal BaselineDirectLake Status
100%
0 DirectQuery FallbacksSecurity & RBAC
Governed
4-Eyes Gate Enforced24-Hour Compute Smoothing vs 5-Min Bursting
Zero Throttling DelaysUnified Headroom & Outage Defense Across All Microsoft Fabric Artifacts
Executive & Operational Value
Why Leaders Choose Meynos for Microsoft Fabric
Stop letting background data pipelines take down executive dashboards at 9:00 AM. Meynos provides proactive debt radar, root-cause forensics, and outage protection.
Zero Degraded Reports
Predictive carry-forward debt forecasting prevents interactive rejection, shielding C-suite dashboards from HTTP 429 throttling errors.
Instant Culprit Attribution
Pinpoint the exact semantic model refresh, runaway notebook, or query spike responsible for burning capacity headroom.
1-Year Forensic Memory
Retain detailed throttling telemetry and incident timelines for up to 3 years, eliminating the 30-day CMA memory cliff.
Cut Waste by up to 40%
Identify over-allocated capacities, schedule off-peak auto-pause, and restagger overlapping 8:00 AM pipeline collisions.
Frictionless Onboarding
Live in 5 Minutes. No Infrastructure to Manage.
Getting started requires zero code, zero custom agents, and zero downtime.
Connect via Microsoft Entra ID
Authenticate securely using your Microsoft enterprise account. Read-only permissions connect directly to Fabric and Graph APIs in under 5 minutes.
Automatic Discovery & Baseline
VerityContext automatically catalogs your capacities, lakehouses, DirectLake models, and workspaces to build an instant health and cost baseline.
Continuous Assurance & Savings
Receive proactive alerts in Microsoft Teams and Email before throttling occurs, with actionable FinOps recommendations to reduce monthly spend.
Business Transformation
Operating Without Meynos vs. Operating With Meynos
See how enterprise organizations replace 9:00 AM executive report outages, unpredictable carry-forward debt, and 30-day log amnesia with proactive throttling radar and automated outage defense.
Without VerityContext
Manual Status QuoReactive, unpredictable & expensive
Surprise Cloud Spend & Overages
Uncontrolled SpendUnmonitored peak compute spikes cause unpredictable monthly cloud bills with zero advance alerting.
Silent Dashboard Slowdowns
Broken SLAsPower BI reports silently degrade to slow fallback modes, frustrating executive users and delaying decisions.
Wasted Senior Engineering Hours
10+ hrs/wk LostPlatform engineers waste 10+ hours every week writing custom PowerShell scripts and searching isolated logs.
Workspace Sprawl & Audit Risk
Compliance BlindspotNo central record of workspace owners, untracked schema drift, and painful manual audit preparation.
With VerityContext
Automated ControlProactive, cost-effective & audit-ready
Predictable 30% to 57% FinOps Savings
Guaranteed ROIAutomated compute smoothing and reserved SKU sizing recommendations eliminate over-provisioning.
Continuous Report Performance Shield
Sub-Second SLAInstant detection of DirectLake fallbacks and automated alerts ensure reports remain fast and reliable.
Instant Answers & Teams Alerts
10x Faster RCAProactive notifications pushed to Microsoft Teams and Email with instant root-cause analysis.
Audit-Ready Lineage & Dual Approvals
100% Audit-ReadyComplete cross-workspace data lineage, verified workspace owners, and 2-person approval safeguards.
Executive Platform Comparison
What Microsoft Fabric Delivers vs. What Meynos Adds
Microsoft Fabric provides the modern compute and data lakehouse engine. Meynos delivers the essential headroom intelligence, proactive throttling defense, and 1-year forensic telemetry required for enterprise reliability.
Fabric Out-of-the-Box vs. With Meynos Outage Shield
See how Meynos adds the critical predictive headroom radar, culprit attribution, and outage defense that standard Microsoft Fabric lacks.
Core Compute Engine Only
Fast data lakehouse, but lacks automated capacity smoothing, silent report fallback detection, and unified governance.
Predictive Radar & Protection
Adds 20–45 min pre-throttling warnings, instant rogue workload blame, 1-year telemetry memory, and automated circuit breakers.
Throttling & Outage Prevention
Native Capacity Metrics App alerts reactively after 24h carry-forward debt exceeds threshold. Executive reports crash with HTTP 429.
Real-time carry-forward debt forecasting provides 20–45 min early warning with automated circuit breakers to protect interactive reports.
Rogue Workload & Culprit Attribution
Engineers spend hours combing through CMA logs trying to determine which notebook or semantic model refresh burned capacity debt.
Pinpoint the exact semantic model refresh, Spark job, or rogue user query that caused the debt spike in under 60 seconds.
Telemetry Retention & FinOps History
Microsoft CMA deletes detailed throttling and CU telemetry after 14–30 days, leaving teams blind to month-over-month trends.
Retain granular operational telemetry indefinitely. Generate 1-click executive incident post-mortems and department showback reports.
Schedule Collisions & Pipeline Staggering
Uncoordinated departmental schedules create massive 8:00 AM refresh collisions that exhaust smoothed compute buffers.
Tenant-wide scan automatically detects overlapping refresh collisions and calculates optimal offset intervals to flatten usage curves.
Platform Capabilities
Predictive Headroom, Outage Defense & Cost Control
A unified operational radar designed for Fabric platform leads, data engineers, and enterprise architects.
1. Predictive Throttling Radar
20–45 Minute Early Warning Heads-Up
Computes real-time carry-forward debt curves. Pushes urgent Microsoft Teams and Slack alerts when smoothed usage threatens interactive query rejection.
2. Rogue Workload Blame Engine
Instant Root Cause Pinpointing
Instantly extracts which exact semantic model refresh, unoptimized Spark job, or rogue user query injected carry-forward debt into your capacity.
3. Automated Guardrails & Circuit Breakers
Shield Interactive Business Reports
Automatically delay non-critical background dataflows during danger peaks, or trigger 1-hour dynamic Azure capacity auto-scaling to absorb peak spikes.
4. 1-Year Forensic Memory & Post-Mortems
Solve the 30-Day CMA Amnesia
Retain granular throttle telemetry for up to 3 years. Generate 1-click executive PDF post-mortems explaining incident causes and schedule fixes.
5. Schedule Collision & Staggering Optimizer
Eliminate Overlapping Peak Collision
Automatically scans all scheduled refreshes across your workspaces. Flags dangerous 8:00 AM collisions and recommends optimal staggering offsets.
Automated Circuit Breakers
Predictive Headroom Guardrails & Dynamic 1-Hour Azure Capacity Auto-Resizing
Security & Procurement
Enterprise Security & Procurement at a Glance
Designed from day one to clear enterprise architecture and information security reviews with zero friction.
Zero Data Ingestion / Customer Data Storage
Your business rows and sensitive records never leave your Microsoft OneLake tenant. Meynos processes only operational metadata and performance telemetry.
Least-Privilege Read-Only & Entra ID SSO
Connects via official Microsoft Graph and Fabric REST APIs with strict read-only scopes. Native Entra ID SSO with MFA and granular role-based access control.
100% Azure Native Container Architecture
Hosted on resilient Azure Container Apps (ACA) with dedicated virtual network isolation, PgBouncer connection pooling, and zero virtual machine maintenance overhead.
Azure Marketplace Ready (Burns Azure MACC)
Transact directly through Microsoft Azure Marketplace. Draw down pre-committed enterprise Azure MACC spend with zero procurement friction.
Tamper-Evident Forensic Incident Ledger
Every capacity throttle alert, circuit-breaker trigger, and carry-forward debt spike is logged with cryptographic timestamps for SOC2 audit compliance.
Predictable, Procurement-Friendly Subscriptions
Transparent pricing supporting credit cards, formal purchase orders (POs), Net-30 invoicing, and enterprise SLAs.
Target Architecture
Interactive Microsoft Fabric Operating Topology
Explore how legacy Azure Synapse and Power BI estates transition into Microsoft Fabric unified SaaS data lakehouses.
Microsoft Fabric Target Topology
Amazon S3 OneLake Shortcut
Target / Federation Source
AWS S3 Buckets
Zero-copy S3 shortcuts federating AWS data directly into OneLake without copying or ETL pipelines.
Supported Protocols & Interfaces
VerityContext Governance Policy
Inherits AWS IAM role permissions with tenant isolation in Fabric.
Planning a Power BI Premium or Synapse Migration to Fabric?
Calculate your exact P-to-F SKU monthly cost delta, verify Pro vs Free viewer entitlement rules, evaluate Fabric IQ AI modeling readiness, and generate a printable executive PDF report.
Frequently Asked Questions
Everything Leaders Ask About Meynos
Clear answers on data privacy, architecture, ROI, and procurement.
Why do we need Meynos if we already have Microsoft's Fabric Capacity Metrics App (CMA)?
Microsoft's CMA is reactive and short-sighted: it alerts you *after* interactive throttling has already broken executive reports, buries the root-cause query under complex 24-hour smoothing math, and erases detailed telemetry after 14–30 days. Meynos acts as an active early-warning radar: it forecasts carry-forward debt 20–45 minutes in advance, pinpoints the rogue workload responsible, and retains telemetry for up to 3 years for historical forensics and FinOps chargeback.
Does Meynos access, store, or replicate our company's business data?
No. Meynos operates under a strict zero-data-ingestion architecture. We collect and analyze operational telemetry (CU consumption, query durations, schema definitions, and capacity metrics). Your actual business rows, tables, and sensitive analytical data remain 100% inside your Microsoft tenant.
How does Meynos predict capacity throttling before it happens?
Fabric's capacity model allows burst compute by carrying debt forward across a 24-hour window. Meynos tracks cumulative carry-forward debt in real time against your SKU's interactive delay and rejection limits. When a spike or overlapping pipeline run threatens to breach the rejection threshold, Meynos sounds the alarm 20–45 minutes in advance.
Can we purchase Meynos via Azure Marketplace using our Azure MACC commitment?
Yes. Enterprise plans are fully transactable through the Microsoft Azure Marketplace. This allows organizations to burn down existing Microsoft Azure Consumption Commitments (MACC) without needing separate vendor onboarding.
How is Meynos deployed and what permissions are required?
Meynos is a 100% cloud SaaS platform that connects to your Microsoft Fabric tenant in under 5 minutes. Deployment uses standard Microsoft Entra ID (Azure AD) enterprise app registration with read-only permissions for Fabric metadata and capacity metrics. No agents, virtual machines, or custom gateway software required.
Start with evidence
See how VerityContext fits your Microsoft Fabric operating model.
Bring one capacity, one operational challenge, and one measurable outcome. No tenant alteration required.