Live Data Connectors
Rogers multicloud ingestion fabric
Simulated live connectors pull from every cloud's native cost platform — Azure Cost Management & Advisor, AWS CUR/Cost Explorer/Trusted Advisor/Compute Optimizer, Google Cloud Billing & Recommender, OCI Cost Analysis — plus Kubernetes telemetry and ServiceNow CMDB, normalized to FOCUS in Microsoft Fabric. Demonstration data only; no live cloud credentials are used.
Connectors online
9/10
1 degraded · 1 paused
Ingest throughput
216K/min
FOCUS-normalized records
Records today
1,284,902
Streaming live
Avg data freshness
66 min
Target ≤ 60 min
Unallocated spend
3.8%
Tagging gap after CMDB enrichment
Normalization pipeline
Provider-native cost surfaces reconciled into a single Rogers FinOps model
Ingest
1/5Provider APIs & exports landed to OneLake
215K rec/min
Normalize
2/5FOCUS 1.1 schema mapping across 4 clouds
213K rec/min
Enrich
3/5CMDB owner, BU, product & unit-metric joins
211K rec/min
Dedupe
4/5Cross-provider recommendation reconciliation
9.8K rec/min
Serve
5/5Fabric semantic model → agents & Power BI
Live
Connector health
Select a connector for scope, auth and cadence detail
| Connector | Provider | Status | Rec/min | Latency | Freshness | Coverage |
|---|---|---|---|---|---|---|
Azure Cost Management & Billing Exports API + Cost Details (amortized) | Azure | Live | 41,800 | 38s | 22m | 99.4% |
Azure Advisor Advisor Recommendations API | Azure | Live | 260 | 12s | 41m | 98.1% |
AWS Cost & Usage Report 2.0 CUR 2.0 Parquet in S3 → Fabric shortcut | AWS | Syncing | 57,200 | 64s | 47m | 99.8% |
AWS Cost Explorer + Trusted Advisor + Compute Optimizer GetCostAndUsage, TA checks, CO recommendations | AWS | Live | 890 | 21s | 33m | 96.7% |
Google Cloud Billing export → BigQuery Detailed usage cost export + Recommender API | Google Cloud | Live | 33,400 | 44s | 28m | 99.1% |
GCP Cost Optimization Hub Optimization Hub insights | Google Cloud | Degraded | 110 | 186s | 214m | 71.2% |
OCI Cost Analysis & Usage Reports Usage Reports object storage + Budget Alerts | OCI | Live | 4,100 | 92s | 156m | 94.3% |
Kubernetes / container telemetry OpenCost + Prometheus remote write | Rogers Internal | Live | 76,500 | 9s | 2m | 92.8% |
ServiceNow CMDB & app inventory Table API (cmdb_ci_appl, change_request) | Rogers Internal | Live | 1,450 | 18s | 54m | 88.6% |
Business unit & product metadata Fabric lakehouse dimension tables | Rogers Internal | Paused | 0 | 0s | 1320m | 100% |
Live ingestion feed
Streaming cost, usage and recommendation events
- Stream paused — resume to view live events.
Connector governance
Agent365 controls applied to every ingestion path
Least-privilege identities
Every connector uses read-only federated identity — Entra ID workload identity, IAM role assumption, GCP Workload Identity Federation, OCI resource principal. No stored long-lived keys.
FOCUS normalization & dedupe
Provider recommendations from Advisor, Trusted Advisor, Compute Optimizer, Recommender and Optimization Hub are reconciled so the same saving is never counted twice.
Audit trail & lineage
Each agent read is logged to the Agent365 audit trail with connector, dataset, query and business justification for CFO and internal audit review.