Total Visibility Across Every Cell Site
Catch hidden telemetry failures before they skew dashboards or trigger unnecessary alarms
No fragile agents. No custom scripts. No constant recalibration.
The Hidden Cost of Distributed Cell Sites
Small Gaps Multiply Fast
- A 1-3% data loss rate can distort tens of thousands of metrics
- Drifted counters silently corrupt performance reports
- Incomplete data triggers false alarms or hides real issues
- Customers feel degradation before your NOC sees it
At Scale, This Turns Into
- Hundreds of false alarms per week
- Hours added to MTTR due to unreliable data
- Senior engineers pulled into preventable escalations
- SLA penalties and churn risk
- Roadmaps delayed while teams chase bad telemetry
A "small" 1% integrity gap across 5,000 sites is not small. It becomes a systemic operational cost.
Make Silent Failures Impossible With Expanso
Edge Validation
- Partial or delayed data detected instantly
- Schema and timing consistency enforced automatically
- Duplicate and retry traffic suppressed
- Subscriber and execution context preserved
- Only verified telemetry flows upstream
The Impact
- False alarms drop dramatically
- Clean dashboards reflect real network conditions
- MTTR improves because the data is reliable
- Engineers focus on real incidents, not phantom ones
- Distributed scale without distributed chaos
3,847-Site O-RAN Rollout
A European telecom operator was pushing 2.1GB/hour per cell site - 8TB/hour total - into Splunk, with Near-RT RIC decisions running on 2.3-second-old data.
Before Expanso
- 3,847 cell sites, 2.1GB/hour per site
- 8TB/hour total ingestion
- RIC telemetry latency: 2.3 seconds
- Splunk cost: $847K/month
- Backhaul saturation at peak
After Expanso
- Telemetry reduced from 2.1GB to 450MB/hour
- RIC latency improved to 89ms
- Splunk cost reduced to $449K/month
- Backhaul utilization down 31%
- 12-site pilot in 3 weeks, full rollout in 14 weeks
"Isn't This What Our NMS or RIC Already Does?"
None of your current systems enforce telemetry integrity at the edge - not your NMS that only visualizes KPIs, not your RIC that reacts to whatever data it receives, not your SIEM or observability stack that simply ingests and stores it.
None of them verify that the signal is complete, time-consistent, and clean before it moves upstream.
Expanso validates counters, events, and logs before aggregation, detecting drift, duplication, and ingestion lag in real time.
Your tools stay exactly where they are. The difference is, now they run on trustworthy telemetry.
Built for Large-Scale Cell Site Monitoring
- Enforces telemetry integrity across thousands of sites
- Works across multi-vendor RAN environments
- No pipeline rewrites or fragile agents
- Deploys incrementally without network disruption
Why Telecom Teams Deploy Expanso
- Edge-first validation aligned with distributed architectures
- Trusted data before aggregation
- Fewer escalations caused by telemetry noise
- Lower backhaul and observability costs
- Proven at multi-thousand site scale
Stop Letting Bad Telemetry Distort Your KPIs
Make every cell site feed complete, consistent, and on time.