Prevent Small Data Errors From Becoming Grid Oscillation
Block delayed and misaligned meter data before it skews load maps and triggers overcorrection.
No infrastructure replacement. No pipeline rewrites.
What Happens Without Edge Enforcement
Delayed, duplicated, and misaligned meter data distorts every decision from load balancing to fault isolation.
Data Quality Gaps
- 5-15% delayed or duplicated meter readings under retry
- Voltage drift misclassified as congestion events
- Balancing algorithms reacting to stale data
- Operators spending 15-30 minutes validating timestamps
The Consequence
- 5-10% overcorrection in load balancing
- Increased oscillation risk across grid segments
- MTTR extended due to unreliable telemetry
- Higher regulatory risk from data quality gaps
What Expanso Enforces
Expanso validates meter and substation telemetry at the edge, ensuring every grid decision runs on verified, time-consistent data.
Edge Enforcement
- Verified meter and substation data at the edge
- Millisecond timing consistency across all sources
- Duplicates reduced 70-80% before ingestion
The Result
- Stable load adjustments based on real conditions
- Fault isolation in minutes, not hours
- Lower alert noise across all monitoring systems
- Grid decisions on verified inputs, not assumptions
14,847 Distributed Endpoints
A major US city proved edge-first validation at the scale modern grids demand.
Before
- 4.7PB/month centralized ingestion
- 7-day retention limit
- 3-day investigation cycles
- $4.3M/month quoted
After
- 47GB metadata + 230GB flagged clips
- 5-year retention
- 4-hour investigations
- Pilot: 8 weeks, Full rollout: 5 months
"Do We Need Another Monitoring Layer?"
No. Expanso is not another monitoring layer. It sits before your centralized monitoring, validating data before ingestion - not after.
Your SCADA, ADMS, and grid analytics stay exactly where they are. Expanso ensures that the meter, substation, and DER data feeding those systems is complete, time-consistent, and free of duplicates.
Your grid stack stays intact. The signal becomes trustworthy.
Less noise in. Better decisions out.
Built For Smart Grid Operations
- Vendor-agnostic across all meter and substation types
- Deployable region-by-region across the grid
- No grid hardware changes required
- Scales across millions of meters and endpoints
Why Choose Expanso
- Trusted load data for every balancing decision
- Reduced alert fatigue across operations teams
- Lower upstream data volume reduces infrastructure costs
- Improved MTTR through reliable fault isolation
- Architecture aligned with distributed grid topology
Stop Balancing the Grid on Unverified Data
Validate first. Operate with certainty.