Make streaming data actionable with a real-time decision layer.
Streaming platforms deliver events fast, but production decisions must be correct, consistent, and enforced immediately. Volt sits between streaming signals and application behavior, making and enforcing decisions on your data in real time.
Add the missing layer between signals and enforcement
Volt Active Data complements streaming platforms by handling the parts they intentionally avoid.
Maintain authoritative state
Maintain continuously updated operational state so decisions aren’t made on stale aggregations or delayed views.
Make decisions as events arrive
Execute decision logic in the critical path, not downstream, so enforcement happens immediately.
Enforce outcomes atomically
Enforce decisions under ACID guarantees so behavior stays correct and consistent under load.
Preserve streaming investments
Complement Kafka, Pulsar, and Flink by adding the decisioning layer your streaming architecture is missing.
The streaming enforcement gap
The problem isn’t event velocity. It’s control.
- Streaming platforms move data but are intentionally stateless and not built for transactional decisioning.
- Decisions happen downstream across multiple services
- Enforcement lags behind reality
Most architectures layer streaming, processing, and enforcement separately, so decisions depend on chained steps with different timing and failure semantics.
In Kafka-based architectures, this gap is addressed by introducing a real-time decision layer that owns the gate and commits streaming decisions atomically.
Real-time usage mediation in telecom
Operators stream millions of usage events per second from 5G networks. They need to enforce subscriber limits and apply charging rules immediately, but streaming alone can’t prevent overages. By the time windowed totals calculate and propagate, subscribers have exceeded limits. Volt maintains authoritative usage state and enforces entitlement decisions as usage occurs.
Is your streaming architecture ready for mission-critical enforcement?
Latest from Volt
Learn how real-time decisioning is implemented with Volt through technical deep dives, case studies, on-demand webinars, and expert insights.