Data products that inform are valuable. Data products that decide are transformative.
Most data products tell you what happened. Decision Products act on what’s happening now. Volt is the missing layer between your streaming infrastructure and the decisions your business depends on.
Add the decision layer your data products are missing
Volt Active Data complements streaming platforms by handling the parts they intentionally avoid.
Ingest streams without batch delays
Connect directly to Kafka or CDC streams and process millions of events per second in real time.
Maintain state that’s always current
Store operational context in memory so decisions run on authoritative data, not stale snapshots.
Embed logic where the data lives
Execute business rules, policies, and ML inference directly in the data layer with no round-trips.
Deliver governed data products
Expose decisions via SQL, REST, or Kafka topics with defined SLOs, access controls, and audit trails.
Two kinds of data product. One missing from most architectures.
Analytical Data Products
Inform.
Surface patterns, feed models, and tell you what happened and what to do next. Most modern data infrastructure produces them well.
- Recommends a response to fraud detection
- Flags a subscriber approaching their quota
- Predicts churn risk from behavioral signals
- Scores events asynchronously for review
Decision Products
Act.
Evaluate on what’s happening now. Deterministic logic, authoritative state, ACID guarantees — in milliseconds, under load.
- Allows or blocks the transaction before it clears
- Enforces the limit at the moment of consumption
- Routes traffic based on current capacity state
- Charges correctly with a complete audit trail
The gap between the two is where revenue leaks, fraud occurs, and SLAs break.
Analytical product says…
Flags a transaction as high-risk
Detects a subscriber nearing quota
Identifies congestion in the network
Decision product does…
Blocks the transaction before it clears
Enforces the limit at consumption
Reroutes traffic before the SLA breaks
Volt is built for Decision Products.
Analytical data products tell you what to do. Decision Products make the system do it, correctly.
The data products gap
The problem isn’t data. It’s the last mile to action.
- Streaming moves data fast, but decisions still arrive late
- Analytical data products inform but don’t execute
- Stitching together 5+ systems adds latency and breaks consistency
Most architectures separate streaming, state, and logic across multiple layers, so action happens too late, on inconsistent data.
Analyst Report
Why AI Fails Without Decision Products
89% of enterprises are still running pilots. See what the other 11% built differently.
Real-time fraud scoring in financial services
Banks want to block fraud before the transaction clears, but traditional architectures can’t score and decide in the same moment. By the time the fraud system responds, the money has moved. Volt scores each transaction in under 10 milliseconds, maintains real-time account state, and enforces policy atomically.
Are your data products fast enough to act?
Latest from Volt
Learn how real-time decisioning is implemented with Volt through technical deep dives, case studies, on-demand webinars, and expert insights.