Profit Intelligence at
The Speed of Business.
50,000+ transactions per second. Sub-200ms end-to-end latency. Every fraud pattern detected, every margin shift visible, every compliance event captured — in real time, not in tomorrow's report.
End-to-End Real-Time Architecture
From event ingestion to executive dashboards — six pillars that deliver profit intelligence at enterprise scale with zero compromises on latency or accuracy.
Event Stream Processing
Apache Kafka-powered event streaming ingests transactions from SAP, Oracle, Dynamics 365, and 45+ enterprise systems — processing 50,000+ events per second with exactly-once semantics.
- Multi-source event ingestion (ERP, CRM, procurement, HR)
- Schema registry with backward/forward compatibility
- Exactly-once processing guarantees (no missed transactions)
- Automatic backpressure handling during volume spikes
Complex Event Processing (CEP)
Pattern detection engine that correlates events across multiple streams in real time — identifying multi-step fraud schemes, compliance violations, and profit anomalies as they happen.
- Sliding window aggregations (1s, 1m, 1h, 1d, custom)
- Cross-stream join and correlation (up to 12 streams)
- Temporal pattern matching (sequence, absence, threshold)
- Stateful session analysis per vendor, user, and entity
Live Executive Dashboards
WebSocket-powered dashboards that update in under 1 second. CFOs see profit erosion, fraud alerts, and compliance status the moment they happen — not in tomorrow's report.
- Real-time P&L impact visualization by entity and region
- Live fraud detection feed with severity classification
- Compliance status heatmap across all jurisdictions
- Vendor risk scores updating with every transaction
Intelligent Alert Engine
ML-powered alert prioritization that eliminates noise. Only 6% of alerts are false positives — every notification demands attention and comes with a recommended action.
- Multi-channel delivery (email, Slack, Teams, PagerDuty, SMS)
- Severity-based routing with escalation workflows
- Alert deduplication and correlation (10 alerts → 1 incident)
- Context-enriched notifications with investigation shortcuts
Predictive Streaming Analytics
ML models scoring transactions in-stream — predicting fraud probability, compliance risk, and profit impact before the transaction even completes.
- In-stream ML inference at 50K+ predictions/second
- Feature computation from streaming and historical data
- Model hot-swapping without stream interruption
- Ensemble scoring across multiple model versions
Time-Series Data Platform
Purpose-built time-series storage that keeps 3 years of transaction data online and queryable in under 500ms. Historical context powers real-time decisions.
- Columnar storage optimized for analytical queries
- Automatic data tiering (hot → warm → cold → archive)
- Pre-computed rollups (minute, hour, day, month)
- Point-in-time snapshot queries for audit and compliance
Real-Time Impact Across the Enterprise
When analytics happen in real time, decisions happen in real time. Here's how streaming intelligence transforms enterprise operations.
Real-Time Fraud Prevention
Every transaction scored for fraud risk in <200ms. High-risk transactions are blocked or routed for review before they post — not discovered weeks later in an audit.
$28M+ in fraud prevented annually
Live Margin Monitoring
Gross margin by product, customer, and region updated with every sale. CFOs see margin compression the moment it starts — not at quarter-end when it's too late.
Margin visibility from quarterly to real-time
Compliance Event Streaming
Compliance-relevant events (threshold breaches, policy violations, regulatory triggers) generate alerts within seconds. Audit trails are written in real time.
85% faster compliance response time
Procurement Intelligence
PO approvals, goods receipts, and invoice postings correlated in real time. Three-way match exceptions surface instantly instead of in monthly reconciliation.
92% straight-through processing rate
Batch Processing vs. ProfitGuard Streaming
| Dimension | Batch / ETL | ProfitGuard Streaming |
|---|---|---|
| Data freshness | Hours to days old | Sub-second (real-time) |
| Fraud detection speed | Next-day discovery | Blocked before posting |
| Dashboard updates | Scheduled refresh | Live WebSocket push |
| Compliance alerts | End-of-day reports | Instant event-driven alerts |
| Throughput at peak | Limited by batch window | 50K+ events/second continuous |
| Recovery from failure | Full batch re-run | Checkpoint resume (zero data loss) |
| New source integration | ETL pipeline development | Connector config + schema registry |
| Cost model | Fixed batch compute | Auto-scaling (pay for actual load) |
Stop Waiting for Reports. Start Acting in Real Time.
Every hour of delay in detecting fraud or margin erosion costs your enterprise money. ProfitGuard gives you sub-second visibility — and the intelligence to act immediately.
14-day free trial • 50K+ TPS • Sub-200ms latency • 99.99% uptime SLA