Built for speed, scale
and success in delivery
Prophesee is the only ML platform designed from the ground up for rapid deployment, real-world governance, and business user empowerment. Deploy production models in weeks with enterprise-grade controls.
Platform capabilities
Everything you need to accelerate ML deployment across your enterprise
ML Accelerator Engine
Deploy 80% faster with pre-built templates, automated feature engineering, and intelligent model selection.
- Auto-scaling infrastructure
- One-click deployment
- Pre-configured pipelines
- Template library (10+ models)
Management by Exception
Smart alerts escalate only what matters. Focus on exceptions, not noise.
- Intelligent threshold detection
- Automated escalation workflows
- Customizable alert rules
- Multi-channel notifications
Rules Engine
Business logic in plain language. No coding required for complex decision trees.
- Visual rule builder
- Natural language conditions
- Version control & rollback
- A/B testing built-in
What-If Scenarios
Simulate outcomes before committing. Test strategies with real data, zero risk.
- Interactive scenario modeling
- Multi-variable simulation
- Comparative analysis
- Export & share insights
Actionable Insights
Context-aware recommendations that tell you what to do, not just what happened.
- Natural language explanations
- Recommended actions
- Impact quantification
- Automated reporting
PBAC & Access Control
Policy-based access control with fine-grained permissions. Enterprise security built-in.
- Role-based permissions
- Attribute-based policies
- Audit trail (immutable)
- SOC 2 / GDPR compliant
Complete Audit Trail
Every decision, every change, every prediction—fully traceable and immutable.
- Version history tracking
- Change attribution
- Model lineage graphs
- Regulatory compliance ready
Offline Mode
Deploy models that work anywhere. Edge computing with sync-when-connected.
- Local inference engine
- Automatic sync on reconnect
- Conflict resolution
- Lightweight footprint
Time-Travel Data
Analyze how data evolved. Snapshots at every change for complete historical context.
- Point-in-time recovery
- Trend analysis over time
- Anomaly detection
- Data drift monitoring
Rules Engine
Business logic without code. Build complex decision trees in minutes, not months.
Write rules in plain English
The Prophesee Rules Engine lets business users create sophisticated logic without touching code. Define conditions, actions, and escalations using natural language that mirrors how you think about your business.
Example Rule
Key Capabilities
- Visual rule builder with drag-and-drop
- 200+ pre-built condition templates
- Version control with rollback
- A/B testing for rule optimization
- Conflict detection between rules
- Performance impact analysis
Management by Exception
Stop drowning in dashboards. Get notified only when action is needed.
Smart alerts that understand context
Traditional dashboards force you to constantly monitor metrics. Prophesee flips this model—intelligent alerts detect anomalies, predict issues before they occur, and escalate only what requires human attention.
Alert Intelligence
- Baseline learning (auto-adjusts thresholds)
- Anomaly detection using ML
- Predictive alerts (issues before they happen)
- Alert fatigue prevention
- Smart grouping & deduplication
Escalation Workflows
- Multi-tier escalation paths
- Time-based auto-escalation
- On-call rotation integration
- SLA tracking & enforcement
Example Alert Flow
Revenue Forecast Deviation
Detected: Q4 revenue tracking 18% below forecast
Impact: $2.4M shortfall if trend continues
Root cause: Enterprise deals slipping (avg +22 days)
Recommendation: Review top 5 deals with sales leadership
Data Quality Issue
Detected: 340 records with missing required fields
Impact: Forecast accuracy degraded to 76%
Source: Salesforce sync (last 48h)
Action: Auto-escalated to Data Operations
What-If Scenario Planning
Test strategies before committing. Model outcomes with real data.
Make better decisions with scenario modeling
Explore alternative futures by adjusting variables and seeing predicted outcomes. Prophesee's scenario engine uses your historical data and ML models to forecast results across multiple dimensions.
Common Use Cases
- "What if we increase sales headcount by 20%?"
- "How does pricing change affect margin and volume?"
- "What's our cash position if deals slip 30 days?"
- "Impact of hiring freeze on project timelines?"
Key Features
- Multi-variable simulation (adjust 20+ parameters)
- Monte Carlo analysis for uncertainty
- Sensitivity analysis (which variables matter most)
- Comparative scenario views
- Export to presentations/reports
- Collaboration & sharing
Enterprise Security & Governance
Policy-based access control with audit trails that satisfy the strictest compliance requirements
PBAC: Beyond simple roles
Policy-Based Access Control (PBAC) goes far beyond traditional role-based permissions. Define granular access policies based on attributes, context, and business logic.
Access Control Dimensions
- Role-based: Sales Manager, Finance Analyst, Data Scientist
- Attribute-based: Department, Location, Clearance Level
- Resource-based: Model ownership, data domain access
- Context-aware: Time of day, IP range, device type
- Dynamic: Temporary elevated access with expiration
Compliance & Audit
- Immutable audit logs (tamper-proof)
- Complete lineage tracking
- Change attribution (who, what, when, why)
- SOC 2 Type II certified
- GDPR & CCPA compliant
- Regulatory reporting templates
Example Access Policy
Audit Trail Example
| Action | Model deployment (v2.3) |
| User | sarah.chen@company.com |
| Timestamp | 2025-11-15 14:23:17 UTC |
| IP Address | 203.45.67.89 (London office) |
| Approval Chain | Manager → VP → Security Review |
| Impact | Affects 4,200 users |
Platform Architecture
Built for scale, designed for reliability, optimized for speed
System Layers
Presentation Layer
Web UI · Mobile apps · API Gateway
Application Layer
Rules Engine · Scenario Builder · Alert Manager
ML/AI Layer
Model Training · Inference Engine · Feature Store
Data Layer
Time-series DB · Vector Store · Data Lake
Technical Specifications
| Deployment | Cloud, On-premise, Hybrid |
| Cloud Platforms | AWS, Azure, GCP |
| Scalability | Auto-scaling (10-10,000 users) |
| Availability | 99.9% SLA (Enterprise) |
| Data Residency | EU, US, APAC regions |
| API Rate Limits | 10,000 req/min (burst 50K) |
| Model Latency | < 100ms (p95) |
| Data Retention | Configurable (7 years default) |
| Backup Frequency | Real-time replication |
| Disaster Recovery | RTO: 4h, RPO: 15min |
Integrations
- Data warehouses (Snowflake, BigQuery, Redshift)
- CRMs (Salesforce, HubSpot, Dynamics)
- ERPs (SAP, Oracle, NetSuite)
- BI tools (Tableau, Power BI, Looker)
Ready to see Prophesee in action?
Schedule a technical deep-dive with our solutions architects
Book a demo45-minute session · Live environment · Your data (optional)