What is Prysmic?
Prysmic unveils the hidden relationships in your data that traditional analytics miss. By automatically discovering causal connections between variables, Prysmic transforms complex datasets into intuitive, actionable knowledge graphs.
Unlike black-box AI that simply predicts outcomes, Prysmic reveals why things happen, enabling true understanding of your business dynamics. Our proprietary Bayesian learning algorithms identify the underlying structure of your data, helping you make decisions with unprecedented confidence and clarity.
Whether you're looking to optimize supply chains, personalize customer experiences, or identify risk factors, Prysmic illuminates the paths of influence in your data that matter most to your business outcomes.
How It Works
Connect Your Data
Securely integrate with your existing data sources through our API or direct connectors. Prysmic works with structured and semi-structured data from multiple sources.
Discover Causal Structure
Our advanced Bayesian algorithms identify the true causal relationships between variables, revealing the hidden structure in your data beyond simple correlations.
Explore & Act
Visualize relationships and receive actionable recommendations through our intuitive interface designed for both technical and business users.
The Science Behind Prysmic
Prysmic leverages state-of-the-art structure learning algorithms to discover networks from your data. These probabilistic models represent causal relationships as directed acyclic graphs, providing a mathematically rigorous foundation for understanding complex systems.
Our proprietary approach combines score-based and constraint-based methods with domain knowledge integration, enabling accurate discovery even with limited data while respecting known causal constraints specific to your industry.
Turn Insights Into Value
Discovering relationships in your data is just the beginning. Prysmic empowers your organization to transform these insights into tangible business outcomes.
Our platform enables you to:
Simulate scenarios
with unprecedented accuracy by modeling the true causal structure of your business
Identify key drivers
that have the greatest influence on your critical metrics
Detect anomalies
that violate the expected causal relationships in your data
Understand impact pathways
to see how changes in one area will affect other parts of your business
By turning complex dependencies into clear visualizations and actionable recommendations, Prysmic bridges the gap between data science and business strategy, ensuring your investments in analytics deliver measurable returns.
Key Benefits
Competitive Edge
Gain insights your competitors miss by moving beyond correlation to true causation. While others react to surface-level trends, you'll understand and leverage the fundamental drivers of your business.
Risk Reduction
Anticipate cascading effects before making changes to your systems. Prysmic helps you identify potential unintended consequences and mitigate risks before they materialize.
Operational Efficiency
Focus resources on variables that actually drive outcomes. By distinguishing between correlation and causation, Prysmic eliminates wasted effort on metrics that don't truly impact your goals.
Explainable AI
Build stakeholder trust with transparent, interpretable models. Prysmic's causal frameworks provide clear explanations for predictions and recommendations that anyone can understand.
Use Cases
Healthcare
Discover complex relationships between treatments, outcomes, and patient factors to optimize care protocols.
Applications
- Identify true risk factors for specific conditions beyond basic correlations
- Optimize treatment protocols based on causal pathways
- Uncover hidden relationships between medications, treatments, and outcomes
- Predict patient readmission risks with causal understanding
Finance
Understand true causal drivers of market movements, portfolio performance, and risk factors.
Applications
- Identify actual causal relationships between economic indicators and market performance
- Model complex dependencies between different asset classes
- Discover hidden risk factors that traditional models miss
- Optimize investment strategies based on true causal drivers
Supply Chain
Map the complex web of dependencies in your logistics network to optimize operations and mitigate risks.
Applications
- Understand cascading effects of delays and disruptions across the supply chain
- Identify critical chokepoints and single points of failure
- Optimize inventory levels based on causal demand drivers
- Predict and mitigate potential disruptions before they occur
Beyond Traditional Analytics
See how Prysmic transforms your analytical capabilities compared to traditional methods
| Capability | Traditional Analytics | Prysmic |
|---|---|---|
| Identifies Relationships | Correlations only | True causal relationships |
| Model Interpretability | Often black-box | Fully transparent and explainable |
| Impact Analysis | No | Yes, with precise impact prediction |
| Counterfactual Analysis | Limited or impossible | Robust "what-if" scenario modeling |
| Decision Support | Predictions only | Actionable recommendations with rationale |
Built for Integration
Designed to Fit Into Your Existing Stack
Prysmic is being designed to complement your existing data infrastructure, not replace it. Our flexible architecture will allow for integration with your current systems and workflows.
Whether you're using cloud data warehouses, on-premise databases, or a hybrid approach, Prysmic will be able to connect to your data sources and export insights to your preferred business intelligence tools.
Our planned API-first approach will enable you to embed Prysmic's capabilities directly into your applications, dashboards, and decision support systems.
Planned Compatibility
Data Sources
- SQL databases
- Cloud data warehouses
- CSV/JSON files
- REST APIs
- Streaming data
Analytics Tools
- Tableau
- Power BI
- Looker
- Custom dashboards
- Jupyter notebooks
Cloud Platforms
- AWS
- Microsoft Azure
- Google Cloud
- Private cloud
Deployment
- SaaS
- On-premise
- Hybrid
- Air-gapped
Ready to transform your data into actionable insights?
Get started with Prysmic today and discover the true causal structure of your business.
Request Demo