Predictive modeling software built for speed & intelligence
The insurance modeling platform that amplifies your analytical impact. Build, test, and deploy models faster while AI automatically discovers the insights that matter most.
Overview
Build models in seconds, not hours.
A purpose-built engine fits complex models instantly. Distributed processing scales effortlessly with your data.
Deeper insights with generative AI.
Ask questions about your models, generate insights instantly, and let AI agents run experiments while you focus on strategy.
Test the new aerial imagery variables across all of my peril models
I'll test the aerial imagery variables across your 12 peril models.
Evaluating model performance for hail frequency
Complete modeling workflow.
Your entire modeling lifecycle in one platform. Harness the power of automation without sacrificing manual control — everything versioned and auditable.
Model v1.3 successfully deployed to production
Why Prediction Lab?
choose Prediction Lab
Prediction Lab enables the fastest time-to-insight, empowering you to make data-driven decisions with confidence.
- Built for power users
- Advanced workflows that don't slow you down. Real-time collaboration with stakeholders who need answers now.
- Designed for insurance professionals
- Purpose-designed for insurance workflows, regulatory requirements, and real business realities.
- AI that actually understands
- Context-aware assistance that knows your specific models and data. Full transparency, complete control.
- Enterprise-grade from day one
- Version control, comprehensive audit trails, and seamless stakeholder collaboration — all built in, not bolted on.
Big data? No problem.
Our modeling engine is built from the ground up to handle extremely large datasets at unprecedented speed — so you can fit a multi-million record model in seconds and decide faster.
Features
Prediction Lab in action.
Filters
Train
Test
Partitions
Policy Year
Geographical Region
Random Folds
Features
Driver Age
Complete modeling flexibility.
Build models step-by-step with full control, or let our machine-learning automation find optimal structures for you.
Who are the policyholders in the top risk quantile?
The elevated risk in quantile 5 is primarily driven by drivers aged < 25 with at least 1 prior accident. These customers show 45% elevated risk.
Instant insights.
Ask your model anything. Get explanations, identify drivers, and spot opportunities — or have it run experiments on new data sources for you.
Data integration made simple.
Connect directly to your data warehouse or cloud storage. Enrich performance with curated external datasets from our expanding marketplace.
Data Sources
Google BigQuery
Snowflake
Amazon S3
PostgreSQL
Microsoft Azure
Google Sheets
Data Providers
US Census Bureau
NOAA
Smart data preparation.
Clean and transform data with AI suggestions and automated quality checks.
Processing claim history...
5 unique values
25% missing values
90% correlation with target
AI-enhanced reporting.
Create compelling presentations without leaving the platform. AI helps stakeholders understand and explore your models.
| Presentation | Created | Shared |
|---|---|---|
| Pricing Model (2025) | 2 hours ago | JD SM AL +2 |
| Underwriting Model (2025) | 1 day ago | MK RL |
| Claims Model (2025) | 3 days ago | TC NP DS +4 |
| Retention Model | 1 week ago | KW |
| Lifetime Value Model | 2 weeks ago | BP EH |
Streamlined model review.
Purpose-built review workflows for modeling teams. Complete model context, validation outputs, and business impact analysis in one collaborative interface — no more fragmented feedback.
Auto Pricing Model Review
John opened a model review 51 minutes ago
Enterprise ready
Built for enterprise insurance.
From data ingestion and preprocessing to model training and deployment, Prediction Lab offers a comprehensive suite for insurance companies to build and deploy predictive models at scale.
- Security and compliance
- Data isolation and privacy by design. Enterprise-grade security with full audit trails and access management.
- Unlimited scale
- Distributed architecture handles billions of records. No data size limits or performance degradation.
- Seamless integration
- Import from any data source. Host deployments with API endpoints for seamless integration.
- White-glove support
- Dedicated customer success. Implementation assistance. Ongoing training and optimization.
Enterprise pricing designed for your needs.
We work with each client to create pricing that scales with your usage and delivers a clear return on investment. Most implementations pay for themselves within the first model cycle.
Ready to transform your modeling process?
See how leading insurers are building better models faster with AI-powered workflows designed specifically for insurance professionals.