Post-train specialized models for your task, creating an AI edge your competitors can't buy
The unified context layer for enterprise data
Stage
Established
Not given
Founded
Not given
2023
Based in
IL
US
Pricing model
Contact for pricing
Freemium
Pricing
Not given
Free plan: 10,000 credits per month. Flex plan: $125/month with 50,000 credits included, then $25 per 10,000 credits. Flex Plus: $375/month with 200,000 credits included, then $75 per 40,000 credits. Enterprise: custom credits with negotiated rates. Credits consumed based on Episode size: 1 credit p
Key features
Forward-Deployed Researchers provide end-to-end model training and optimization
Custom evaluation suite development from real tasks
Production-ready deployment with cost-quality trade-offs
Deployment flexibility including on-premises and VPC options
Data security with no retention and full traceability
Continuous model improvement from production traffic
Customer ownership of model weights and training recipes
Sub-200ms context retrieval at scale
Temporal context graphs with point-in-time queries
What makes it different
Customers own specialized models trained on proprietary data, not rented general-purpose models
Achieve frontier-level quality at lower costs through specialized training
Five years of experience with diverse post-training and optimization methods
Models ship production-ready in weeks with ongoing improvement capability
Secure deployment with no data retention and auditable access controls
Reduces token use by up to 90% compared to traditional retrieval
Temporal context graphs that track how business information changes over time
Enterprise-scale Context Lake supporting millions of graphs
AI21
Zep