Seven products. One platform.
Everything you need to monitor, control, evaluate, orchestrate, and govern AI in production. Built on peer-reviewed research. Deployed in the most regulated industries on earth.
Products that work together
Each product solves a specific challenge. Together, they form a complete trust infrastructure for your AI systems.
What's your challenge?
Pick what sounds like you. We'll point you to the right product.
"My RAG keeps hallucinating"
Context-first data processing that preserves meaning for AI consumption
Start with Context Engine →"I need to monitor my AI"
Detect issues like hallucination, drift, and underperformance in real-time
Start with Guardian →"I need to control AI behavior"
Adjust model outputs without retraining using steering vectors
Start with Steer →"I need to evaluate AI quality"
Run rigorous, reproducible evaluations at scale with CI/CD integration
Start with Eval →"I need to deploy agents"
Build reliable multi-agent systems with built-in verification and governance
Start with Orchestrate →"I need to govern my agents"
Registry, lifecycle, policy enforcement, and observability at enterprise scale
Start with AgentOps →Every product, at a glance
Each product works standalone or as part of the integrated platform. Click through for architecture, pricing, and documentation.
Context Engine
Context-First Data Platform
Managed platform for context-first data processing. Contextual joins, adaptive pipelines, and semantic understanding for AI-ready data.
Guardian
AI Reliability Monitoring
Know when your AI systems are underperforming, deceiving, or drifting. Real-time monitoring with 96% detection accuracy.
Steer
Runtime Behavior Control
Adjust model behavior in real-time without retraining. Steering vectors let you control outputs with precision.
Eval
LLM Evaluation Platform
Rigorous, reproducible evaluation at scale. Test trajectories, responses, and model behavior without managing infrastructure.
Orchestrate
Multi-Agent Platform
Deploy reliable agent systems with built-in verification. Visual builder, audit logs, and enterprise-grade access control.
AgentOps
Agent Operations for the Enterprise
The operational backbone for AI agents. Registry, lifecycle, policy enforcement, and observability — everything you need to run agents at scale.
Accelerate
Inference Optimization
Reduce latency and cost with speculative decoding and custom kernels. 8x+ speedup potential for production workloads.
Built on research you can verify
Every product in the platform is grounded in peer-reviewed research from Rotalabs. Open methods, published results, reproducible science. Not marketing claims — engineering proof.
Rotalabs research →Open source foundation
Built on Rotalabs open source projects — rotalabs-probe, rotalabs-steer, rotalabs-eval, rotalabs-cascade. Inspect the code, verify the claims.
Enterprise hardened
Open source research, commercial-grade reliability. SOC 2 compliance, RBAC, audit trails, and SLAs built for regulated industries.
Deployed in production
Banking, insurance, healthcare, government, telecommunications. Not lab experiments — real systems in the most demanding environments.
See the platform in action
30-minute demo. We'll show you the products that matter most for your use case.