Deploy Complex AI, Simply and Safely
Conode provides advanced tools to monitor and stress-test AI systems, helping organizations identify and rectify failure modes, vulnerabilities, and blind spots before deployment.
From GenAI Chatbots to Autonomous Vehicle Motion Planning Systems, Conode efficiently builds a comprehensive view of your risk landscape, then grounds and accelerates your system to deployment readiness and safety compliance.
Bring your AI to market sooner.
Deploy with confidence.
Can You Really Trust
Your GenAI?
Hard to Capture All Data Together
Disjoint and heterogeneous data sources make it challenging to bring everything together for testing and training, limiting your ability to identify potential issues.
No Way to Find Unknown Unknowns
Edge cases often remain hidden, and identifying these unknown failure modes is a tedious but essential process to avoid critical blind spots.
Avoid model drift and regression:
Improvements in one area often lead to regressions elsewhere, resulting in erratic, unpredictable performance — like playing Whack-a-Mole.
How Conode facilitates safe AI deployment
Map Your Risk Space
Unify disparate data into a knowledge graph, giving you full visibility over the risk landscape and enabling confident model development to begin.
1 Understand
Uncover Failure Modes
With unprecedented visibility into model performance, quickly identify hidden failure modes across complex data and trace them back to their source.
2 Measure
Improve AI performance
Leverage insights to efficiently address weaknesses, optimise performance, and whack all your moles at once!
3 Improve
Seamless Deployment
Armed with a complete view of the risk landscape, confidently deploy your model knowing risks are minimized and performance is optimized.
4 Deploy
Leverage AI with Confidence
Conode’s solution turns fragmented and messy data into the ultimate training environment to develop AI. With the easiest way to build a knowledge graph out there have complete transparency and observibility into your models so that you can deploy with confidence.
Stronger AI
Performance:
AI models are safer and more resilient under real-world pressure.
Faster, Confident Deployment:
Automated tools speed up testing while increasing trust in outcomes.
Fewer Surprises in Production:
Early detection of weak spots means fewer failures and less firefighting post-launch.
How Conode de-risked Mission critical AI
Whack All Your Moles at Once: Addressing Hidden Safety Flaws in Autonomous Vehicles
The biggest hurdle to widespread AV adoption is the endless "whack-a-mole" cycle—fixing one issue often creates new, unforeseen problems. Perfectly coding for every scenario is nearly impossible, but Conode’s platform helps developers rapidly uncover hidden safety flaws. By leveraging simulation and re-simulation, teams can efficiently test edge cases at scale, accelerating safe AV deployment.
Transforming Healthcare with AI-Powered Medical Feature Extraction
A healthcare organization struggled to extract accurate diagnostic data from unstructured doctors' notes, facing low NLP accuracy, high costs, and data inconsistency. Using Conode, they achieved over 95% accuracy in just a few development hours, cutting costs and eliminating manual errors. This breakthrough improved reliability and scalability across the business.
