R&D in Reliability
causaLens is investing into furthering the reliability of our Digital Workers. Learn more about what we're working on below.
causaLens Digital Workers Deliver Up to 3× Higher Reliability Than OpenAI Agents
We benchmarked causaLens Digital Workers against OpenAI’s Agent SDK on real-world, complex knowledge tasks and found up to 3× higher reliability. By coordinating multiple specialized AI roles end-to-end, Digital Workers deliver more consistent performance and remain robust even under adversarial conditions - demonstrating that multi-agent architectures are the most reliable solution for the enterprise.
20× More Reliable in Advanced Causal Reasoning Workflows vs OpenAI
In benchmarks on causality-heavy tasks such as root-cause analysis and causal effect estimation, causaLens Digital Workers delivered up to 20× performance gains and 3× faster execution time than OpenAI’s agents.
Causal Reasoning of LLMs
Dr. Steven Kleinegesse, our Director of Research, discusses our work on the causally trained LLM CLAIRE (Causal Logic in AI Reasoning Models), world models, and determinism, and how these advances led to 10–100% gains on core reasoning benchmarks.
Interview with Guido Imbens: Nobel Prize Laurette
In this wide-ranging conversation, Nobel Prize-winning economist Guido Imbens reflects on the future of data science, AI agents, and causal reasoning. From the challenges of applying causality in real-world workflows to the role of human judgment in increasingly automated systems, Guido shares timely perspectives on how to make data science more rigorous, trustworthy, and impactful.
Professor Imbens is a Nobel Laurette Winner for Economic Sciences
Research topics in which he is interested include: causality, program evaluation, identification, Bayesian methods, semi-parametric methods, instrumental variables.
Co-Authored "Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction"
Causal-Enabled Digital Workers
Ready to generate insights 10x faster, ground them in causal reasoning, and automate your analytics workflows?