arXiv
Sep 2026
Era by Eon: Benchmarking Enterprise Agents on Hidden Knowledge
Questions whose answers rest on facts no record states outright, so the agent has to infer them from the rest of the company's data.
Research
The papers on how Era generates a company and how agents are measured against it.
arXiv
Sep 2026
Generating a Consistent Enterprise: Synthesis and Reference-Free Evaluation of Multi-System Business Data
How one company is synthesized across many systems so the records agree with each other, and how that consistency is measured without a reference corpus.
arXiv
Sep 2026
The Era by Eon Benchmark: A Generated Enterprise Estate with Exact Ground Truth for Benchmarking LLM Agents
A benchmark whose every answer is known exactly, because the estate the agent works in was generated rather than collected.