Two independently verified world records

World-record agents

Agents that are
right, not just fluent.

We build agents that finish the job correctly—on dense financial documents, on live infrastructure, and on the task your team cares about most.

Agent catalog

Proven on public leaderboards.

Every result below was evaluated independently on AgentBeats and is linked to an immutable record.

01 · Finance

OfficeQA Financial Research Agent

Retrieves evidence across 89,000+ pages of scanned U.S. Treasury Bulletins, reads nested financial tables, and completes multi-step calculations.

100% · 246/246

OfficeQA accuracy · next best 46%

02 · Infrastructure

NetArena MALT Policy Agent

Repairs Kubernetes network policies in a live microservices environment—deterministically, without introducing new connectivity failures.

#1 · 100% / 100%

Correctness / safety · 2,500 queries · 56 ms

03 · Your task

Custom Benchmark-Leading Agent

Bring a workflow where “almost right” is wrong. We define the evaluation, build the agent, and improve it until it earns promotion.

27% → 100%

Our OfficeQA agent's verified climb

Commission an agent

The same loop behind
both world records.

A candidate agent is promoted only when it beats the current one by more than the measured noise floor and regresses on no held-out scenario. Every keep-or-revert decision is logged, so you can audit exactly why the agent you deploy is the one you deploy.

1. Define “correct”

We turn your task into a scored evaluation set with verified answers and the failure modes that matter.

Scoping

2. Baseline

Measure frontier models and your current process on the same set, so gains are real, not anecdotal.

Evidence

3. Improve

Self-improving loop with a hard selection gate: only net-positive changes are promoted.

Build

4. Deploy

API, private cloud, or on-prem—with the evaluation harness handed over for ongoing regression checks.

Production

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