Olam Labs

Trust & data

How the vendor protects buyer material, where its data comes from, and where it can run.

Deployment

Vendor-hosted

Sources:olamlabs.ai/privacyolamlabs.ai/contactolamlabs.ai/research/multi-agent-arena· Oct 9, 2026

Quote

• Vendor-hosted: our hosting and game-runtime infrastructure

Data sources

Not confirmed

Sources checked:olamlabs.ai· Oct 9, 2026

Stated confidentiality practices

Olam Labs says its pre-deployment evaluations run through anonymized arena models, with transcript and data anonymity. Its public arena shows only anonymized player names, and its privacy policy says research datasets and reports are anonymized or aggregated.

Sources:olamlabs.ai/contactolamlabs.ai/multi-agent-arenaolamlabs.ai/privacy· Oct 9, 2026

Quote

Pre-deployment evaluations for safety and capability through anonymized arena models and internal evals.

Not publicly listed

SOC 2, Trust center, Other certifications, Exclusivity

What they sell

Offerings

RL environmentsTraining dataEvals and benchmarksSimulation

Sources:olamlabs.ai/contactolamlabs.ai (2)· Oct 9, 2026

Domains

CodingComputer useEnterprise workflowsFinanceGamesSecurityMulti-domain

Sources:olamlabs.ai/contactolamlabs.ai/researcholamlabs.ai/multi-agent-arena· Oct 9, 2026

Delivery formats

DatasetsManaged service

Source:olamlabs.ai· Oct 9, 2026

Public samples & benchmarks

• Multi-Agent Arena
• Overall Arena Rating
• Tokenshire

Sources:olamlabs.ai/arenaolamlabs.ai/evaluationsolamlabs.ai/research/tokenshire· Oct 9, 2026

Not publicly listed

Named customers