Paper Instruments

Trust & data

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

Data sources

Synthetic / generatedExpert or contractor-created

Source:paperinstruments.com

Quotes

• Synthetic / generated: We built a synthetic data-generation pipeline that transformed production traffic into constrained, evaluable queries, then developed generalizable rubrics for grading non-verifiable tasks.
• Expert or contractor-created: We directed knowledge-work professionals to refine those rubrics around real-world priorities.

Stated confidentiality practices

No public customer-data confidentiality or IP-protection practices stated.

Sources:paperinstruments.com (1)paperinstruments.com/paper-python

Not publicly listed

SOC 2, Trust center, Other certifications, Deployment, Exclusivity

What they sell

Offerings

Evals and benchmarksTraining dataRL infrastructure

Sources:paperinstruments.com/blog/diligence-benchpaperinstruments.com/blog/kos-1-experimentalpaperinstruments.com (3)

Domains

FinanceLegalMedicalEnterprise workflows

Sources:paperinstruments.com/blog/diligence-benchpaperinstruments.com/featherpaperinstruments.com/blog/kos-1

Delivery formats

DatasetsAPI

Sources:paperinstruments.com/blog/diligence-benchpaperinstruments.com/paper-python

Public samples & benchmarks

• DiligenceBench
• DRACO
• Kos-1 Lite

Sources:paperinstruments.com/blog/diligence-benchpaperinstruments.com/blog/tldc-perplexity-dracopaperinstruments.com/blog/kos-1

Named customers

Perplexity

Source:paperinstruments.com