Scope a project

AI data services

Training data, authorized datasets, agent environments and independent evaluations for model developers, AI product teams and data suppliers.

Training-data production

Your team needs examples or human judgments that a general-purpose dataset does not provide.

Versioned records, task instructions, metadata and a quality report.

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Proprietary-data licensing

Your model or evaluation needs real context that you cannot use without clear source authority and permission.

A scoped dataset, source and rights manifest, transformation log and exclusions.

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Agent environments

Your team needs repeatable tasks and tool interactions for agent training or evaluation.

A bounded sandbox, reference trajectories, tests and integration documentation.

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Model evaluations

Your team needs to understand where a model or workflow fails before making a release or investment decision.

A held-out test pack, expert rubric, failure analysis and reproducible report.

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Discuss your requirements

Share the model capability, data requirement or workflow you want to address. We can discuss an individual service or a project combining several deliverables.

Discuss a project