Governed AI assistance

Use AI with credits, usage records and human accountability.

The AI Research Lab supports methodology planning, aggregate data-quality review, statistical explanation, result interpretation, code review and protocol review without exposing provider keys to the browser.

Available · configuration required

Core capabilities

Designed as part of the platform—not as an isolated feature.

Research-specific tools

Use focused workflows instead of a generic chat box, with prompts and outputs tied to a defined research task.

Metered credits

Track provider-reported input and output usage, reserved credits, final charges and user-level balances.

Privacy controls

Aggregate-only CSV review avoids transmitting raw rows; administrators configure model, retention and usage policies.

Administrative economics

Review usage by user and tool, configured provider cost, internal credit charges and margin assumptions.

How it works

A controlled workflow from setup to review.

  1. 01

    Administrator configures an approved model and current rates.

  2. 02

    User selects a research task and submits a bounded request.

  3. 03

    Credits are reserved before the provider call.

  4. 04

    Usage is settled from the completed response.

  5. 05

    User reviews and applies the output under human responsibility.

Frequently asked questions

Clear answers before activation.

Does Amexwrite send complete datasets to AI providers?

The aggregate CSV data-quality tool is designed to send summaries rather than raw rows. Other tools should be used only with data permitted by the project and institution policy.

Are AI outputs final research conclusions?

No. AI outputs are assistance that requires competent human review, source verification and accountability.

Next step

Add governed AI to your workflow.

Create an account, receive included credits or purchase additional credit packs.

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