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AI for data analysis

AI for data analysis that questions the conclusion.

Upload reports and tables you choose, ask for interpretations and caveats, and use a second model to challenge charts that look too clean. Full workspace access requires a Pro or Lifetime plan.

See plansExplore capabilities

Pro from $14.99/month · Lifetime $149.99 one-time

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  • 1File context
  • 2Caveat-first analysis
  • 3Multi-model critique
Workspace preview
Help me structure this task and call out risks.
Claude 5 Sonnet

Here is a practical structure:

  1. 01Clear next steps
  2. 02Risks called out
  3. 03Branch for an alternate approach

Ask anything

SearchLow

Analysis work

Pretty charts can still be wrong.

Analysis is about claims, uncertainty, and decisions—not only summaries.

  1. 01

    Summary without caveats

    Missing bias and limits.

  2. 02

    Single narrative

    No alternate interpretation.

  3. 03

    Disconnected files

    CSV/PDF in one place, chat in another.

Analysis toolkit

Interpret and challenge.

Support for analytical judgment.

Report attachments

PDFs and exports you choose.

Your data products.

Multi-model critique

Interpretation vs skeptic pass.

Stronger claims.

Alt analyses

Fork competing stories from the same table.

Compare.

Quantitative care

Raise depth for statistical reasoning.

When needed.

Math modes

Strict Math for explicit calculations.

Show steps.

Ultra Mode

Multi-agent review of a recommendation.

On Pro.

Analysis loop

Describe, claim, stress-test.

Keep uncertainty visible.

  1. 01

    Attach the artifact

    Table, dashboard export, or report.

  2. 02

    Ask for claims and caveats

    What can and cannot be concluded.

  3. 03

    Challenge

    Second model or Ultra Mode on the recommendation.

Analysis scenarios

When conclusions need caveats.

Dashboard read

What decisions does this support?

Files → Reasoning

Outcome

Decision notes + caveats.

A/B results

Are these results decision-ready?

Branch alt reads → Second model

Outcome

Risk of false certainty.

Exec summary

One page with uncertainties.

Writing model → Ultra Mode

Outcome

Honest brief.

FAQ

Data analysis questions

Is this a full BI or notebook tool?

No. It is a multi-model chat workspace for interpreting analysis artifacts you bring, not a replacement for SQL notebooks or BI platforms.

Can it run code on my database?

No automatic database access. Paste results or attach exports you choose.

Will it always get statistics right?

No. Verify critical quantitative claims, especially for high-stakes decisions.

How much does milkyway.chat cost?

Pro is $14.99 per month and includes all premium models plus voice chat. Lifetime is $149.99 as a one-time payment and lets you bring your own API keys. Visit the pricing page for current plan details.

Can I try the workspace before subscribing?

Yes. You can explore the interactive math visualization example without a subscription. After signing in, you can browse the workspace interface, but sending messages requires an active Pro or Lifetime plan.

Ready to get started

Interpret data with caveats and a second opinion.

Pick Pro or Lifetime on the pricing page, then start with the model and tools your task needs.

Get startedView live demo