More AI work for every dollar. No hourly, weekly limits.
We run the pilot with your team, on your data. Then size your credit pool from real usage.
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How Skoot compares to Claude and ChatGPT
| Compared on | Claude or ChatGPT | Skoot |
|---|---|---|
| You pay for | Each seat | One credit pool for the team |
| Usage limits | Hourly and weekly limits | None |
| Context | Each person's own | Shared across the team |
| Setup | On you | A forward deployed analyst |
| AI throughput per dollar | 1x | ~2x |
A forward deployed analyst on your team
Their job is to solve your problem.
- Imports your team's existing context into Skoot: queries, docs, dictionaries, Claude skills
- Trains your analysts first, then your PMs
- Works through your real problems with you, hands on
- Takes your feature requests to our product team
How the pilot runs
First useful answers come within 1 to 2 days of connecting.
- Week 1Connect. Agree 2 to 3 problems to solve. Connect your warehouse and import your context.
- Week 2Analysts. Analysts review the context and correct it, so it's ready for the whole team.
- Week 3PMs. PMs and business teams start asking their own questions.
- Week 4Decide. Review the results side by side. We size your credit pool from real usage.
Common questions
What do you need from our team?
Your data team helps us connect your warehouse, once. You share the context you already have, in any form. Your analysts spend some time checking Skoot's answers.
We already built this with Claude and MCP.
Keep the work. We import your files, skills and queries as the starting context. It becomes one context for the whole team, instead of one setup per analyst.
Do we need a data dictionary first?
No. Any format works, and a small context goes far. We start with your most pressing problems.
Who maintains the context after the pilot?
Your analysts, as part of their daily work. Keeping context up to date in Skoot is easy, and every fix reaches the whole team.
Is our data secure?
Skoot uses read-only credentials and IP allowlisting, and you choose which tables it sees. Every query is in an audit trail. Run it in our managed cloud or in your own.
What happens after the pilot?
You decide with real usage in hand. If you go ahead, we keep working with your team: onboarding and training first, then regular support for training, hands-on work and brainstorming.