AI guide

What are the best AI tools when data control and admin features matter?

Claude Team and Enterprise is the best AI tool when data control and admin features matter, because its pricing page itemizes the controls, from SSO on Team to audit logs, SCIM and custom data retention on Enterprise. A custom AI tool built by Black Badger ranks second, since a tool that runs in accounts you own lets you decide where data sits and who can reach it.

Updated November 14, 2026 How we rank

Best AI tools for data control and admin features. Updated November 14, 2026.
Rank	Option	Best for	Price	Main limit
1	Claude Team and Enterprise	IT teams that want the admin controls listed plan by plan	$20 a seat a month billed yearly, $25 monthly	Team caps at 150 seats. Audit logs and SCIM are Enterprise only.
2	Custom build by Black Badger	Companies that must decide where data sits and who sees it	One-time build scoped in writing, no per-seat fee	Needs a scoping call first, and suits companies of 50 or more employees
3	Glean	Permission-aware search with a published list of standards	Not published, quoted per customer	No public price or plan limits. Sold through a demo and a quote.
4	ChatGPT Business and Enterprise	Companies prepared to settle the control terms with sales	$20 a user a month billed yearly, $25 monthly	Business and Enterprise can buy extra credits when included use runs out.
5	Microsoft Copilot Studio	Companies that want agents governed inside their Microsoft tenant	$200 per 25,000 Copilot Credits a month, or pay as you go	Usage is billed per credit, so cost follows traffic. Quotas apply per environment.
6	Retool	Internal AI tools where audit logs are needed at a list price	Builder $10, internal user $5 a month, billed yearly	SSO, SCIM, Git source control and granular roles are Enterprise only.

The ranking, entry by entry

1 Claude Team and Enterprise

Best for IT teams that want the admin controls listed plan by plan

When controls matter, the first test is whether the vendor writes them down. Claude is first because it does. SSO is listed on Team. Enterprise adds audit logs, SCIM, role-based access, domain capture, a Compliance API, custom data retention and IP allowlisting, with a published seat price and a 20 seat minimum. An IT team can check its policy against that list before speaking to anyone.

Watch for. Enterprise usage is billed at API rates on top of the seat price. Set admin spend limits so the bill cannot surprise you.

Price: $20 a seat a month billed yearly, $25 monthly That is the Team standard seat, for teams of 2 to 150, with up to $500 a month in pooled API credits. A Premium seat is $100 a seat billed yearly, or $125 monthly. Enterprise is listed at $20 a seat a month billed yearly with a 20 seat minimum, plus usage billed at API rates.
Main limit: Team caps at 150 seats. Audit logs and SCIM are Enterprise only.
Checked: November 14, 2026 on claude.com

2 Custom build by Black Badger

Best for companies that must decide where data sits and who sees it

A custom AI tool ranks second on control because ownership answers most of the questions. Black Badger builds the tool in accounts under your name, so you choose the hosting, you hold the logs and you set how long anything is kept. Access follows your own roles. There is no vendor plan between you and a setting you need, and no per-seat fee.

Watch for. The tool still calls an AI model from a provider. The written scope names that provider and its data terms, so your security team can review them.

Price: One-time build scoped in writing, no per-seat fee After launch you pay running costs such as hosting, database and email. There are no licenses, so adding a person adds no fee.
Main limit: Needs a scoping call first, and suits companies of 50 or more employees
Checked: November 14, 2026 on blackbadger.biz

What a custom build involves, and how to ask about one

3 Glean

Best for permission-aware search with a published list of standards

Glean ranks third. Its security page lists SOC 2 Type II, ISO 27001, ISO 42001, HIPAA, GDPR and TX-RAMP Level 2, and says source-system permissions are enforced on every read and write. That is a detailed public statement. It ranks third because no price or plan is published, and the pages we read do not address data residency.

Watch for. Get data residency in writing. Permissions in Glean mirror your source systems, so loose sharing there carries through.

Price: Not published, quoted per customer Glean publishes no price. Its pages send buyers to a demo request.
Main limit: No public price or plan limits. Sold through a demo and a quote.
Checked: November 14, 2026 on glean.com

4 ChatGPT Business and Enterprise

Best for companies prepared to settle the control terms with sales

ChatGPT Business and Enterprise is fourth on this question. Business has a published per-user price, and Enterprise is sold on annual terms through sales, with invoicing available. It ranks fourth because the pricing page does not itemize what Enterprise adds beyond Business and points buyers to sales and to an enterprise privacy page. The controls have to be confirmed in conversation and cannot be read from a list.

Watch for. Ask for the SSO, SCIM, data residency and retention terms in writing, and keep the reply with the contract.

Price: $20 a user a month billed yearly, $25 monthly That is the Business Standard seat, with a minimum of 2 users. A Premium seat is $100 a user a month billed yearly, or $125 monthly, with more usage. Enterprise is priced per user per month on annual terms through sales, with invoicing available.
Main limit: Business and Enterprise can buy extra credits when included use runs out.
Checked: November 14, 2026 on chatgpt.com

5 Microsoft Copilot Studio

Best for companies that want agents governed inside their Microsoft tenant

Copilot Studio ranks fifth. Its agents run against a Microsoft tenant, with credit packs that are tenant-wide and quotas set per Dataverse environment, so administration stays where a Microsoft company already does it. It ranks fifth on this list because the facts we hold are about billing and quotas, and say little about audit and retention controls. Ask Microsoft for those.

Watch for. Uploaded files can be up to 512 MB and each agent can hold up to 500 knowledge sources, so decide who may add sources.

Price: $200 per 25,000 Copilot Credits a month, or pay as you go Credit packs are tenant-wide and billed up front. Pay as you go has no upfront commitment and needs a linked Azure subscription. Credits are billed when an agent completes an action or response, and the number billed varies by usage. A pre-purchase plan offers up to 20 percent savings.
Main limit: Usage is billed per credit, so cost follows traffic. Quotas apply per environment.
Checked: November 14, 2026 on microsoft.com

6 Retool

Best for internal AI tools where audit logs are needed at a list price

Retool is sixth. For AI features inside internal tools, audit logs start on the Business plan at a published price. The controls an IT team asks for next are on a higher plan. Single sign-on, SCIM, enforced two-factor sign-in, granular roles and bring-your-own AI key are excluded from Free, Team and Business and listed only for Enterprise, which is custom priced.

Watch for. If your policy requires your own AI key or single sign-on, plan for the Enterprise conversation from the start.

Price: Builder $10, internal user $5 a month, billed yearly Team plan prices per user a month. Business is $50 per builder and $15 per internal user billed yearly. Monthly billing costs more. A builder is anyone who built or edited an app in the billing cycle, and everyone else enabled is an internal user. Enterprise is custom priced.
Main limit: SSO, SCIM, Git source control and granular roles are Enterprise only.
Checked: November 14, 2026 on retool.com

How this list was ranked

We ranked by what each vendor publishes about admin and data control, such as single sign-on, provisioning, audit logs, retention and training terms. A control stated on a public page ranks above one that has to be confirmed with sales.

Where the pages we read are silent on a control, the entry says so. Silence does not show that the control is missing. It shows that you need to ask.

Questions buyers ask

What should we ask an AI vendor about our data?

Ask an AI vendor five things about your data, in writing. Is our data used for training? Where is it stored? How long is it kept, and can we change that? Who at the vendor can see it? What is logged, and can we export the log?

Do we need an Enterprise plan to get audit logs in AI tools?

Audit logs often need an Enterprise plan. On the dates we checked, Claude listed audit logs and SCIM on Enterprise and SSO on Team. Retool listed audit logs on Business and single sign-on on Enterprise. Check the current plan tables, since vendors change them.

Does a custom AI tool keep our data private?

A custom AI tool keeps the data in accounts you own, which gives you control over storage, access and retention. The AI model is still provided by a model vendor, so the terms of that vendor matter. Black Badger names the provider and its data terms in the scope.