Whale review

What Whale actually does

Whale is documentation software for the processes a company runs on: how a quote is built, how a new client is onboarded, how the month-end close works. Its central bet is that the hard part is not storing procedures but capturing them, so the tool starts with a recorder. You perform the task while an extension watches, and it returns a draft made of screenshots and step text that you correct rather than write. Existing material comes in through a video-to-guide converter that transcribes a walkthrough into written steps, and through importers for PDF and Word files.

The second bet is that documents are worthless unless people read them, so the platform is also a training system. Guides can be bundled into flows and assigned to a new starter, quizzes are generated from the content, and completion is reported back. An assistant called Alice answers questions conversationally from the approved library, and a remote MCP server, included on every plan, lets an external AI tool read the same library and draft new cards against it under the user's existing permissions. Ownership is enforced through named experts and scheduled review intervals, so a document that nobody has confirmed in six months surfaces as stale.

Key features

The features divide cleanly into capture, distribution and maintenance.

• Step recorder and screen recorder that produce annotated draft guides from a performed workflow
• Video-to-guide conversion and PDF or Word import for existing documentation
• Ask Alice conversational search across approved procedures, plus contextual suggestions surfaced while people work
• Training flows with AI-generated quizzes, assignment and completion reporting
• Named experts, review intervals, approval flows and version history to keep the library current
• A remote MCP server and integrations with Slack, Google Workspace, HRIS platforms and project tools, with user provisioning on higher tiers

Who it's for

The natural buyer is an operations or people lead at a company of twenty to a couple of hundred staff that has outgrown tribal knowledge, often one running the Entrepreneurial Operating System, a community Whale markets to directly. In that shape, the unlimited-members model works well: a handful of people write, everybody reads, and the bill does not grow with headcount.

It suits nobody who needs to diagram. There is no flowchart or process-map view, so a procedure with genuine branching has to be expressed as prose and checklists, which is a real limitation for quality or compliance teams used to swimlanes. It is also poor value for a company where documentation is genuinely distributed, since every person who writes is a billable creator. And a two-person startup will find the free plan pleasant and the first paid step large.

How it compares

Trainual is the closest competitor and leans further toward onboarding and role-based training, with a comparable price and a weaker capture story. Scribe is the sharpest capture tool of the three, its recorder produces cleaner guides faster, but it is a step-capture product with a library attached rather than a training system, and its permissions and review workflow are thinner. Notion will hold the same content for a fraction of the price and gives you nothing to enforce reading, reviewing or quizzing; teams that choose it usually end up with a wiki nobody trusts. Whale sits between Scribe's capture and Trainual's training, which is a defensible place to be.

Verdict

For a growing company that has decided to write things down, this is a sensible purchase, and the maintenance features, expert ownership, review cycles, version history, are the ones that separate a living library from a graveyard. The reservations are commercial rather than technical: AI capability is rationed by credits that reviewers say run out, the creator-based model penalises exactly the distributed documentation culture the product advocates, and access controls that regulated teams need sit two tiers up. Start on the free plan, record three real processes, and see how far the credits go before committing to a year.