AI Learning Platform for Teams: One Shared Workspace

What an AI learning platform for teams actually is

An AI learning platform for teams is a single shared workspace where a whole group — a study group, a class, a research lab, a training cohort, a department — brings its own materials and turns them into answers, practice, and finished work together.

The important word there is own. A useful AI study tool for teams doesn't invent facts or pull from some generic model of the world. It reads what your group actually gave it — the lecture PDFs, the recorded sessions, the meeting notes, the slide decks, the textbooks, the reference sites — and works only from that. On Scholarly, every answer is cited back to the source it came from, so anyone on the team can check the claim against the original.

From that shared pile of material, a team can generate the things it actually needs: flashcards and quizzes for exam prep, full practice exams, study guides and notes, podcasts and AI video lectures to learn on the go, AI slides for presentations, Deep Research reports that pull threads across many documents, and AI Meeting Notes that turn a recorded session into a clean, searchable record. All of it is built from the group's own material, and all of it is available to every member.

Why per-person subscriptions break down for groups

Most AI study tools are priced and built for one person. That's fine until you try to run a group on them, and then the cracks show up fast.

Everyone hits a different wall. One teammate is on the free tier and keeps bumping into upgrade prompts mid-task. Another paid out of pocket and is quietly expensing it. A third has the paid plan but a different feature set because they signed up during a different promotion. When you're trying to prep for the same exam or ship the same project, mismatched access is a constant, low-grade tax on the group.

Materials get siloed. If each person has their own separate account, the source library lives in each person's account. The best flashcard deck someone built, the study guide that finally made a hard chapter click, the Deep Research report that mapped out the whole topic — they're stranded in one login. The group re-does work it already did.

Billing is a mess. Five people means five separate cards, five separate receipts, and five separate renewal dates to chase down for reimbursement. There's no single view of what the group is spending or who's actually using it.

There's no admin. Nobody can see usage across the group, set sensible limits, or control which AI models the team leans on. For a class, a lab, or an organization, that lack of control is usually a non-starter.

Per-person subscriptions optimize for one person's convenience. A group needs the opposite: shared access, shared materials, and one place to manage all of it.

How Scholarly Teams solves it

Scholarly Teams adds a shared workspace to the underlying Scholarly plan. It puts your whole group on one plan and fixes every one of the problems above.

One chosen plan for every member

When someone accepts their invite, the team's chosen Premium or Laureate access turns on automatically — including flashcards, quizzes, practice exams, notes, study guides, podcasts, AI video lectures, AI slides, Deep Research, and AI Meeting Notes within that plan's limits. There are no per-person paywalls or upgrade prompts interrupting anyone's work. The whole team is on the same footing from the moment they join, working from the same materials.

Premium or Laureate models

Premium for Teams includes the individual Premium model catalog; Laureate for Teams adds Frontier models and Boosts. Admins choose which included model tiers the team is allowed to use.

One plan for every member

Teams is deliberately simple: every seat inherits the chosen plan's models, features, and usage. There is no separate team credit wallet or per-action price to divide across the group. Admins see activity and adoption instead of a balance counting down.

Each member sees their own recent activity in Settings. Admins see a 7-day adoption view for the team rather than a balance counting down.

Shared libraries and admin controls

Everything a group needs to run itself lives in one place:

• Invite by email or link, with Member and Admin roles.
• Shared source libraries, so the team studies and works from the same materials instead of re-uploading the same PDFs into five separate accounts.
• Team-wide model access controls that apply to every member at once.
• One central Stripe bill — no more chasing five receipts and five renewal dates.
• Activity and adoption reporting, so admins can see active members, chat, questions answered, study sessions, and voice time over the last 7 days.

That combination is the whole point: shared access, shared materials, and one place to manage it, instead of a scatter of individual subscriptions.

Built from your team's own material — not engagement loops

It's worth being direct about what Scholarly is and isn't. We don't win on streaks, badges, notifications, or gamified habit loops. The entire value proposition is that the tools are genuinely good and genuinely correct on your group's real material.

That matters most for a team, because a team is producing shared work that other people rely on. When a study guide, a practice exam, or a Deep Research report is going to be used by the whole group, it has to be grounded and checkable — not a plausible-sounding hallucination. Every answer on Scholarly is cited back to the source document, so anyone can verify it.

We also build for understanding over rote memorization. The quizzes and practice exams your team generates are meant to test whether people grasp the concepts and how they connect — not whether they can recall an arbitrary number from page 40. For a group learning or working together, understanding is the thing that actually transfers.

For a closer look at one of those outputs, see our comparison of the best AI tools to turn documents into training videos.

Pricing and getting started

Premium seats are $35 / month or $336 / year; Laureate seats are $110 / month or $1,056 / year. Both yearly prices save 20%. Start with 1 seat and self-serve up to 29, so solo buyers and small groups can set themselves up in a few minutes without talking to anyone. If you need more seats, or you're a school, a district, or an organization that needs invoicing, email us at hello@scholarly.so and we'll get you set up.

To start a team, open Scholarly for Teams or the Teams tab on pricing, pick Premium or Laureate, name the team, and invite people if you want. Every member gets that plan plus the shared team workspace from the moment they accept — all working from your team's own material.

If your group is tired of five separate subscriptions, siloed materials, and mismatched access, this is the fix: one workspace, one chosen plan, built from the material you already have.