Pupil

Stop burning productivity on training new teammates.

Give them an AI senior coworker.

Pupil walks new teammates through real tasks on your real systems, the way a senior coworker would, so team productivity can continue uninterrupted.

Observed Friction

Your Most Productive People Are Training New Teammates Instead Of Doing Their Work.

Every new teammate costs your senior employees hours of focused work. They stop what they're doing to walk new teammates through the systems, the processes, and the templates. Their work gets pushed to the side, and your teams productivity drops.

Multiply that across every hire and internal transfer. Your most experienced people spend hours annually training instead of delivering.

Peer-Led Learning

80%_OF_DESK_WORKERS

DOMINANT

Ramp Time

4–6_MONTHS_TO_PRODUCTIVITY

SLOW

Senior Capacity

12_HRS_PER_HIRE_PER_MONTH

DRAINED

How Pupil Works

01

Connect Sources

Pupil ingests your team's existing process documentation. Connect Notion, Google Drive, or Confluence e.t.c, Pupil reads the workflows already documented.

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02

Generate Curriculum

AI converts each documented workflow into a structured teaching script. The team manager reviews, edits, and approves the curriculum before any teammate sees it.

MANAGER_APPROVED_BEFORE_PUBLISH
03

Train Live

Pupil walks each new teammate through real tasks on the team's actual systems. Pupil demonstrates with the cursor and prompts the next action; the teammate performs each step themselves, while Pupil watches, verifies, and tracks progress toward mastery.

TEAM_PRODUCTIVITY_TIME_RECLAIMED

Not a chatbot. Not a course. An AI senior coworker.

Active not reactive

Pupil prompts the trainee through each step. It doesn't wait to be asked.

Real systems not simulations

Pupil runs on the team's actual tools, like SAP, Salesforce, Costpoint, internal systems. No sandboxes. No fake data.

Cursor demonstration

Pupil moves the real cursor on the trainee's real screen — pointing at the next action, then stepping back so the trainee can do it themselves.

Mastery not completion

Mastery is measured by consecutive clean runs.

Built for teams with repeatable, multi-system work.

If your team has repeatable workflows across multiple systems, Pupil fits.

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See Pupil In Action.

Tell us about your team and we'll be in touch within one business day.