Bring your section scores
Manually enter scores from your own study workflow. No question-bank account or content is connected or imported.
MAMBA ALO · For Step 1 learners
Your study time.
A clearer next step.
Bring your own section scores, study time, and review cycle. MAMBA is a prototype for turning those inputs into explained next actions.
Local prototype · Step 1 pilot preparation · Benefits not validated
Watch the introduction
MAMBA: a closer look at study planning
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Alongside the resources you already use
A study plan starts with your inputs.
Set your time and review cycle
Define the time you have and when you will revisit the plan. Keep the proposed allocation within your practical constraints.
Review the next action
Consider the suggested focus and its rationale, then study with your own resources. Bring updated scores to the next review.
Before we begin
Clear expectations,
from the start.
Does MAMBA include a question bank?
No. The current positioning is standalone study allocation alongside external question banks. This website contains no full question bank, medical booklet content, or question-bank integration. Any future content availability remains subject to review.
What is available today?
A local prototype and preparation for a smaller, complete Step 1 pilot. This page describes the prototype; it does not provide product access or enrollment.
Are the benefits validated?
No. There are no established time savings, score improvements, or guaranteed learning outcomes claimed here.
How would the pilot begin?
With manual section scores, a practical time budget, defined cycles, and review of the explained next actions. Initial testing comes first; broader school outreach remains later and conditional.
Start a conversation
Discuss the Step 1 pilot.
Share your study goals, available time, and interest in testing explained study allocation alongside your own question bank. This is a pilot inquiry, not enrollment.
Speak with the founder
Email the founderfounder@beaconlightai.com
Opens your email app. Please do not send medical information or question-bank content. No enrollment occurs here.