Private beta

Incus

Better feedback for your residency personal statement. Your story stays yours.

Incus is an experimental VMBARS tool for residency applicants who want sharper, more useful feedback on their personal statements without handing authorship over to AI. It helps clarify specialty motivation, strengthen narrative structure and evidence, identify repetition or missing material, and preserve the experiences and voice that are actually yours.

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How it works

Share your current draft.

Bring the residency personal statement you are actively working on.

Tell Incus what you are applying for.

Share your specialty, target length or constraints, career direction where relevant, and the concerns you already have about the statement.

Help Incus understand you.

Optional context can include your CV, biography, prior writing, relevant experiences, recommendation letters, notes, or other material that helps the tool understand you rather than treating the statement in isolation.

Get structured feedback.

Incus looks at specialty motivation, specificity, reflection, narrative coherence, professional identity, voice, redundancy, missing evidence, and paragraph-level function.

Revise and repeat.

Return with a revised draft to see what improved, what remains unresolved, and what changed.

What Incus looks for

Specialty motivation

Specificity and reflection

Narrative coherence

Professional identity

Voice, redundancy, and missing evidence

A deliberate boundary

Feedback without handing over authorship.

Incus is not a residency personal-statement ghostwriter. It should not fabricate or embellish. It helps you pressure-test and improve your own story rather than substitute a generic one.

Private beta

Free while we learn from real use.

Incus is currently free in private beta. In return, we ask testers for candid feedback about what helped, what did not, what felt generic or inaccurate, and what they actually used in a revision.

Request beta access

Tell us where you are in the process.

The test group is intentionally small. A request does not guarantee access, but the context helps us route the right applicants into the current learning cycle.

Fields marked * are required. Do not paste an essay, statement, patient information, or other sensitive records into this form.

Name *Email *

Residency application cycle *Specialty or specialties applying to *Career direction, program type, or current concern (optional)Current stage *What kind of feedback would be most useful right now? *Are you willing to give candid feedback after testing Incus? *How did you hear about Incus?Relevant link or context (optional)

VMBARS stores the information in this request in its private beta inbox to review your request, manage access, and learn from the beta. The current prototype runs through ChatGPT; essay materials shared there are handled through that platform, not this website form. Review OpenAI’s privacy policy. To ask VMBARS to delete your beta-request information, email connect@vmbars.com.

FAQ

Where does the current beta run?

The current prototype runs through ChatGPT. Access instructions will explain how to use it and where to share application materials.

Does VMBARS store my essay through this website?

No. This request form stores only the intake information you provide here. Do not paste your essay or other sensitive material into the form.

Will Incus write the statement for me?

No. It is designed to provide structured feedback while keeping authorship and final judgment with you.

How can I ask for my request information to be deleted?

Email connect@vmbars.com from the address used for your request.

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