Built on Claude

See if your career move is realistic — and what it'd take.

Cairn maps the structural picture of your career — every plausible transition, the gap between you and each one, and the calibrated prep you need when you commit to a path.

For people considering a real change — career-changers, plateau evaluators, and active job-seekers who want analytical depth, not another chatbot.

How it works

Decision-first, not materials-first.

Cairn doesn't start by scoring your resume against a job board. It starts with the decision you're actually making.

  1. 01

    Frame your decision

    Tell Cairn what you're considering — a pivot, a plateau, an active loop. The framing shapes the analysis; you stay in control of what's on the table.

  2. 02

    See your map

    Cairn generates a structural picture of every plausible transition from your current position — the job groups, the streets between them, where you sit on each.

  3. 03

    Get tradeoffs

    Rather than a ranked list, Cairn surfaces tradeoffs — risk profile, time-to-validation, reversibility, fit gap. The shape of the decision, not a verdict.

  4. 04

    Prep for the path you pick

    Once you commit to a direction, Cairn calibrates prep to it: tailored resumes per opportunity, fit analysis with concrete gaps, mock interviews against the bar.

What you get

Three surfaces, not three chatbots.

Cairn ships analytical primitives — a career map, a tradeoff card, and calibrated prep. The conversational layer sits on top, not in place of them.

currenttarget

01

Career Map

Every plausible transition from your current position — visually, with the gaps surfaced as edge weight, not buried in a table.

DECISION CARD · WEEK 14Eng Managervariance ±1378Principal ICvariance ±1464Founder betvariance ±2952▸ THIS WEEK · 30-MIN ACTION

02

Decision Card

Top transitions ranked by realistic fit, with variance bars showing the spread — because rank lies about uncertainty.

FIT · STRIPE / DATA ENG66COMPOSITESkills82Experience71Trajectory64Network38

03

Calibrated Prep

Per-opportunity fit analysis across four axes, tailored resumes, and mock interviews — only when you've committed to a path.

What we commit to

Concrete, not boilerplate.

Materials never train a model
Your resume, profile data, and conversations are not used to train any model — Cairn's, Anthropic's, or anyone else's.
Encrypted at rest
All career materials are encrypted in storage. Deleted within 30 days of account close.
No third-party trackers
On authenticated routes: zero analytics SDKs, zero ad pixels, zero session-replay tools. Only first-party operational logs.

Full details: Privacy policy · Data handling · Terms.

Map the move. Then make it.

Sign up free. Upload nothing until you've seen the structural picture and decided Cairn earns it.