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The RAMP framework

Four dimensions of AI-native work

Everyone says they use AI. RAMP measures who actually can. Get certified against it, or get work done by the people who already are.

Upload your resume and we'll build the course around your domain and current level.

R Retrieval A Agents M Models P Proof Where most people are today AI-native
The four dimensions

What each one actually measures

Not tools you've heard of. How you work when the task is real and the answer isn't obvious.

R · Retrieval

Finding and organizing what matters

How effectively you search for, organize, and use information: yours, your team's, and the open web.

A · Agents

Delegating work that shouldn't be yours

How well you use AI agents and automated workflows to hand off tasks and compress the time they take.

M · Models

Directing and judging what models produce

How skilled you are at prompting, steering, and evaluating models, including knowing where they stop being reliable.

P · Proof

Evidence instead of claims

Concrete evidence of work, delivery, and demonstrated capability, not a list of skills on a resume.

Every role

Not an engineering framework

The depth of technical knowledge varies by role. The four dimensions do not.

Your ramp

Your ramp is built from your resume

Every role starts at a different point on each dimension. Upload your resume and we'll generate a course for your domain, not a generic AI curriculum.