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Adult learner and instructor working together in an industrial automation lab
Experience analysis / advisor-reviewed training

Turn what you’ve done into what comes next.

Your work already contains skills. We make them visible, map the gaps, and shape a realistic training plan around the hours you actually have.

01 Industrial maintenance02 Quality systems03 Logistics operations04 Frontline leadership05 Digital fabrication06 Safety foundations
01 / Make experience legible

Work taught you plenty. Now name it.

A title rarely captures what someone can do. Our fictional demonstration translates tasks, tools, constraints, and outcomes into editable skill evidence—then highlights what a qualified advisor still needs to verify.

Adult learners and an advisor mapping experience in a technical lab
Evidence over labels

Your history is more than a résumé.

Shift handoffs, inspection routines, customer recovery, production targets, informal mentoring—these details create a much more useful starting point than a job title alone.

01 / ExtractHuman-editable

Skills hidden in plain sight

The assistant suggests skill statements from your description. You can remove anything that does not fit before it goes forward.

02 / CompareExplainable gaps

A route, not a verdict

Suggested learning blocks include the reason they appear and the evidence an advisor should request.

03 / ShapeSchedule-aware

A plan that respects Tuesday

Weekly hours, format, transport, caregiving, and technology access materially change the draft.

02 / Learning directions

Choose a direction. Keep your options open.

These fictional learning directions illustrate how one experience profile could branch into different goals. Final program fit, prerequisites, transfer credit, cost, and eligibility require staff review.

Popular pathway / 12-week draft
Industrial maintenance

Troubleshooting, controls, preventive maintenance, documentation, and safe work practices.

OperationsQuality systems
ProductionDigital fabrication
PeopleFrontline leadership
Supply chainLogistics operations
FoundationTechnical math
CommunicationWorkplace English
03 / How it works

AI organizes. You and an advisor decide.

STEP 01 / DESCRIBE

Tell us what the work looked like.

Use plain language. Include tasks, tools, decisions, people supported, and the parts you want to do more—or less—of.

STEP 02 / CHALLENGE

Edit the inferred skill map.

Remove weak assumptions. Add missing context. The draft shows why each learning block was suggested.

STEP 03 / APPROVE

Release an advisor-ready brief.

Your approval saves this demonstration locally. A real advisor would verify program details before enrollment or funding decisions.

Build your momentum map.

Try the complete workflow. The assistant turns experience and constraints into a transparent draft with inferred skills, a weekly plan, and questions for a human advisor.

Demonstration only / stored in this browser
Plan studio / session 24-0718Private browser demo · no transmission

Start with the work.

Share general experience. Do not enter Social Security numbers, medical details, immigration records, or employer-confidential information.

What should the plan account for?
This prototype reads only the filename; it does not upload the file.
00

Your editable skill map and training draft will appear here.

Useful AI has a visible stopping point.

AI MAY / 01

Organize the evidence

Summarize tasks, suggest editable skills, identify questions, and arrange a schedule-aware draft.

AI MAY / 02

Explain the route

Connect each suggested learning block to a stated goal or gap without hiding the reasoning.

AI MAY NOT / 03

Make the decision

No admission, prior-learning credit, funding eligibility, licensure determination, or hiring promise.

HUMAN / 04

Verify before action

A qualified advisor checks evidence, current catalog details, costs, prerequisites, and support availability.