LAAC PathwaysTransparent by design07Field guide

Possibility, with a reason.

Explore opportunities based on your interests, location, and career stage. Each suggestion explains the match and what still needs checking. Try the example below without an account.

01Your interests02Visible reasons03Your next move
Preferences. Reasons. Your decision.
Try the matching demo

Choose an interest.
Compare the matches.

Choose your preferences and see how the suggested roles change. These are example listings, not current vacancies.

Excluded from recommendationsIdentity, photograph, age, disability, gender, race, and school prestige
Suggested opportunitiesExample listings
0267%preference match
Pre-bar · Greater Bay Area

Graduate Bridge Fellowship

Bay Area Legal Aid

Housing interest

This example is not designated rural.

0333%preference match
Entry-level · Northern California

Health and Benefits Graduate Advocate

Legal Services of Northern California

Rural service openness

Explore its health and public benefits and rural justice focus.

Scores summarize overlap with your preferences. They do not confirm eligibility or predict a job offer. Read the reasons and check the requirements.Find my starting route
Follow the reasoning

A connection
you can understand.

Every recommendation should show its reasoning. Your preferences are the starting point; visible alignment and missing information help you decide what to explore next.

The illustration expresses that idea. The demonstration above shows how the matching works.

Green and gold threads trace separate paths beneath translucent paper strips.
Conceptual illustrationConnections with visible reasonsAI-generated
01

Eligibility first

Career stage, timing, opportunity type, location requirements, and program eligibility establish whether a path is possible.

02

Your preferences

Your interests, skills, language abilities, preferred location, and availability help identify relevant opportunities.

03

Planned AI support

The proposed platform would use AI to recognize related terms and interests. This demo uses fixed matching rules. Hiring decisions remain with people.

04

Visible reasons

Every recommendation shows what aligned, what did not, what is missing, and what action the user can take next.

Protected from the score

What the system does not use.

Personal identity and protected characteristics do not belong in recommendation logic.

RaceGenderAgeDisabilityPhotographNameLaw school prestigeHome-address proxiesUnstructured culture fit
Strong Alignment

Rural Justice Summer Law Clerk

California Rural Legal Assistance

Why you are seeing this

  • You selected housing justice and rural service.
  • The opportunity represents a summer law-clerk pathway.
  • Spanish-language capacity is relevant to the example role.
More information could help. Confirm your Central Valley availability and transportation needs.

Find a route that fits your career stage.

Build my pathway
THE DESIGN FACTORYView our proposal