Selected work

PathWise: turning fragmented career and academic information into an actionable journey.

Our featured work currently focuses on PathWise—an AI-enabled decision layer for career exploration, personalized roadmaps, academic planning, and advisor collaboration.

The product system

Exploration, planning, and advising—connected.

PathWise is designed around a simple insight: learners do not lack information. They lack a system that relates interests, roles, skills, academic requirements, gaps, opportunities, and next actions to their own context.

150+reports generated in early validation
52early users
13graduation plans
Explore the complete product and delivery story →
PathWise · Personalized Roadmap
Your directionProfileCareer mapAcademic planSkill gapsCoach summary
Recommended pathAI Product & Software
78% aligned
NowStrengthen technical foundation2 actions
NextBuild product evidence3 actions
LaunchTarget aligned opportunities5 roles
Capabilities delivered

A complete product, not a single recommendation screen.

The work spans product strategy, research, data modeling, AI-assisted guidance, interaction design, advising workflows, administration, and deployment.

Career exploration maps

Interactive pathways help learners understand relationships among interests, skills, roles, industries, education, and possible transitions.

Personalized roadmaps

Recommendations are turned into sequenced next actions rather than a static list of occupations or links.

Graduation planning

Academic requirements, completed coursework, constraints, and future terms are organized into a workable planning flow.

Skill-gap intelligence

Users can see which capabilities are already demonstrated, which need development, and where evidence can be created.

Coach-ready summaries

Advisors and coaches receive context that makes the human conversation more focused, personalized, and actionable.

Department administration

Templates, catalogs, usage signals, report activity, and program-specific guidance can be managed at the organizational level.

Why it matters

Information becomes useful when it changes the next decision.

PathWise was shaped as a department-first action layer that complements advising, career services, degree planning, and opportunity systems rather than replacing the people or systems already trusted.

“Students do not lack information. They lack a system that turns information into direction.”
PathWise product thesis

Designed around real institutional constraints

  • Program-specific catalogs and pathways
  • Advisor and coach collaboration
  • Department-level pilots and analytics
  • Privacy, SSO, and integration planning
  • Human interpretation for consequential guidance
  • Phased deployment instead of enterprise replacement
See the complete case study

From product thesis to deployed system.

Explore the challenge, product architecture, journeys, metrics, pilot model, technical approach, and the consulting capabilities demonstrated through PathWise.