Product Roadmap
Our vision for helping professionals navigate career evolution in the age of AI.
Last updated: May 2025
Phase 1Live now
Live Now – AI Job Risk & Role Analysis
Get a personalized AI automation risk score for your role and discover data-backed career pivots.
- Upload resume or job info for instant AI risk analysis
- Detailed breakdown of automated vs. human tasks
- Career pivot recommendations based on transferability
- Skill suggestions with learning resources
Phase 2Live now
Live Now – AI Tools by Role
Discover real, currently working AI tools tailored to your profession — updated regularly and ranked by votes.
- Curated tools per job title and industry
- Vote on tools you find valuable
- Subscribe to get updates for your role
- Tool descriptions, use cases, and direct links
Phase 3Planned
Exploring – Market Trends & Role Insights
We’re experimenting with new ways to help you compare risk across roles, track how AI is evolving your industry, and make more confident career decisions.
- Compare risk across industries and job titles
- Explore AI adoption signals by role or task
- Optional login to track changes over time
- Trend timelines for job categories
Phase 4Planned
Looking Ahead – Sharing & Collaboration
We’re considering ways to open up our data for researchers, platforms, and educators to support larger workforce shifts.
- Public dashboards for AI + job data
- API or embeddable widgets for external sites
- Partnerships with education and career platforms
- Invite-only access for early collaborators