From prototype lab to recruiter marketplace.
A staged product path for turning AnalystOS into a free-core job-ready analytics lab where learners practise real analyst tasks, build portfolio-ready proof, and become discoverable to recruiters.
Current Direction
Keep the premium simulation feel, then make the proof loop durable enough for real learner progress and recruiter trust.
Proof of concept
Current Prototype Stage
Live nowAnalystOS currently demonstrates the cinematic learner experience, protected prototype auth, the SQL lab workspace, and recruiter-facing proof surfaces.
Key outcomes
Core product
MVP Stage
Next buildThe MVP turns the prototype into a focused free-core product with persistent learner state, clearer onboarding, and a reliable task-to-proof loop.
Key outcomes
Skill depth
Practice Lab Stage
PlannedPractice labs expand beyond churn analysis into repeatable analyst missions across SQL, business diagnosis, experimentation, and stakeholder communication.
Key outcomes
Proof quality
Portfolio + Review Stage
PlannedLearners convert lab outputs into polished public artifacts, receive review feedback, and improve the clarity of their recruiter-facing evidence.
Key outcomes
Talent discovery
Recruiter Marketplace Stage
FutureRecruiters discover candidates through proof-of-skill, compare work samples, and shortlist learners based on demonstrated analyst execution.
Key outcomes