Use Cases
Built for how your program actually runs
From discovering a concept map in your own materials to diagnosing every learner at the concept level — here's how Cluesora adapts to the work you already do.
6-Month Programs
For organizations running structured multi-month learning — keep every concept connected, and make sure no learner falls through, even when no one notices.
Learn moreKnowledge Management
Turn your own books and materials into a living, validated map of concepts — in a single afternoon, not an academic year. Transparent, traceable, grounded in your own voice.
Learn moreLearning Management (LMS)
Go beyond traditional LMS with Cluesora — follow every idea from the resource you uploaded to the score a learner earned, and see the diagnosis behind every number.
Learn moreCurriculum Design
Discover a validated concept map from your own materials, cross-checked against how they actually teach. Build curricula grounded in evidence, not guesswork.
Learn moreTeam Training & Development
The corporate-flavored sibling of [6-Month Programs](/use-cases/six-month-programs/) — same loop, faster cadence. Build, deliver, and measure cohort training programs with concept-level evidence.
Learn moreAI Interviewer for Hiring
Screen candidates with structured AI voice interviews on the same engine that runs Cluesora's viva exams — optional live coding, and a shareable report where every judgment traces to the answer that produced it.
Learn moreIn-Platform Courses
Deliver structured courses without leaving the concept map — modules and lessons built from the same validated concepts as everything else, with mastery-gated unlocks, in-course assessments, game-style challenges, and live cohort sessions.
Learn moreDigital Teammate
Mr. Cluesora is an always-on digital teammate that lives in Slack or Microsoft Teams, answers from your organization's own memory graph, and routes what it can't answer to the right human expert — then writes the verified answer back in.
Learn more
Knowledge OS Give your organization eyes where it has relied on trust and memory.
Create your workspace and see your own program the way you've always wanted to. Free to start.