Not a self-rating.An earned record.
Five levels. Proof required at each one. Every module reads from the same skills record, so when a skill moves, every function knows.
30+ years inside enterprise L&D · 500+ Fortune 500 transformations · 1M+ learners reached
Three views. One skills record.
Map skills to roles, track progress, and show each person what's next, all from one record.
Skill Mapping
Define the skills, expected level, and importance for each role
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54%
Confidence Score
Five levels. Proof required at each one.
A skill level in OneGuru isn't a self-rating. It's earned from real work-governed signals that confirm the skill actually moved.
Levels aren't assigned.
They're established.
Guru builds proficiency from three ranked sources of evidence.
- STRONGEST
Arc evidence
Guru watching real work: coaching, practice, feedback. When it flows, it replaces the assessment entirely.
- SOLID
Assessment conversation
A short scenario conversation, graded blind against a five-level rubric. Sets the baseline at cold start.
- PROVISIONAL
Self-claim
What you report on day zero. Lowest confidence. Replaced by anything stronger as soon as one arrives.

How the profile gets smarter over time
Nathaniel Hopkins
Day
One
Assessment sets the baseline for skills that haven't been observed yet. Provisional - the weakest strong source.
Deniel Alexanz
As You
Develop
Guru observes coaching sessions, practice outcomes, feedback exchanged. Each signal updates the record in real time.
Nick Alexanz
Evidence
takes over
Guru observes coaching sessions, practice outcomes, feedback exchanged. Each signal updates the record in real time.
Deniel Alexanz
Assessment
goes quiet
The sitting was for cold start. Once live signals flow, the assessment agent stops -- and skills keep updating from real work.
Start with skills.
Everything else follows.
Map the skills for one role. Watch what happens when every module speaks the same language.



