Learning
Learning tied to employer demand, verified honestly.
DOI recommends courses because employers are asking for those specific skills right now — and distinguishes completing a course from proving you can do the work.
Providers
Where the learning will come from
DOI intends to curate from existing learning sources rather than build generic course content. No provider partnership is in place yet.
- Vendor and cloud platform academies
- CRM and business-tooling academies
- Open courseware and MOOCs
- Professional bodies and certification boards
- Data and analytics practice platforms
- Developer skills and code practice platforms
- Local training institutions
- Employer-authored internal material
Categories of source DOI intends to curate from. No provider partnership, integration or endorsement is in place today.
Verification
Six verification states
Course completion is not competence — we distinguish completion, credential, confirmed knowledge, reviewed evidence, DOI assessment and employer validation.
- 01Course Completed
- 02Provider Credential Verified
- 03Knowledge Confirmed
- 04Practical Evidence Reviewed
- 05DOI Skill Assessed
- 06Employer Validated
Assessment
Assessment tiers
Learning Check
A short knowledge check confirming basic understanding of course material.
Practical Evidence
A submitted project or artefact reviewed by a person, not just auto-graded.
DOI Verified Assessment
A structured DOI assessment of the underlying skill, beyond the course itself.
Employer-Sponsored / Certification Assessment
An assessment commissioned or recognised directly by a hiring employer.
Least intrusive controls first; no facial, emotion or personality scoring.
Example paths
How a demand-linked learning path is structured
Illustrative demo examples showing the structure of a path. The roles, employers and demand notes are fictional, not current requests.
Get ready for Revenue Operations Analyst roles
Revenue Operations Analyst
Demo: 3 open requests from design partners in the last 60 days ask for HubSpot + SQL together.
Strengthen Excel + reporting evidence
Operations / reporting roles
Demo: reporting and forecasting appear in most operations requests in the demo demand set.
Remote client communication
Client-facing remote roles
Demo: remote requests in the demo set consistently list written communication as a must-have.
AI productivity for operations
Operations roles using AI tools
Demo: AI-tool familiarity appears as a nice-to-have, not a must-have, in the demo demand set.
Get ready for Project Coordinator roles
Project Coordinator
Demo: coordination roles in the demo set ask for written updates and follow-through, not certification.
Business Operations & AI Readiness
Business Operations Associate
DEMO path. Five steps sit with independent external sources and two are DOI-native; DOI claims no partnership with any of them.
Demo data — Demo learning paths for founder review. Employer names and demand counts are fictional and do not represent real employer requests or partnerships.
Start building evidence, not just certificates
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