What needs attention next
The dashboard makes progress, review queues, and learner risk visible in one place.
3
active learners
3
reviews
72%
completion
18
sessions
Our context
Local problems
Datasets, projects, and examples stay close to the markets learners know.
Need, not hype
Build what helps
Tools are taught through decisions, systems, and practical output.
Today
Mentor review queue
Submissions
28
Healthy
21
At risk
3
3
active learners
18
sessions this week
72%
completion rate
3
review queue
Mentor daily plan
09:00
Review Alice's funnel project and approve showcase copy.
12:00
Hold onboarding session for two SQL students.
16:00
Send revision notes for collections project submissions.
Learner roster
Jane Doe
Python for Data Analytics · Mentor matched
Ali Hassan
SQL for Analysts · First session booked
Naomi A.
Power BI Business Intelligence · Project review
Review queue
Alice Mwangi
Product Growth Funnel
Ready for showcase after one note on experiment sizing.
Kevin M.
SME Cashflow and Collections
Add clearer ranking logic for top overdue accounts.
Naomi A.
Customer Support Quality
Recommendation needs a tighter manager summary.