Instruction
Tell the system what to prepare
Example: review university fee applications, compare fee structures, calculate payable balances, and return an approval-ready report.
AI support
Watch records move from instruction to clean output.
Openlabs Africa AI support can review scholarship records, read documents, sort information, flag issues, and return the output format your team asked for: Excel, PDF, Word, or a dashboard-ready report.
8+
information types
4
review steps
3+
report formats
AI report support
Organization-controlled process
Instruction
Review post-secondary fee applications for Term 2, calculate payable amounts, flag issues, and export an Excel approval file.
1
Student profiles
2
Fee statements
3
Fee structures
4
Grade submissions
5
Donor letters
Live preparation
Records become a review file.
Read details100%
Clean values100%
Apply checks92%
Mark review items76%
Step by step
Every instruction becomes a clear review process.
Collect records
Collect the right records
The system brings together student profiles, schools, grades, fee documents, letters, forms, and program rules from approved sources.
Review
Read, extract, and structure
Documents are turned into clear details so staff can review evidence without rebuilding spreadsheets by hand.
Sorting
Apply program rules
The process sorts records by student category, term, school, sponsor, form status, and the organization rules for that task.
Checks
Flag what needs attention
Missing files, inconsistent balances, unusual values, and items needing staff review are marked before the report is prepared.
Output
Generate the requested report
Openlabs Africa prepares the final output as Excel, PDF, Word, or a dashboard report depending on the instruction.
Report preparation
The system does the heavy preparation before staff review.
The goal is not to hide the work. The goal is to make the work visible: what information was used, what checks were applied, what was accepted, and what needs human attention.
Student profiles
Fee statements
Fee structures
Grade submissions
Donor letters
School records
Program rules
Sponsor mapping
Excel output preview
Approval-ready rows
| Student | School | Evidence | Status | Amount |
|---|---|---|---|---|
| Alice Wanjiru | Nairobi Academy | Fee statement | Ready | KES 42,500 |
| Brian Otieno | Kilimani High | Missing receipt | Flagged | Review |
| Cynthia Achieng | Mombasa College | Complete file | Ready | KES 28,100 |
| David Mwangi | Eldoret Tech | Balance mismatch | Flagged | Review |
Report formats
The final file depends on what the team requested.
A finance team may need Excel. A board may need PDF. A program officer may need Word. The same process can prepare different reports from the same reviewed information.
Excel workbook
Structured rows for finance, operations, and approvals: student, school, bank details, document status, balance, and payable amount.
PDF report
Board-ready summaries with charts, review notes, term progress, student outcomes, and sponsor-facing impact snapshots.
Word document
Narrative reports, donor updates, recommendation notes, application reviews, and editable program documentation.
Built for repeatable scholarship operations.
Once a process is defined, Openlabs Africa can rerun it for the next term, next sponsor report, next application batch, or next school update with the same checks and output expectations.
Reusable program rules
Human review before final decisions
Review notes for accountability
Reports that match stakeholder needs