5W.Ai Platform
From Excel chaos to verified humanitarian insights.
Automatically clean, validate, and map donor templates to coordination standards. Publish trustworthy dashboards with complete audit trails.
90%
less cleaning time
30-90m
end-to-end workflow
100%
audit-ready approvals
Upload Center Snapshot
Drag and drop Excel / CSV
Workbook and single-sheet conversions supported.
AI Summary
1,154
Reached
1,860
Target
706
Gap
98%
Quality Score
The Challenge
Teams must report more—using fewer resources
Different Templates
Every donor uses a different Excel template, creating chaos
Slow Aggregation
Excel aggregation creates delays and errors
Data Cleaning
Coordination teams spend days cleaning data manually
Reduced Capacity
Funding cuts mean fewer M&E staff for the same workload
The 5W Workflow
AI assists. Humans approve.
Upload
Excel or offline collection
AI Detection
Auto-detect structure & fields
Map & Clean
Map to 5W standards
Approve & Publish
Generate narratives & dashboards
Before vs After
The 5W Difference
Manual Excel
- 3–10 days to clean and aggregate
- Inconsistent definitions across partners
- Late error discovery and follow-ups
- Heavy coordinator follow-ups required
5W.Ai
- 30–90 minutes end-to-end
- Standardized definitions engine built-in
- Issues detected before submission
- Coordinator approves instead of cleans
Two Audiences
Built for Reporting Organizations & Coordinators
For Reporting Organizations
Upload templates, clean data, and get approval workflows.
- Upload any Excel template
- AI cleaning + validation
- Preferences (individuals vs households)
- Natural language summary generation
- HQ approval workflow
- Donor-ready exports
For Coordinators & Agencies
Aggregate data, monitor quality, and publish dashboards.
- Inter-agency aggregation
- Quality gate + revert workflow
- Sector dashboards + gap analysis
- HRP / indicator monitoring
- Timeliness & compliance tracking
- Multi-format exports
Enterprise Grade
Built for auditable, secure coordination
Role-Based Access
Field / PM / HQ / Coordinator roles
Audit Trail
Full versioning + change history
Quality Scoring
Confidence indicators + validation
Export Traceability
Link dashboards to source submissions
See 5W.Ai in Action
Experience the future of humanitarian reporting. Transform Excel chaos into verified, coordination-ready insights.