Humanitarian Sector
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
THE CHALLENGE
Teams must report more—using fewer resources
Humanitarian teams face mounting pressure with shrinking capacity
Different Templates
Donors using different templates increases reporting burden to implementing partners
Slow Aggregation
Manual Excel aggregation creates delays, bottlenecks, and compounding errors
Data Cleaning
Coordination teams spend days cleaning inconsistent data by hand
Reduced Capacity
Funding cuts mean fewer M&E staff carrying the same reporting workload
THE 5W WORKFLOW
AI assists. Humans approve.
From raw partner submission to verified dashboard in under 90 minutes
01
Upload
Excel or offline collection
02
AI Detection
Auto-detect structure & fields
03
Map & Clean
Map to 5W standards
04
Approve & Publish
Generate narratives & dashboards
BEFORE VS AFTER
The 5W Difference
The same reporting cycle — radically transformed
Manual Excel
Current state for most teams
3–10 days to clean and aggregate
Inconsistent definitions across partners
Late error discovery and follow-ups
Heavy coordinator follow-ups required
5W-AI
AI-verified, audit-ready
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
One platform, two workflows — seamlessly connected
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
THE CHALLENGE
Teams must report more—using fewer resources
Humanitarian teams face mounting pressure with shrinking capacity
Role-Based Access
Field / PM / HQ / Coordinator roles with granular permissions
Audit Trail
Full versioning and change history from field to dashboard
Quality Scoring
AI confidence indicators and automated data validation
Export Traceability
Every dashboard linked back to its source submission
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