Our product

DataGov CI · Data Quality Engine

An operational SaaS platform that collects, validates, scores and traces an organization's business data, from the field to the dashboard.

The workflow

Five steps, one system

Collect

Form, CSV/Excel import, API, including offline

Validate

Multi-level review, a reason is required on rejection

Score

A–F quality score across four dimensions

Trace

Immutable audit trail, SHA-256 chaining

Deliver

Real-time dashboard, CSV/Excel/JSON export, REST API

Concrete proof

This isn't a mockup

429/429

automated tests passing, on a real database

business modules shipped and tested

SHA-256

chained audit trail, tampering detectable

RS256

asymmetric-key authentication

The firm is also exploring an advanced analytics track with CACAO-SECURE, a predictive model of Ivorian cocoa production currently under study.

Product roadmap

What exists, what's coming, what's ahead

Now · available and verified

Features deployed and tested end to end (429/429 automated tests).

Multi-channel collection: dynamic forms, CSV/Excel import, API ingestion
Human validation workflow with documented reason and decision history
Automatic quality score (A–F) across 4 dimensions
Immutable audit log, chained via SHA-256 hashing
Real multi-tenant isolation (PostgreSQL schema per organization)
JWT RS256 authentication, role-based permissions, brute-force protection
Real-time dashboards, CSV / Excel / PDF exports
Offline mode for field collection (automatic sync on reconnection)

Next · in preparation

Upcoming iterations, prioritized based on feedback from early pilot clients.

Feature	Why
Generic record PDF export	Extend raw data export to formatted PDF beyond the quality report.
Automatic quality alerts	Proactive notification when a quality score drops below a configured threshold.
DHIS2 connector	Native interoperability with Africa's reference tool for the health sector.
Extended test coverage	Strengthen coverage on organization modules and async tasks.

Later · long-term vision

Dioula and Baoulé interface, alongside French
Native BI connectors (Power BI, Tableau) beyond direct PostgreSQL access
Packaged on-premise deployment for institutions with strong sovereignty requirements
Library of ready-made sector schemas (health, agriculture, microfinance)
Native mobile app for field collection in very low-connectivity areas

This roadmap reflects the studio's thinking as of the date shown; it evolves with field feedback and carries no firm delivery date, except under specific contractual agreement.

Another product from the studio

Your data is reliable. Your delivery routes can be too.

Route optimization

Mizan Routes CI

The same quality doctrine applied to logistics: refuses to compute on doubtful data, optimizes routes via OR-Tools and OSRM (real-time traffic optional), quantifies the km and FCFA saved vs a naive route.

Discover Mizan Routes CI →

Ready to certify your data?

Let's discuss your use case and set up a first pilot schema.

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