Adaptive integration that stays live
MTN Data Foundry adapts as systems change. Continuous visibility, no integration restarts, no months of catch-up.
What MTN Data Foundry does
The Foundry creates a consistent data layer that adapts automatically. It doesn't replace your existing infrastructure — it makes it resilient to change.
- Continuous visibility during acquisitions and system migrations
- Reduced integration maintenance burden over time
- Faster onboarding of new systems without custom development
Self-organizing integration
New systems come online quickly because the Foundry learns from existing mappings.
Automatically recognizes new data structures when systems are connected
Suggests mappings based on field values, naming patterns, and healthcare standards
Routes low-confidence cases for human review instead of guessing
Self-healing pipelines
When source systems change, the Foundry adapts automatically.
New fields added
When sources add new data elements, the Foundry detects them automatically and suggests mappings based on similar fields it has seen before.
Field names change
Renamed fields are detected through value pattern matching, not just column headers. High-confidence matches apply automatically.
Data types shift
When vendors change data formats, the Foundry identifies the change and adjusts transformations without manual intervention.
Payload structure evolves
Even significant structural changes are handled gracefully. The system presents a clear diff and applies updates with full audit logging.
No retroactive changes
Historical data remains stable. Schema changes apply forward only, unless you explicitly choose to reprocess. This preserves audit trails and ensures downstream reports stay consistent.
Continuous monitoring
Early warning before downstream impact.
Surface issues before they reach downstream systems — not after reports lag or dashboards go stale.
Transmission health
Know when sources stop sending or change patterns
Schema drift
Detect structural changes before they cause failures
Quality alerts
Flag anomalies in data values and completeness
See how this fits your stack
We'll walk through your current systems and show how the Foundry would integrate.