Tenant-specific mapping, handled
Askel detects the customer’s schema, auto-maps to your model, and routes edge cases for quick human confirmation.
The Problem
Every customer's schema is different. Adapter libraries don't capture per-tenant logic, so engineers burn cycles reviewing and maintaining brittle mappings.
How Askel.ai Helps
Auto-proposed mappings
Askel detects the customer’s schema, auto-maps to your model, and routes edge cases for quick human confirmation.
Confidence & controls
Learns from prior approvals; versioned mapping rules; rollback with audit..
Change history
Full lineage and rollback for each mapping; no more "who changed what?" threads.
Reusable knowledge
Prior decisions inform future tenants, accelerating each new onboarding.
Outcomes
- Reduce manual mapping work by ~80–90%
- Faster mapping sign-off and fewer review loops
- Lower maintenance overhead and cleaner standardization
- Higher data accuracy from day one
Who Benefits
Integration/Platform Engineering, Implementation, Data/Ops
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