01
Edge Ingestion
Module 1 & 2
Streams mobile banking location telemetry into local edge nodes.
Use Case 10 · Banking, Finance & Insurance
Sovereign Edge Credit Offer Personalization
Zero-trust, location-based loan offer personalization using local edge scrubbing.
Customer need & pain point
The problem this replaces.
- Strict KVKK/GDPR regulatory rules block cross-border cloud processing of customer financial records.
Step-by-step execution
How the engine executes it.
02
Edge Scrubbing
Module 1 & 2
Layer 2 NER agent scrubs all PII (national IDs, names) and replaces them with cryptographic hashes.
03
Model Processing
Module 1
Anonymized financial profiles route to internal local LLMs to match pre-approved credit limits.
04
Agentic Action
Module 4
Pushes personalized, location-based loan offers directly to mobile app UI.
Quantifiable ROI & impact
What changes commercially.
- 3.8x loan uptake conversion lift
- 100% regulatory compliance.
The “aha” moment
“Traffelo AI unlocked real-time credit personalization without moving a single byte of customer PII outside our data center.”