3
Transform Rules
✦ Auto-generated
97%
Avg Confidence
✦ Claude Sonnet 4.6
1
Integration Pairs
SAP → Salesforce
0
Rule Conflicts
✓ Clean
✦ Saved Transform Rules
1
WAERS → CurrencyIsoCode
98%
WAERS.strip() → CurrencyIsoCode # trim trailing space
2
ERDAT → CreatedDate
96%
datetime.strptime(ERDAT,"%d-%m-%Y").isoformat()+"Z" → CreatedDate
3
VKORG → SalesOrg__c
97%
str(VKORG) → SalesOrg__c # int to string cast
📊 Confidence Scores
WAERS→trim98%
VKORG→str97%
ERDAT→ISO96%
✦ How RAG Works in dcAI
1. Failure occurs — Claude detects field mismatch
2. Rule generated — fix saved here with confidence score
3. Next failure — RAG retrieves similar past rules
4. Claude reasons — uses past fixes as context
5. Prevention — same fault blocked before it hits target
Result: platform gets smarter with every integration run.
2. Rule generated — fix saved here with confidence score
3. Next failure — RAG retrieves similar past rules
4. Claude reasons — uses past fixes as context
5. Prevention — same fault blocked before it hits target
Result: platform gets smarter with every integration run.