SSyntha
In productionjsonlparquet

Gulf Dialect Support

Support conversations in Emirati, Kuwaiti, Qatari and Bahraini dialects.

40,000
rows
4
dimensions
2
formats
22
checks

Overview

The Saudi recipe extended across the Gulf: the same sectors and the same quality gate, retargeted at four more dialects with their own marker sets, agent registers and contamination rules.

conversations
~40,000
dialects
4
sectors
4
format
JSONL

Inspection report

22 / 22
✓Turn count bounds✓Role alternation✓Minimum turn length✓No adjacent duplicates✓Every turn has content✓Levantine contamination✓Robotic support phrasing✓English inside dialogue✓Caricatured dialect✓Injected amount present✓Reference number present✓Brand named by agent✓Agent introduces itself✓Agent name not pre-known✓Sector vocabulary✓Sector-fit resolution✓Dialect hospitality marker✓Forbidden dialect slang✓Brand capability match✓Verification before resolution✓Dialect marker frequency✓Hospitality phrase repetition

Other datasets

50,000jsonlSaudi Arabic Customer Support$29911,000jsonlArabic Per-Turn IntentIn production15,000jsonlArabic Tool-Use TracesIn production