The story
Traderiser lets non-technical teams query data in plain English. It turns questions into SQL across PostgreSQL, MySQL and MSSQL, runs them, and gets smarter with every piece of feedback.
The brief
Only people who knew SQL could get answers from the data, so business teams waited on analysts for even simple questions.
~70%accuracy at launch, improving with use
What we delivered.
01
Natural language to SQL
Hybrid NLP and deep learning to understand intent and map it to the schema.
02
Central warehouse
Google BigQuery so one system can query many databases.
03
Feedback loop
User feedback continuously improves query accuracy.
PythonDjangoNLPGoogle BigQueryGCP + IAM
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