VP of Data — Architecture & Reliability
Plugging ChatGPT into your database is not enough.
Homegrown Text-to-SQL solutions hallucinate. ThoughtSpot requires endless manual modeling. Myriade auto-generates data models and guarantees reliability.
The mirage of AI 'connected to data'
Under pressure to integrate AI, your team tried connecting an LLM directly to the database. Result: hallucinations, inability to handle peaks, misunderstood data models, and business teams no longer trust the numbers.
Hallucinations: the LLM doesn't understand your data model and generates incorrect SQL. Numbers are wrong without anyone knowing.
No peak management: homegrown Text-to-SQL can't handle sudden load spikes (month-end closes, campaigns, quarter-ends).
Endless manual modeling: ThoughtSpot requires massive upfront modeling for each new data source.
Costly maintenance: the 'build in-house' project ties up 2-3 full-time engineers for a fragile result.
Myriade vs ThoughtSpot / Build in-house (Text-to-SQL)
Why VP Data choose Myriade
Why teams choose Myriade
Zero hallucination through governance
Myriade's semantic layer ensures every AI query is faithful to your data model. Metrics are defined once and respected everywhere.
Automatic dbt model generation
AI generates data models to reconcile your operational, financial, and business flows — without writing every line of code manually.
Real-time architecture
Designed to handle load spikes (month-end closes, campaigns, seasonal peaks) with intelligent semantic caching and robust architecture.
Frequently Asked Questions
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