Text to Data Products: Kaarvi’s End-to-End AI for Ingestion, Quality, and Dashboards

About this episode

Shravan Gunda discusses Kaarvi AI's innovative data platform that streamlines data management tasks using AI.

Summary  In this episode Shravan Gunda, founder and CEO of Kaarvi AI, talks about building an AI-native, agent-driven data platform designed to eliminate the janitorial work that consumes most data teams. He explores Kaarvi’s multi-agent architecture that runs queries across seven LLMs in parallel for reliability, its synthetic data generator that mirrors source schemas for quick testing, and “Hey Kaarvi” chat for text-to-SQL, text-to-transformations, and text-to-dashboard workflows. He also digs into on-prem versus SaaS deployments, domain-specialized agents for privacy and accuracy, code blocks for custom Python/SQL, and the roadmap for a marketplace and desktop assistant. Shravan highlights how Kaarvi compresses weeks of work into hours and bridges the gap between business users and data engineers by turning AI into a dependable force multiplier.  Announcements  Hello and welcome to the Data Engineering Podcast, the show about modern data management This episode is sponsored by DataDriven.io, the free data engineering interview prep platform built by data engineers for data engineers. Ever walked into a data engineering interview and gotten a question that has…

People in this episode

Host: Tobias Macey

Guest: Shravan Gunda

Topics covered

• AI
• data platform
• data engineering
• text-to-SQL
• data quality
• SaaS

Keywords

• AI-native
• data ingestion
• multi-agent architecture
• synthetic data
• text-to-dashboard
• data engineering interview

Sponsors

DataDriven.io

Mentioned in this episode

Organizations: Kaarvi AI

More episodes of Data Engineering Podcast

• Scaling Graph Analytics Without ETL: Inside PuppyGraph’s Architecture · June 1, 2026 · 54 min
• Maximizing GPU Utilization: Heterogeneous Pipelines with Ray and Kubernetes · May 6, 2026 · 59 min
• The AI-First Data Engineer: 10–50x Productivity and What Changes Next · April 7, 2026 · 59 min
• Treat Metering Like Finance: Building Data Platforms for Consumption Economics · March 29, 2026 · 50 min
• Beyond the PDF: Rowan Cockett on Reproducible, Composable Science · March 22, 2026 · 43 min
• Beyond Prompts: Practical Paths to Self‑Improving AI · March 16, 2026 · 1h 2m