Why Agentic AI Breaks the Modern Data Stack
Eon founders Ofir Ehrlich and Gonen Stein explain why agentic AI makes manual ETL pipelines obsolete and how autonomous ingestion replaces them.
Rethinking Legacy Data Infrastructure with Eon Co-Founders Ofir Ehrlich and Gonen Stein
Eon co-founders Ofir Ehrlich and Gonen Stein join Elad Gil to discuss how the rise of AI is transforming backup and disaster recovery into an active data foundation. They explore the increasing monetary value of enterprise datasets, the emergence of non-human identity security threats, and why the velocity of AI adoption far outpaces the previous cloud migration era.
Key takeaways
- Point-to-point ETL pipelines built on tools like Fivetran and dbt were designed for static human queries, not dynamic agent workloads. Read more →
- Cloud migration took a decade because infrastructure felt abstract to leadership; generative AI adoption moves at breakneck speed because boards experienced ChatGPT firsthand. Read more →
- Enterprise AI adoption stalls because internal training data sits trapped across twenty years of disconnected databases and unmapped cloud storage. Read more →
- Google paid $10 million for Spirit Airlines' enterprise data during bankruptcy proceedings, leaving the airplanes behind. Read more →
- Autonomous agents hold legitimate credentials: AI workers operate with valid permissions, meaning malicious activity looks identical to authorized work. Read more →
5 articles from this episode
Why Enterprise AI Deployments Demand Forward Deployed Engineers
Eon co-founders Ofir Ehrlich and Gonen Stein explain why enterprise AI adoption moves faster than cloud migration and requires forward deployed engineers.
Stop Querying Live Databases for Enterprise AI
Eon co-founders Ofir Ehrlich and Gonen Stein explain why training enterprise AI agents on backup data solves privacy and production risks.
Why Google Spent $10M on Bankrupt Airline Data
Google bought Spirit Airlines data for $10M. Here is why AI labs are buying bankrupt corporate records instead of physical assets.
Why Autonomous AI Agents Break Traditional Enterprise Security
Eon founders Gonen Stein and Ofir Ehrlich explain why autonomous agents and non-human identities make enterprise data recovery urgent.
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