Home Speakers Ali Ghodsi Quote We're moving from a world where data professionals are assisted by AI to one where AI agents do the work, guided by humans. We are calling this Agentic Data Work. It will fundamentally change how enterprises make decisions.
Words found on the source page on Nov 6, 2026.
More from Ali Ghodsi Press Databricks surpasses $7B revenue run-rate (Databricks press release) Aug 13, 2026
Enterprises don't just want AI that talks. They want agents working across their business that remember context, deliver accurate answers, and execute work without blowing through their budgets... Press Databricks strategic funding round (Databricks press release) Jul 16, 2026
Enterprises are moving from tokenmaxxing to valuemaxxing. Press Databricks launches Genie One (Databricks press release) Jun 16, 2026
If you're a CFO and AI can't tell you why margins changed, or you're a sales leader, and it can't find your next upsell, that's not an AI problem, that's a context problem. Press Databricks launches Genie One (Databricks press release) Jun 16, 2026
Most enterprise AI today is just guessing with false confidence. That is not good enough for business... Press Databricks launches LTAP (Databricks press release) Jun 16, 2026
Then agents arrived. In a matter of months, organizations effectively doubled their workforce, just not with humans. Agents write code, make calls, and run loops at a pace human teams never could. Press Databricks launches Lakewatch (Databricks press release) Mar 24, 2026
Security teams can no longer rely on manual workflows to outpace AI-driven attacks... Blog A New Era of Databases: Lakebase (co-authored) Jun 12, 2025
Every piece of software in the world, every application, every workflow, every AI-generated line of code ultimately depends on a database underneath. Along the way, we’ve completely reinvented how applications are built, but the underlying databases have changed very little since the 1980s. Press Databricks launches Free Edition (Databricks press release) Jun 11, 2025
With the right investment and the right tools, we will see more AI innovation in this next generation than all previous generations combined. Press Databricks agrees to acquire Neon (Databricks press release) May 14, 2025
Neon proves it: four out of every five databases on their platform are spun up by code, not humans.
On the same topics Blog Will agents have network effects? Oct 6, 2026
If the content creation loop works for agentic virality, I think it means there’s a big incentive for every agent to volunteer to make visually-appealing, shareable content, do this often. Blog Thinking in Systems, Shipping in Loops Sep 24, 2026
This is the new software engineering: designing the systems that let AI write code correctly at scale. Talk Speech at the UN Security Council Sep 23, 2026
I address you today at a moment of global awakening: in recent months, AI agents developed by leading companies have acted in unacceptably dangerous ways, against instructions. Blog Frontier Overhangs Sep 21, 2026
Once you have put all of your information into a personal agent and actually incorporated it into your day-to-day life, it is much more of a challenge to change to something else. Blog Frontier Overhangs Sep 21, 2026
Truly effective defense will mean truly trusting agents to act autonomously, but most companies won’t do that until they are forced to by regular and unremitting hacks by fully autonomous attackers. Blog Frontier Overhangs Sep 21, 2026
What this means is that model performance isn’t the only thing that matters: the integration between model and harness is where true agent differentiation is found. About this quote 
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