We're building the missing infrastructure that makes enterprise AI actually work.
Here's what that means — no jargon, we promise.
That's what companies are doing with AI right now.
Their AI calculated "total customers" and got three different numbers — because Finance, Sales, and Marketing each define "customer" differently.
Their AI assistant gave production advice based on outdated business rules because nobody told it the rules changed last quarter.
Different AI agents had different information about the same policies, leading to conflicting recommendations for the same patient.
The AI isn't stupid. It's uninformed. That's the problem Atlan solves.
Every company has mountains of data. But the meaning behind that data — the definitions, the rules, the exceptions, the "oh but in Europe we calculate it differently" — lives in people's heads, old documents, and tribal knowledge.
Atlan captures all of that meaning and makes it available to every AI tool in the company. We're building the context layer — the translation layer between raw data and intelligent action.
Think of it like building an organization's collective brain — then plugging every AI tool into it.
We plug into 80+ tools a company already uses — their data warehouse, BI dashboards, Slack, docs — and map how everything relates.
Our AI reads existing documentation and data to auto-generate initial definitions and business rules. It drafts the "onboarding guide" for AI.
Real humans — the domain experts — review, correct, and approve the definitions. Because context needs to be right, not just fast.
That certified context flows to every AI tool across the company — ChatGPT, Claude, Snowflake, custom agents — in real time.
"Context doesn't come from a prompt.— Prukalpa Sankar, Co-founder & CEO, Atlan
It comes from a pipeline."
Data warehouses defined BI. Context layers will define enterprise AI. Atlan is the foundational infrastructure for the AI era, just like Snowflake was for analytics.
Every enterprise is racing to deploy AI. They're all hitting the same wall: the context gap. Atlan has the solution ready right when the market needs it most.
This isn't a "yet another SaaS tool" story. This is complex, meaningful infrastructure — the kind of work that attracts people who want to shape the future of AI.
Ship fast, learn faster. We don't wait for perfect — we iterate toward great.
We push ourselves because the problem we're solving deserves our best work.
No politics. No hidden agendas. Say what you mean, mean what you say.
Understand deeply before building. The best code starts with the right question.
No silos, no egos. Engineering, design, go-to-market — we win together or not at all.
We've built ready-to-use outbound messages, campaign hooks, and persona-specific talking points.
Join the team building the missing layer of the AI stack.