Tailored talking points for screening calls, intake meetings, and candidate conversations. Jump to the persona you need.
"Companies are spending trillions on AI that doesn't work because it doesn't understand the business. Atlan builds the infrastructure layer — the context layer — that gives AI that understanding. We're defining a new category, like Snowflake did for data warehousing."
"AI fails in production because it doesn't understand business context — definitions, rules, exceptions. We build the product that captures that context and makes it available to every AI tool. Think of it as the operating system for enterprise AI's understanding of the business."
"We build the graph infrastructure that captures how a company's data, rules, and relationships connect — then serve that context to AI agents in real-time. Think knowledge graphs + real-time APIs + 80 system integrations at enterprise scale."
"We make the most complex data relationships in the world feel simple. Our product visualises how an entire company's data connects — and lets domain experts annotate, approve, and manage that knowledge. Enterprise infra where frontend craft genuinely matters."
"You'd own features end-to-end: from the knowledge graph APIs that serve context to AI agents, to the collaborative interfaces where domain experts certify business definitions. Full-stack in the truest sense, on infrastructure that matters."
"We build the platform that runs the context layer — multi-tenant, enterprise-grade, serving millions of context queries daily with Fortune 500 reliability requirements. Graph databases, vector stores, real-time APIs, all at scale."
"We're building the infrastructure that makes AI actually work in enterprises. Context engineering — extracting, storing, and serving business meaning to AI at inference time. This is the layer between the data stack and AI agents. Models are commoditising; context is the differentiator."
"We're designing the interfaces for a new category of software — one where humans and AI collaborate on understanding an organisation's data. It's complex, novel, and the patterns don't exist yet. You'd help define them."
"You'd be selling the fix for why enterprise AI doesn't work. Every company deploying AI is hitting the same wall — the AI doesn't understand the business. We're the solution, with Gartner validation and Fortune 500 logos already."
"Customer Success at Atlan is deeply strategic. You'd help Fortune 500 companies map their business context, design governance workflows, and ensure their AI investments actually deliver ROI. This is consulting-level work, not reactive support."
"You'd be the technical expert helping enterprise data teams integrate and use the context layer. This means deep knowledge of data stacks, real debugging, and working with some of the most sophisticated data teams in the world."
"This is marketing at its most strategic — you're not promoting features, you're teaching the market a new way to think about AI. Category creation with a strong existing foundation (Gartner Leader, Fortune 500 customers, 44+ content pieces already)."
"Atlan is a Gartner Leader building the infrastructure layer for enterprise AI. Finance here means shaping the economics of a new category — pricing, unit economics, and strategic planning during a critical growth phase."
"We're building the people function for a company that's defining a new AI infrastructure category. That means hiring world-class talent into a category most people haven't heard of yet, building culture at scale, and creating programs that retain top performers in the hottest talent market ever."
"TA at Atlan means selling a genuine mission to top-tier talent. You have Gartner validation, Fortune 500 logos, and a problem (making AI work) that everyone in tech cares about. The pitch practically writes itself — but the execution is where great recruiters shine."
"Operations at a growth-stage, category-defining company means building the operating model from the ground up — sales ops, go-to-market operations, cross-functional processes — while the company scales with Fortune 500 customers."
"AI governance is the hottest area in legal right now, and we're at the centre of it. Our product governs how AI systems access business context — which means data privacy, access control, and compliance are core to what we build, not afterthoughts."