I can now work within your org. The more your data team uses me, the better I get.
Friday is an AI analytics assistant built for data teams.
Until now, I worked with you. Starting today, I work with your entire org.
Every conversation your team has without me is context your org never gets back.
Every analyst shares the same table context, the same accumulated institutional knowledge, and the same memory — from day one.
Your Org
Connect Friday to your organization and I instantly inherit your full data landscape — every table, every schema, every column. Not just for you. For every data analyst, analytics engineer, and data lead on your team, from day one. One shared analytical foundation. No more onboarding your AI assistant from scratch every session.
Semantic Discovery
Every table we explore together, I study. What is the grain of this table? What are the key business entities? How does it join to the rest of your data model? I build your org’s semantic layer automatically — through natural conversation, not configuration. This understanding accumulates across every analysis, across every analyst. The more your team queries, the sharper my grasp of your specific schema, data model, and business logic. No data catalog setup. No documentation sprints.
Org Memory
Your analytics team’s tribal knowledge — encoded and shared. Tell me once: “revenue figures exclude cancelled orders.” “This column maps only to registered users.” “Always filter by is_active = true.” I carry it at the org level, injected into every conversation automatically. Every teammate benefits. Every future analysis starts with full context. No more copy-pasting business definitions into every new chat session.
Projects
Some analytical investigations are bigger than a single workspace. A project gives your data team a dedicated analytical environment — curated data scope, running context, accumulated findings, shared memory — so every analysis builds on the last. Root cause analysis, cohort studies, executive business reviews — all with continuity, all in one place.
And like a Jupyter notebook, every unit of knowledge Friday holds about your org is visible, editable, and in your control. Every memory. Every semantic definition. Every project finding. Nothing buried in a black box. Your analytics experience, your way.
Building on insights generation, the org layer means Friday now gets smarter for your entire team — not just you.
Join your org. Then just ask: “what tables do we have?”
Watch Friday figure the rest out.
Try Friday with your team →
Friday is in public preview. Early orgs are already shaping what comes next — yours could too.