Scuba, which is building a “context engine” designed to serve as a shared memory hub for human workers and AI agents, raised $34M across pre-seed and seed
Upstarts MediaAlex Konrad
Context & Ripple Effects
Scuba enters an enterprise AI category built around making work knowledge available to software agents as well as employees. In June, Jedify raised a Series A for an API-connected enterprise context graph, while Skan AI raised a Series C in August to map work through observed use of enterprise software.
The adjacent funding pattern spans data creation as well: Snorkel AI's agentic data-development funding emphasizes humans and agents jointly creating and vetting data. Scuba's $34M gives the shared-memory approach a well-funded entrant in that broader push to make organizational context usable by AI systems.
First-order effects
Scuba gains $34M across its pre-seed and seed rounds to develop a shared memory hub intended for human workers and AI agents.
Teams evaluating agent deployments gain another vendor focused on supplying the organizational context those agents need to work alongside employees.
Second-order effects
Jedify and Skan AI face a more defined comparison set for enterprise buyers seeking a context layer, increasing pressure to distinguish API-connected knowledge graphs from software-observation approaches.
Data-platform vendors such as Snorkel AI gain a clearer adjacent integration target: vetted data is more useful to agents when it can be connected to the work context in which those agents operate.
Third-order effects
If this funding pattern persists, enterprise AI stacks will treat context management as a distinct layer between fragmented knowledge sources and embedded agents, rather than as a feature inside a single application.
That architecture shifts competition toward ownership of organizational knowledge access and governance, because the same context must serve both employees and automated agents.
The trend: Enterprise AI is moving toward dedicated context layers that turn scattered workplace knowledge into shared operating memory for people and agents.
It's so fun rooting for great people. Twenty years in, @noah_weiss is still one of the most thoughtful builders and sharpest product thinkers I know. I've been on the beta for months as I build my new company. Huge congrats on the Scuba launch! https://scuba.app/
Exclusive: new startup Scuba launches today with $34M in funding and a mission to build the “context engine” for more effective teamwork using AI tools. I spoke to its ex-Slack founders, Noah Desai Weiss (@noah_weiss) and Dolapo Falola (@dolapo), about their product and work 👀
I've been secretly using @withscuba for months to diligence cos, support founders, build theses and run my household. Has been an absolute game changer for a person who takes a ton of notes & is working on too many streams at once. Go @noah_weiss and @dolapo go! So proud!!
Last year, I got a tip that Slack co-founder Stewart Butterfield was taking meetings for a new startup. I was intrigued. I asked around 👀 Turns out, @stewart was backing — and advising — a stealth startup led by his former head of product, Noah Desai Weiss (@noah_weiss). Now, a y…
I've been an early user of @withscuba to track the most important reading I need to do. A lot of signal gets washed away in the firehose of Twitter, and @withscuba is where I go to capture and preserve that signal before it disappears.
Brilliant team and super-cool product. @noah_weiss and I overlapped back in the Google Docs days. Scuba is Git for the context that lives outside the codebase.
Super excited about what @noah_weiss, @dolapo & team have been working on over the past year or so. We all know that it's never been faster for a single person to build software with AI. It's still devilishly hard to make it add up as a team. They've built https://scuba.app/ to k…
Super excited for https://scuba.app/. Frontier models know the public internet, not what makes your company unique. That's the gap @noah_weiss and @dolapo are closing with Scuba. It captures your company's context and make it a shareable asset. In beta now.
My friends and former Slackolytes (I'm not going to call any of these guys Slackers) Noah Desai Weiss and Dolapo Falola know as much as any two people …