# Scuba raises $34M to build a shared context engine for AI teams

Digest AI · Enterprise & Industry · published 2026-10-13T15:10:55Z

Canonical: https://digestai.news/story/scuba-raises-34m-to-build-a-shared-context-engine-for-ai-teams

## Summary

Scuba, founded by former Slack leaders Noah Desai Weiss and Dolapo Falola, has raised $34 million across pre-seed and seed rounds. The startup aims to solve a growing pain point in AI-driven work: **context fragmentation**. Teams using AI agents and assistants often lack a shared memory hub to align on goals, decisions, and artifacts like articles, videos, or meeting notes.

Scuba’s product, called a *context engine*, lets users capture and organize information into **Collections**—searchable, interactive hubs shared across teams. It integrates with tools like ChatGPT, Claude, and Slack via MCP connectors. Early adopters, including Slack co-founders Stewart Butterfield and Cal Henderson, use it to replace messy shared drives or ad-hoc chats. The team of 10 plans to expand access before pricing, citing high AI model costs. Backers include Accel, IVP, and investors from Stripe, LinkedIn, and Salesforce.

## Key points

- Scuba raised $34M in pre-seed and seed rounds, led by Accel and IVP, with backers like Slack’s Butterfield and Stripe’s Collison
- Product captures web artifacts into searchable Collections, shared across teams and AI tools like ChatGPT and Claude
- Founders aim to prove value by letting users test it on complex projects before pricing, citing high AI costs as a hurdle

## Why it matters

Scuba targets a critical gap in AI workflows: teams struggle to share context efficiently. If it succeeds, it could become a standard for aligning human and AI collaboration, reducing misalignment in product development and customer work.

## Sources

1. [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](https://upstartsmedia.com/p/exclusive-slack-alums-launch-scuba) (upstartsmedia.com, 2026-10-13)

## Cite

Digest AI, "Scuba raises $34M to build a shared context engine for AI teams", 13 October 2026, https://digestai.news/story/scuba-raises-34m-to-build-a-shared-context-engine-for-ai-teams

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