Accel and IVP back two former Slack leaders with $34 million for a shared memory layer for AI agents
Scuba emerged from stealth with $34 million across a pre-seed led by Accel and a seed co-led by Accel and IVP. One deal backing two ex-Slack founders is thin evidence that investors are still funding shared-context layers.
The Investor · Invest desk

Key figures: Scuba's two founders have worked together for 15 years; its two rounds closed within at most 285 days of 2026, from January 1 to October 13; the rounds raised $34 million in funding.
| Figure | Value | Note | Claim |
|---|---|---|---|
| Years the two founders have worked together | 15 years | 16 | |
| Days of 2026 in which both rounds closed | 285 days, at most | January 1 to October 13 | 14 |
| Raised across two rounds | $34 million | 1 |
What happened
- BoxGroup, Conviction, Homebrew and Scribble Ventures also took part, alongside angels the release describes as founders of Slack, Instagram, Stripe, Datadog and other companies.
- Co-founder Noah Desai Weiss was Chief Product Officer at Slack, and Dolapo Falola was Head of Engineering at The Browser Company and an engineering leader at Slack and Meta.
- Teams save articles, screenshots, threads and voice notes into Scuba, which organizes them automatically and returns daily Briefings or on-demand Sessions with citations.
Why it matters
- capability Agents a team already uses can start from that team's own saved decisions instead of from answers every competitor also gets.
- exposure A layer between teams and agents depends on the agent vendors' connectors, so a native team-memory feature from any of them would compete with Scuba first.
- precedent We'd expect the next shared-context pitch to cite this round. Anyone comparing the two should look at paying teams per dollar raised.
Thesaasnews dates Scuba's founding to 2026 [7], and the Business Wire release is dated October 13, 2026 [8], so two rounds totalling $34 million closed in at most about nine and a half months [14]. An even split would put $17 million in each [15], although the release does not state the split, a valuation, revenue or customer numbers [11]. Weiss and Falola have worked together since 2011, which is 15 years across Google, Foursquare and Slack, and Scuba is their fourth stop together [6][16].
The round supports more than one reading. Investors may be paying for the product. They may be paying for the argument behind it, which the release puts as the claim that AI gives teams instant answers but their competitors get the same ones, averaged from the public internet [13] (a claim about the market, made by the seller). Or the six funds [18] and the angels from 18 companies [17] may be backing two operators for their record. In our view the third explains most of the round, because it is the only input with 15 years behind it [16] and the product is under ten months old at most [14].
The product also depends on software it does not control. Teams connect Scuba to Claude, ChatGPT, Cursor and Slack through MCP, or bring @Scuba into Slack [9]. Each of those could add team-level memory of its own, and a native feature from any one of the four would compete directly with a layer that sits between teams and agents. Slack is the odd entry on the list: Weiss was its Chief Product Officer and Falola was an engineering leader there [5].
The stated use of the money is product expansion, hiring and go-to-market, according to Thesaasnews [12].
What to watch
- Whether Scuba publishes a paying-team count or a price list. Either would be the first way to tell demand apart from founder pedigree.
- A team-level shared memory feature shipping natively in Claude, ChatGPT, Cursor or Slack.
- A follow-on round that discloses a valuation or the split between the pre-seed and the seed.
Clarity's read
What the record supports and how the coverage leans. The claims behind it follow.
Reality
- Evidence35
- Adoption
- Insufficient
- Hype gap+20
- Incentives70
- Confidence70
Claim ledger
Ranked by verification strength, evidence, and original report placement.
- [1]
Scuba, the shared context engine for teams and their agents, emerged from stealth on October 13, 2026 with $34 million in funding over two rounds.
- [2]
Accel led the pre-seed round, with IVP joining Accel to co-lead the seed round.
- [3]
BoxGroup, Conviction, Homebrew and Scribble Ventures also participated in the rounds.
- [4]
Scuba's angel investors include founders of Slack, Instagram, Stripe, LinkedIn, Salesforce, Datadog, Vanta, Harvey, Dropbox, Abridge, Duolingo, Granola, Warp, Zynga, Groupon, Coda, Opendoor and Flatiron Health.
- [5]
Noah Desai Weiss is a former Chief Product Officer at Slack; Dolapo Falola is a former Head of Engineering at The Browser Company and an engineering leader at Slack and Meta.
- [6]
The two founders have built together since 2011, from Google to Foursquare to Slack, and Scuba is their fourth tour together.
- [7]
Scuba was founded in 2026 by Noah Desai Weiss and Dolapo Falola.
- [8]
The Scuba funding release is dated New York, October 13, 2026.
- [9]
Teams connect Scuba to Claude, ChatGPT, Cursor and Slack through MCP, or bring @Scuba into Slack.
- [10]
Teams can save articles, screenshots, docs, videos, threads, texts and voice notes from their browser, any app or their agents; Scuba organizes them automatically and surfaces trends and conflicts through daily Briefings or on-demand Sessions, with citations.
- [11]
The release does not state the split between the pre-seed and seed rounds, a valuation, revenue or customer numbers.
- [12]
Scuba plans to use the new capital to accelerate product expansion, increase hiring and support go-to-market initiatives.
- [13]
The release argues that AI gives teams instant answers but their competitors get the same ones, averaged from the public internet.
- [14]
Two rounds totalling $34 million closed in at most about nine and a half months of 2026 (285 days, roughly 9.4 months, from January 1 to October 13).
- [15]
An even split of $34 million across two rounds would be $17 million each.
- [16]
The founders have worked together for 15 years.
- [17]
The named angel investors are founders of 18 companies.
- [18]
Six funds are named across the two rounds.
Get this ledger inside ChatGPT. Ask about any of our stories and the answer brings its figure, each claim’s verdict and the sources. Free, no account.
Sources
2 independent publishers whose own reporting we read for this story.
- finance.yahoo.comScuba Emerges from Stealth with $34M to Build the Shared Context Engine for Teams and Their Agents
1 article · October 13, 2026
- thesaasnews.comScuba Raises $34M Pre-seed, Seed
1 article · October 14, 2026
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Topics
- AI AgentsFollow
- Model Context ProtocolFollow
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