Team-Brain

Product assessment and a path to a 1BLN acquisition

02The opportunity

In October 2026, AI can do anything.

And we still type a lot. We copy things from one place to another.

What teams lack: shared context, connected tools, access control. Lack of a perfect AI alignment on goals, style, execution.

03A 12B category benchmark

12B is my benchmark; the listed estimates sum to 10.38B. Monday and Asana report revenue, not ARR.

04Assessment of the product

1. Powerful

The video you shared showed examples that felt powerful and complex, particularly virtual machines, access control, and reminders.

  • Agents
  • Create agents
  • OpenAI subscription
  • Grok subscription
  • Virtual machines
  • Websites
  • CRM integration
  • Access control
  • Reminders

2. Complex, but copyable

Within five hours, I replicated approximately 25% of the product (cortex.kucherbaev.com/roadmap).

My assessment: the product could be copied in under 10 weeks.

3. Technical vs non-technical

The product feels very technical. For a non-technical person, the terminology and the flow are hard to follow: for example the difference between an AI project and a project, or what virtual machines are for.

These could stay implicit, as in the Grok bot. Intuitiveness should come from the product, not from explanation.

4. Adoption is the product

The product is complex, and onboarding is not guided.

It reminds me of David Allen's Getting Things Done: value comes not only from the system, but from adopting it.

Hypothesis. Organised and diligent users will benefit first. They will keep returning to the product rather than reverting to external tools.

Analogy. Jira is powerful; many people prefer Trello.

05Competition

CompanyReal competitor to Team-Brain?Threat
ChatGPT SpacesYes. A shared space where a team, ChatGPT, and a company assistant build on shared knowledge. For Pro, Business, and Enterprise plans.IT Brief, 2 Oct 2026Very highOpenAI brand and distribution.
GBrainYes. The closest competitor: same buyer, same pricing model, cheaper.High
DustYes, for teams of 50+.High
BureauYes, particularly for creative and marketing agencies: shared context, team agents, client channels, and connected tools.Founder: RenatoHigh within agenciesBroader threat unproven.
PaperclipPartly: agent operations, not a workspace.MediumVery high for TheArtel.
SuperhumanPartly: an AI layer over existing tools.Medium
Atlassian RovoOnly for teams already on Atlassian.LowSets a price ceiling.
Microsoft LoopOnly for teams already on Microsoft 365.LowSets a price ceiling.
AnytypeNo: a privacy-first notes app.Low as a productA potential conflict for s16vc.
Bureau, from getbureau.app: people and agents in one client thread. Founded by Renato.

06Superpower formula

ComponentCopyabilityNow
Superpower
=Tools & InfrastructureCopyabilityCopyableNowThere
+Memory & ContextCopyabilityHarder, but copyableNowThere
+AI & Team AlignmentCopyabilityHarder, but copyableNowNot much there
+Clean, Simple UI & DesignCopyabilityEasy to copyNowDesign & Brand: not much there
+PartnershipsCopyabilityNot copyable in the same way

Design & Brand priorities

  • Design for tired, anxious, busy people. Make the product less intimidating.
  • Optimise for people in their 20s.
  • Repeat the same message about our belief consistently, for example one of the offers.

Partnership priorities

  • Rely on the s16vc and Antler portfolios as potential clients.
  • Rely on the s16vc network as potential clients.
  • Build a ladder of partner credibility.

07Value proposition

The offer is currently absent.

"Everything app" positioning works once a person understands the tool and trusts the company behind it.

It is convenient for the person who built it. It is not necessarily the strongest offer for distribution.

Pay less than you pay today.

Stop paying for Notion, Google Workspace, and several AI subscriptions.

Have 100% of your work context visible to AI.

Make AI collaborative.

Your job is to build relationships with other people. AI does all the information-moving work.

08Pricing

Open source
€0self-hosted
Growth
No barrier; developers spread it and answer the "free alternative" risk.
Money
None directly; a funnel to paid.
Free hosted workspace
€0own AI keys
Growth
Any team starts in one click.
Money
None until usage grows.
Founding workspace
€990once, lifetime, first 500
Growth
A launch spike and early advocates.
Money
Up-front cash, up to €495K if all 500 sell.
Workspace
€99per month, flat
Growth
Unlimited members and guests, so adding the whole company costs nothing extra.
Money
The recurring base.
Usage
+20%on hosted AI and VM hours, at cost
Growth
No cap on agents or runs.
Money
Scales with work delegated, not headcount.
Private deployment
€75K+per year
Growth
Little.
Money
Large contracts. Customer cloud or on-prem, open-weight models, SSO, audit log, SLA.
  • Charge per workspace, never per seat.
  • Leave room for rocket growth.
  • Eventually, make money.
  • Pricing can stay independent of the offer.

09Domino effect

Step NAtlassianNotionOpenAIAnthropic💰 One of them acquires Team-Brain for 1BLN.
N-1OnboardBooking.comAdyenKlarnaUnlocks: Thousands of seats, enterprise procurement and security passed, and logos the acquirers' sales teams chase.
N-2OnboardElevenLabsFramerMollieUnlocks: The leading AI-native and design-led teams run on it, plus a regulated fintech that passed a security review.
N-3OnboardTallyGranolaPeec.aiUnlocks: Endorsement from tools our audience already loves. Opens integrations and joint marketing.
N-4OnboardtldrawSuperlistTeenage EngineeringUnlocks: Credibility with design-led product teams, the people who judge tools for others.
N-5OnboardTebiHomerunMoneybirdUnlocks: Recognisable Dutch scale-up logos. References for other European scale-ups.
N-6OnboardNenoPromptwatchSOUSUnlocks: First named case studies. Proof that teams beyond the founders adopt it.
N-7Onboard early-stage startups fromAntler communitys16vc communityCoworking communityUnlocks: Volume of usage and feedback. Finds the ICP, the value proposition, and the channel.

10Why this project will fail?

An alternative wins

  1. A free alternative.

    Fully open source, hosted or self-hosted.

  2. A better brand.

    Anthropic, OpenAI, or X builds something similar.

  3. More aggressive marketing.
  4. Less friction.
  5. More virality.

The product does not win

  1. Not evidently superior to a collection of existing tools.
  2. Not superior to a Claude Code and Notion set-up.
  3. Teams try it, then return to their existing tools.

    Adoption, not capability, is the bottleneck.

We, or the world, change the game

  1. Poor execution by the team.
  2. All software becomes obsolete.

    AI generates everything on the fly, connected everywhere and present in people's lives through a wearable device.

11Resources: about €1M for the year

About €500K on people and about €500K on marketing. Approximate.

People

~€500K
The existing team comes first. As far as I understand, 2 to 3 people already work on the project. I do not know their commitments or salaries. I assume they are the priority to keep.
  1. Product designer. Makes Team-Brain the most intuitive, fastest to onboard, and most pleasant tool to use.
  2. Infra engineer. Makes sure that while we keep vibecoding and making mistakes, user data is never lost, and that a company with 100M ARR can onboard and trust us.
  3. Sales engineer, forward deployed. Embedded in the top 2 to 3 companies on the ladder, so their needs are heard and built into the product.

Marketing

~€500K
  • Paid ads380KLinkedIn, Google, and Meta. Small tests in Q1 and Q2, then scale the channel with the best cost per activated team.
  • Reserve120KDecided after Q2: more paid ads on what works, or a 4th hire.
Part of the team's work, no budget
  • Webinars
  • Workshops
  • Product Hunt launches
  • Social media
Q1 20KQ2 60KQ3 100KQ4 200K

Paid ads by month: 380K planned by quarter; the 120K reserve is decided after Q2. Learn from the marketing of Viktor.com.

12How we find the answers

One test per question. The rule for picking the winner is set before the data comes in.

QuestionWe testWe pick
Who is our ICP?Onboard teams from 3+ segmentsThe segment that is still active in week 4
What is our value proposition?4 landing pages, one per offerThe offer with the most sign-ups
What is our scalable channel?Ads, webinars, messages, and intros in parallelThe lowest cost per active team that can grow 10x

1390-day plan

Every task is an input I control. Outcomes are expectations, listed separately.

Weeks 1 to 2

Set up

Weeks 3 to 4

Test the offers

Weeks 5 to 8

Onboard N-7

Weeks 9 to 12

Reach N-6, touch N-5

Inputs over 90 days

375personal messages
9webinars
35onboarding slots
30posts
€14Kpaid ad tests, within the Q1 budget
12warm intro requests

Expected, not controlled

  • About 40 founder calls, assuming a 10% reply rate.
  • 15 to 25 N-7 teams onboarded.
  • 1 to 2 N-6 pilots.
  • 1 first N-5 conversation.

Success

  • +
  • +

Worst case, we build the workspace we wanted to use anyway.

Best case, покутим на миллиард 🎉

15Immediate next steps

  1. Friday16 Oct

    Meet the developers

    Discuss the stack. Get access to GitHub, the major tools, the roadmaps, and the deployment infrastructure.

  2. Wednesday21 Oct

    Discuss the 90-day plan

  3. Friday23 Oct

    Finalise the 90-day plan and the pitch for investment