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crewcontext

The skills, memory, and agents you’ve built for yourself — now your whole team can use them.

Stop rebuilding. Stop repeating.

Jason Wilbur·Founder & CEO·hello@crewcontext.ai
crewcontextProblem

Every IC is quietly building their own AI workflows.
None of it is shared.

A typical Tuesday

Maria spends 20 minutes teaching ChatGPT her brand voice.For the fourth time this month.

Across the hall, Jeff already has a perfect skill for it. They will never know about each other’s work — until one of them quits, and it leaves with them.

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crewcontextSolution

A team layer for AI.

One person’s skills, memory, and agents become available to everyone — automatically, before a single token is spent.

Shared Memory

What one teammate learns becomes context every future chat pulls from.

Shared Skills

Named, repeatable workflows any teammate can run.

Shared Agents

Custom agents one person builds, usable by the team with team context loaded.

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crewcontextProduct

Chat that’s aware of everything the team has already built.

Before responding, crewcontext checks your team’s shared skills, memory, and agents — and surfaces a match if one exists.

  • Team-scoped from day 1. Not bolted on.
  • Model-neutral: Claude, GPT, Gemini.
  • Skills, agents, and MCPs surfaced proactively.
  • Audit log of who authored what, when.
crewcontext · new chat
Pulling recent team skills and MCPs…
Found a skill that specializes in this requestQuarterly Sales Forecast · authored by Jeff Gilly
Responding with team context loaded…
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crewcontextThe wow moment

Before you spend a single token

crewcontext checks if a teammate already solved this.

Found skill: Quarterly Sales Forecast· authored by Jeff Gilly

Frontier labs have made each individual 10× faster. We’re what makes the team 10× faster.

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crewcontextWhy now

AI made individuals 10× faster.
Teams haven’t caught up.

2022–24

Mainstream AI

ChatGPT, Claude, Gemini cross the chasm. Every knowledge worker becomes an AI user.

2024–26

Personal AI infra

Every IC now has prompts, custom GPTs, skills, MCPs. Personal productivity is solved.

2026

The team gap

None of that work is shared. Companies still pay 10× for parallel reinvention.

Frontier labs haven’t built this. ChatGPT Team and Claude for Work treat sharing as an admin afterthought. Crewcontext is built for the team from day 1.

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crewcontextMarket

Anyone paying for ChatGPT Team or Claude for Work
is a crewcontext customer.

$20B+

Projected enterprise AI seat spend by 2027

TBD: refine from public OpenAI / Anthropic disclosures

~200M

Weekly active AI users today

OpenAI Oct 2024 disclosure

$25–35

Per-seat / month, our target ACV

Priced below ChatGPT Team at $30/seat

Bottom-up wedge: 5–50 person knowledge teams. Marketing, sales, ops, legal, dev. Top-down expansion as teams compound shared skills.

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crewcontextCompetition

Everyone built single-player.
We built multiplayer.

ProductTeam-first?Model-neutral?Proactive surfacing?
ChatGPT Team No No No
Claude for Work No No No
GleanSearch-first, not workflow-first Yes Yes No
You.com Teams No Yes No
crewcontext Yes Yes Yes

Frontier labs are racing to make the model better. We’re racing to make the team better.

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crewcontextBusiness model

Per-seat, with usage-based overages.

Solo

Free

To bring your skills.

  • Personal memory
  • Personal skills
  • 1 model

Team

$29

per seat / mo

  • Shared memory + skills
  • Shared agents
  • Audit log
  • All major models

Scale

TBD

annual contract

  • SSO, SCIM, audit
  • On-prem embeddings
  • Usage-based AI overages
  • Priority support

Margin model: ~70% gross at scale, after prompt-cache amortization and pgvector retrieval. TBD: validate with 10 paying teams.

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crewcontextTraction

Pre-launch. Building in public.

Landing page live. Waitlist open. First paying design partner conversations in progress.

1 day

From idea to live landing page

crewcontext.ai shipped

TBD

Waitlist signups

updated weekly

TBD

Design-partner LOIs

target: 3 by week 4

Velocity, not vanity. Founder has shipped 28 iOS apps and 80+ web properties solo — see next slide.

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crewcontextTeam

Founder who ships.

Jason Wilbur

Founder & CEO

ATP pilot, USAF C-17. TS/SCI cleared. 20 years building software. Operator who ships.

  • 28 Flutter iOS apps shipped — solo, end-to-end
  • 80+ WordPress / SaaS properties in active portfolio
  • Daily user of Claude, ChatGPT, Cursor — feels the team gap every day
  • Aviation background: instinct for checklists, briefings, crew coordination — the exact mental model the product borrows
  • Hiring: founding engineer (full-stack, retrieval), founding designer
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crewcontext

Raising a pre-seed round.

Capital to hire a founding engineer + designer, ship the private beta, and land the first 25 paying teams in 6 months.

Round

Pre-seed

TBD final size

Use of funds

People + GPU

2 hires, 12-mo runway

Milestone

25 paying teams

by month 6

Let’s talk.hello@crewcontext.aicrewcontext.ai