Coworker

Coworker · Launch Video Breakdown: Hook, Pacing & Motion Design

Right context, right model, anywhere you work.

AI AgentsProductionSeptember 3, 2026@coworkerapp
0:00 · The Hook · Burning Cash on Token Bills
0:00 / 0:00

Scene-by-scene timeline & spoken transcript

  1. The Hook

    Burning Cash on Token Bills

    “If I ask AI for one simple update: Give me the latest on Project Alpha...”

    On screen
    Use @ for agents and people | Build Chat | Optimized | Give me the latest on Project Alpha
    Camera
    Frontal medium close-up cutting to keyboard macro, then back to wide with physical dollar bills burning and falling.
    Motion
    Floating glass UI modal over practical video, followed by floating burning dollar bill physics particles.
  2. Problem Agitation

    The Context Retrieval Tax

    “I'm Alex, CEO and co-founder of Coworker.ai. AI companies' revenues are exploding, and you know where most of that comes from: your token bill. Ask about a customer or a project, and AI is re-reading your whole company's context from scratch. Slack, email, CRM, Jira, docs... More than half of that spend isn't even in the answer, but the search for it. That's not a bug, that's actually the business model. And asking the people who sell you tokens to shrink your bill is kind of like asking an oil company to worry about your gas mileage.”

    On screen
    Alex Calder CEO and co-founder of Coworker.ai | 2023 2025 $200k $450k $800k $1m | Your token bill | What changed with the Acme account this week? | Sales Forecast Q3.xlsx | Product roadmap | Q3 Planning Doc | Financials_Q2.pdf | AI is scanning | Slack Gmail Salesforce Teams Jira Notion | 50%+ of enterprise token spend is just context retrieval
    Camera
    Alternating medium and close-up interview framing with dynamic digital graphics tracking alongside the speaker.
    Motion
    Animated line charts, kinetic document card stacks, cascading integration toggle badges, and animated kinetic typography overlays.
  3. Product Reveal

    Introducing OM2

    “So we built Organizational Memory, or OM2 for short. OM2 is an autonomous context graph that already knows about your company, so you're not paying AI every single time to relearn it.”

    On screen
    Organizational Memory | Org Me 2 | OM2 | OM2 The autonomous context graph | Nova Studio | Sarah Mitchell Product Director | Nova Website Redesign | Daniel Parker | Sophie Bennett | Ready to use | Projects | Customers | People | Problems
    Camera
    Cut from live-action studio speaker to a minimalist abstract 2D/3D camera orbit over a glowing spherical graph space.
    Motion
    Morphing pill badges transitioning into an expansive glowing orb with expanding orbital nodes, connector lines, and profile cards.
  4. Feature Teaser

    How OM2 Operates Across Tools and Models

    “Here's how it works: connect your tools through a single MCP, and OM2 learns the shape of your business—your customers, your projects, the people behind them, and the problems that they're solving. It creates an evergreen context graph assembled by specialized LLMs and ML working together to deliver extremely nuanced, permissioned, fast, and accurate retrieval. And it keeps learning on the job. It's constantly synthesizing new info. As you work, it's even converting messy tool chains into deterministic queries and then reusing them the next time. You can plug it into Claude, ChatGPT, or any open model hosted securely in the US on Coworker. Then, do your work. Now you're pulling precisely what you need, and nothing more.”

    On screen
    Here's how it works | Single MCP | OM2 | Website Redesign | Requirements.pdf | Nova Studio | Sarah Mitchell | In Progress | LLM ML | Summarize client feedback | Brand_Guidelines.fig | Nova Workspace | Marketing Team | Sprint 12 Roadmap | LLM with MCP Searching Jira... Searching Slack... Searching Github... 1-2 min | OM2 Build a QBR deck for Project Nova. Working steps > 4-5 sec saving 70% vs Opus | Opus 5 High cost | GPT Terra High cost | GLM 5.2 Lower cost | Kimi 3 Lower cost | Gemini 3.6 Lower cost | connect -> OM2 learns -> any model no lock-in
    Camera
    Smooth graphical transitions between multi-tool radial layouts, interconnected node clusters, side-by-side comparative UI screens, and model routing lists.
    Motion
    Pulsing concentric wave rings, spring-interpolated node expansion, split-screen live task simulation, and staggered list cascades.
  5. Feature Teaser

    Empirical Benchmark Results

    “Same model, same set of 100 tasks, we put OM2 to the test. With OM2, tasks used 9x less tokens and were 64% faster. Paired with Coworker's optimized model routing, those tasks became 51 times cheaper. And what's more, OM2 beat off-the-shelf MCPs on response quality 83% of the time.”

    On screen
    same model | 100 tasks | 9x less tokens | 64% faster | 51x cheaper | OM2 beat off-the-shelf MCPs 83% of the time
    Camera
    Full-bleed kinetic metric cards zooming forward, transitioning back to the founder talking head.
    Motion
    Number counters, rounded stat cards snapping on spring physics, and kinetic text framing surrounding the live subject.
  6. Call to Action

    Own Your Context

    “Unlike legacy enterprise knowledge graphs which take a couple of months to integrate, OM2 starts learning on its own the moment you connect it. Stop paying rent on your context. Start owning it. Head on over to coworker.ai, it's available today.”

    On screen
    2 months -> instantly | Stop paying rent on your context | Start owning it | Coworker.ai | Available Today
    Camera
    Founder close-up delivered straight to lens, ending on an abstract minimalist sphere canvas resolving the logo and CTA.
    Motion
    Text highlight reveal blocks, glowing radial horizon expansion, and floating node settlement around the final CTA.

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