START WITH ONE WORKFLOW — GIVE AI THE CONTEXT IT IS MISSING
    Penumbra

    RESEARCH PREVIEW

    Use Penumbra on real work now.

    Research preview gives you access to the live platform and a direct loop with the team as new product surfaces harden around real workflows.

    Individual preview

    Put Penumbra into your own work.

    For founders, operators, researchers, and builders who want access to the live platform and a direct loop with the team as new surfaces harden around real work.

    • Personal access to the live platform
    • New product surfaces as they ship
    • MCP-oriented knowledge workflows
    • Direct feedback loop into the roadmap

    Firm cohort

    Turn one method slice into a working system.

    For boutiques and service firms where expertise, review standards, and delivery method are the thing that must scale without getting diluted.

    • Hands-on mapping of the first method slice
    • Expert review standards made explicit
    • Workflow surface scoped around real delivery
    • Founding-cohort commercial terms

    Platform preview

    Build agents against a real domain model.

    For builders who need the domain model to become tools, memory, APIs, extraction, provenance, and review instead of another prompt layer.

    • Shape-driven domain modeling
    • Generated tools, APIs, and memory surfaces
    • Builder sessions around one real agent workflow
    • Early access to platform primitives

    INDIVIDUAL ACCESS

    Live access to Penumbra, with a closer loop.

    Individual access is the fastest way to become a Penumbra user today. You get the live system, new surfaces as they ship, and a direct path to shape what becomes durable.

    Founding preview

    $30/ month

    Billed monthly after the trial

    • 14-day free trial for individual preview access
    • Research preview rate locked while the preview is active
    • Access to live Penumbra product surfaces
    • Early MCP and AI-workflow capability as it ships
    • Direct line to the team for feedback and setup questions
    Start 14-day trial

    Larger team, firm, and builder deployments start with a working session so we can scope the right slice instead of pretending one flat plan fits every ontology.

    HOW TO THINK ABOUT THE PREVIEW

    The platform is live

    You get working Penumbra surfaces today, with a closer loop as we harden the product around real workflows.

    The domain context is the throughline

    Interfaces will evolve without losing the work because the durable asset is the domain context behind them: objects, rules, standards, and provenance.

    You help shape what hardens

    The best preview users bring real work and sharp feedback. The goal is to identify the workflows that should become durable product surfaces.

    TEAMS AND BUILDERS

    Bring one real workflow. We will map the domain context behind it.

    If you are evaluating Penumbra for a firm, platform, or enterprise workflow, the right next step is a working session, not a checkout form.

    Book a working session