A glass marble on blue paper beside bands of white and orange.

Understand the work first

Marble turns everyday work across every tool into a map of your processes, so you know exactly what to hand to AI coworkers and what to keep.

How Marble works

  1. Your team is in full control when Marble is capturing.
  2. Marble learns from your best performers across all tools.
  3. Every process mapped, with every edge case.
  4. Assessed by complexity and ranked by automation potential.
  5. AI coworkers, tested on your real cases.
  6. Where judgment matters, a person approves.
  7. Measure impact and audit every AI coworker.
  • Technology
    Customer support
  • Technology
    Finance & accounting
  • Technology
    Release management
  • Insurance
    Claims intake
  • Insurance
    Commission management
  • Insurance
    Quoting
  • Insurance
    Customer support & coverage checks
  • Professional services
    Accounts receivable
  • Professional services
    Client services
  • Professional services
    Payroll services
  • Professional services
    Month-end closing
  • Financial services
    Payment matching
  • Financial services
    Settlement exceptions
  • Financial services
    Document processing
  • Private equity
    Value creation strategy
  • Private equity
    Post-merger integration
  • Private equity
    Portfolio operations
  • Private equity
    Financial reporting

Company superintelligence

One living model of how your organization works. Understand how and where time is spent, and identify friction and opportunities.

  • Tool agnostic

    Marble runs on the local machine and works across legacy tools, VPNs and virtual desktops.

  • Understand process efficiency

    Assess how well a process runs, how it differs from the existing documentation, and which steps or edge cases cause friction.

  • Always up-to-date SOPs

    Every procedure comes with its documentation, written from how it is really done and redrawn as the work changes. No one has to maintain it.

  • AI adoption and usage

    Understand whether and how Marble’s AI coworkers and your other AI tools are used across your organization, and quantify their impact.

  • Measured impact

    Hours back, cases handled, approval rate: per process and per team, from the first week. Every project reports its own return.

  • Best practices, shared

    AI isn’t always the answer. Sometimes ten people do the same process ten different ways: Marble finds the best one, so it can become everyone’s way.

A marble rolling across a pale table against blue, blurred by its own motion, a red glow behind it.

Stop guessing where AI works

Marble shows exactly which work to automate, how much time it frees and where people stay in control.