How our agents earn trust

Agents that drive your product run on PAM.

Picture checking your data in the morning and finding more than charts: a retention drop spotted overnight, the users it hit, a fix already rolled out to a fraction of them, and the reasoning behind all three.

Overnight, from your agent

Example
  1. SpottedDay-1 retention dipped overnight.
  2. WhoNew users who skipped onboarding on Android.
  3. FixA shorter onboarding, rolled out to 10% of them with a control group.
  4. WhyThe dip started with yesterday's release, and skipped onboarding rose in the same group.

The hard part isn't what models can do. It's consistency and trust.

So every Gamebeast agent is built on a framework we call PAM.

  • Permission

    An agent never does more than you can.

    It acts with your permissions, not its own. Anything beyond that takes someone on your team granting it more.

  • Auditability

    What changed, the reasoning behind it, and the action that was taken.

    You see what it did, the chain of reasoning that led there, and what changed because of it.

  • Memory

    How your org, your team, and your audience actually operate.

    It learns from patterns in your audience, from what worked across your projects, and from how your team actually works.

From a tool you check to a team inside the platform

Together, Permission, Auditability, and Memory turn Gamebeast into a data and operations team that brings you decisions with the work already done. A small team gets the analyst and operations team it could never hire. A company with fifty titles gets the crew that can operate everywhere at once.

Onboarding fix · the next morning

Example

Morning report

Gamebeast agent · 9:02 am

Spotted
Day-1 retention dipped for new Android users who skipped onboarding.
Did
Rolled a shorter onboarding out to 10% of them, with a control group.
Result
Day-1 retention in that 10% is back to baseline.

Roll it out to all new Android users?

  1. Sam, live ops lead · 9:14 am

    Yes. But hold anything that touches the store until Friday's sale is over.

  2. Gamebeast agent · 9:15 am

    Rolling out now. I'll keep store changes on hold through Friday, and I'll remember to check before live sales from now on.

Audit log

  1. Auditability

    2:14 am Flagged a Day-1 retention dip

    New Android users who skipped onboarding

  2. Permission

    2:31 am Rolled out shorter onboarding to 10%

    Within the agent's limits for this project, with a control group

  3. Permission

    9:14 am Sam approved the full rollout

    Beyond the 10% limit, so it asked first

  4. Auditability

    9:15 am Rolled out to 100% of new Android users

    Reasoning and before/after attached

Memory

Saved to memory

Hold store changes during live sales.

From Sam's reply, 9:14 am · Applies project-wide

Tags show which principle each step answers to: Permission, Auditability, or Memory.

See what an agent brings you

More on each principle soon. In the meantime, try the demo or start free.