Context bundles

A context bundle is the precise slice of shared memory an agent needs for one task, the relevant products, numbers, history, and brand rules, assembled on demand. It is what keeps agents grounded in your reality instead of guessing.

What’s in a bundle

• The data the task touches, the specific SKUs, campaigns, or segments involved.
• Recent performance and the relevant history behind it.
• Brand rules, voice, guardrails, and constraints that apply.
• Prior decisions on the same subject, and how they turned out.

Why it keeps agents grounded

An agent given everything is overwhelmed; an agent given nothing hallucinates. A bundle gives it exactly what the task requires, enough to be accurate, focused enough to be fast. The proposal it returns is anchored to your real numbers, not generic advice.

Assembled on demand

Bundles are built per task, not cached and stale. When an agent acts, it pulls a fresh slice of memory, so its reasoning reflects the current state of the brand, including whatever was decided five minutes ago.