An Agent That Remembers How You Work

Memory

• Preferences that persist

  The styles you gravitate toward, the compositions you approve, the directions you consistently reject — the agent picks up these patterns and applies them without being told again.

• Learning how you work, not just what you like

  Beyond taste, memory captures workflow: how your team structures briefs, iterates, and decides. The agent adapts to your process rather than imposing its own.

• Improvement across sessions

  Each session builds on the last. The tenth brief you give the agent lands closer to the mark than the first, because everything in between taught it something.

• Workspace-scoped by design

  Memory belongs to your workspace and only your workspace. Nothing the agent learns from your team crosses into another customer's experience.

• Private and under your control

  Memory is never used to train foundation models, and you stay in control of what the agent retains. It's your institutional knowledge, held on your terms.

1. 01

   Work with the agent as usual

   Brief it, review its output, approve and redirect. No setup, no training step — memory forms from the collaboration itself.

2. 02

   The agent learns from every decision

   Approvals, corrections, and preferences accumulate into a picture of how your team works and what your titles need.

3. 03

   Every new session starts smarter

   The next brief begins from everything the agent has learned. Less re-explaining, fewer off-target drafts, faster path to the asset you actually wanted.

• Art direction that sticks

  Art directors give the same notes over and over — until they don't have to. Memory turns recurring feedback into standing behavior, so quality bars hold without repetition.

• UA teams that move faster every cycle

  Performance teams iterate constantly. When the agent remembers which hooks, formats, and styles your team backs, each cycle starts further ahead than the last.

• Live-ops continuity

  Recurring events and content drops benefit from an agent that remembers how last season's run went — the conventions, the fixes, the choices that shipped.

• Institutional knowledge that survives

  Studios lose know-how when people move on. Memory keeps a working record of how your team makes creative decisions, embedded where the work happens.

• Hand Off the Brief, Keep the DirectionLayer's AI creative agent takes a full brief, researches trends, picks the right model, and generates assets end to end — with you in the loop.
• Per-Project Context, On Brief Every RunOne AI project workspace per brief: per-project instructions, assets, and reference sets keep the agent on brief and every run consistent.
• Score Every Output, AutomaticallyScore every generation for brand adherence and quality. Write the rules once and Layer grades each output as it lands, so review starts from a number.
• Write Your Studio's Rules Once. Every Chat Follows Them.Write your studio's rules once as a skill: art bible, palette, naming. Layer's agent follows it in every chat, across image, video, audio and 3D.

Questions about Memory