Brands running on context memory

1,000+ creatives shipped per month with AI context memory replacing manual brief cycles.

Cars24 uses Feather DB (via Hawky.ai) to store the performance history of every creative variant. The context engine surfaces which hooks, formats, and audience pairings have historically driven the lowest CPA — automatically, at brief time.

50% faster creative iteration cycles via context-aware briefing and fatigue detection.

The Man Company's creative team queries Feather DB before every new shoot brief. The context engine returns the top-performing past creatives ranked by recency-weighted ROAS, reducing the research phase from hours to seconds.

Conversion uplift achieved in under 7 days with context-driven creative rotation.

Univest's performance agent detects early fatigue signals (CTR drop, frequency spike) and queries the context engine for historically effective rotation patterns in the fintech segment — rotating creatives proactively rather than reactively.

Cost-per-lead reduction across managed accounts using context-informed campaign setup.

Hiveminds uses Feather DB to maintain a brand memory for each managed account. Audience response patterns, winning copy angles, and creative fatigue history persist across campaigns — eliminating the restart-from-scratch problem on every new brief.

Director of D2C: "We were able to go in detail on the analytics, suggestions, and frequency. That was unmatched."

Bombay Shaving Company's team uses context-aware analytics to track creative frequency patterns and receive suggestions grounded in their own historical data — not platform defaults.