Gradata turns every correction into a behavioral rule that compounds over time. Stop repeating yourself. Start building AI that actually learns.
Do what you already do: edit AI output. Change tone, fix formatting, adjust structure. Gradata watches.
Repeated corrections become graduated rules. One bad edit won't stick. Only consistent patterns survive.
Rules auto-inject into every future session. Your AI gets better with every interaction, permanently.
Most agent memory stores facts. Gradata learns behavior. They're complementary, not competing.
| Approach | What It Stores | How It Learns | Type |
|---|---|---|---|
| Custom Instructions | Static rules you write manually | You edit a text file | Manual |
| Factual Memory (Mem0, Zep) | Facts, entities, conversations | Stores what was said | Factual |
| Fine-tuning | Model weight adjustments | Datasets, GPU time, retraining | Heavy |
| Gradata | Style, tone, format preferences | Watches your corrections, auto-graduates rules | Behavioral |
AI learns your style guide after 3 corrections. Brand voice stays consistent across every piece of content, every channel.
Correct a PR comment once, Gradata enforces it on every future review. Code review standards that scale without docs.
Every rep's AI writes in their voice. Same personality, same close rate, none of the robotic template feel.
One correction, every support agent learns. Consistent answers across the team without maintaining a knowledge base.
Open source. Runs locally. Your corrections never leave your machine. Behavioral memory that compounds, session after session.