---
title: Kova Mind
---

# Kova Mind — AI Memory That's Yours

We build **private, customer-owned AI memory infrastructure**. The models we publish here are the same ones running in production at [kovamind.io](https://kovamind.io) — open, reproducible, and domain-tuned for agent memory workloads.

## Models

- [**Kova-Mind/emotion-v1**](https://huggingface.co/Kova-Mind/emotion-v1) — 10-class Inside-Out-style emotion classifier. 96.2% accuracy on conversational data, ~6× faster than the RoBERTa-base-GoEmotions baseline.

More models (extraction, pattern classification, salience) coming as they graduate out of production.

## Philosophy

Your data. Your AI. Your control.

- **Proprietary and customer-owned** — tenants own their memory graph end-to-end.
- **Domain-specific beats generic-large** — we fine-tune small models on high-quality domain data instead of shipping 70B params for every task.
- **Reproducible** — every model card documents the training recipe, base model, data composition, and evaluation protocol.

## Links

- Website: [kovamind.io](https://kovamind.io)
- GitHub: [github.com/darkfordays](https://github.com/darkfordays)