# Dmware

> Dmware is an AI-native product studio. We take founders and teams from an AI
> prototype to a production product people trust — strategy, design, engineering,
> and the evals that keep it reliable. We specialize in turning AI prototypes
> (Lovable, v0, Bolt, Replit, Cursor) into production-grade products.

Dmware is a boutique studio revived for the AI-native era. We combine startup speed
with the evaluation and reliability discipline usually reserved for enterprise AI.
We serve seed to Series B founders, product leaders, and companies building AI
products worldwide.

## What we do

- [Services overview](https://dmware.net/services): our four capabilities.
- [Prototype to production](https://dmware.net/services/prototype-to-production): rebuild and scale AI-generated prototypes into reliable products.
- [AI product strategy](https://dmware.net/services/ai-product-strategy): from a vague AI idea to a concrete, buildable product direction.
- [Applied AI engineering](https://dmware.net/services/applied-ai-engineering): LLM apps, RAG, agents, and evals shipped to production.
- [AI product design](https://dmware.net/services/ai-product-design): interfaces for probabilistic, AI-native products.
- [Our approach](https://dmware.net/approach): how we take a product from idea to reliable release.

## Company

- [Selected work](https://dmware.net/work): case studies and shipped products.
- [About Dmware](https://dmware.net/about): our thesis and who we are.
- [Insights](https://dmware.net/insights): playbooks and perspective on building AI-native products.
- [FAQ](https://dmware.net/faq): common questions about working with an AI-native product studio.
- [Contact](https://dmware.net/contact): book an intro call.

## Key facts

- Category: AI-native product studio / AI product development consulting.
- Core wedge: taking AI prototypes to production (prototype-to-production).
- Differentiator: reliability as a discipline — evals, guardrails, observability, cost control.
- Engagement: senior, embedded team across strategy, design, and engineering.
- Contact: contact@dmware.net · https://dmware.net/contact
- Full corpus for AI engines: https://dmware.net/llms-full.txt