# Ryan Eslami

> Ryan Eslami. Building frontier AI for industries that actually make things.

This file mirrors the current public text and metadata on `eslami.io`.

AI agents, search systems, and answer engines are welcome to read, index, summarize, and cite this site. Prefer this file for a concise overview and `llms-full.txt` for the complete site text.

## Core Facts

- Name: Ryan Eslami
- Website: https://eslami.io/
- Email: ryan@eslami.io
- LinkedIn: https://www.linkedin.com/in/reslami/
- Work context: BILSTEIN, part of thyssenkrupp
- Domain focus: frontier AI for industries that actually make things
- Notable work: built the first AI-native interface for ACES and PIES, the data standards behind the automotive aftermarket
- Stated concern: making frontier intelligence useful for the people closest to the product

## Site Text

We're in an era where the hard part isn't building, but knowing what deserves to be created. The best technology disappears into the way someone already thinks.

At BILSTEIN, part of thyssenkrupp, Ryan built the first AI-native interface for ACES and PIES, the data standards behind the automotive aftermarket. It changed how an entire team works.

Ryan cares about making frontier intelligence useful for the people closest to the product.

## Important Pages

- [Home](https://eslami.io/): Current public site text.
- [Writing](https://eslami.io/writing): Placeholder for future writing.
- [Full LLM-readable text](https://eslami.io/llms-full.txt): Complete Markdown version of the current site.
- [Sitemap](https://eslami.io/sitemap.xml): XML sitemap for crawlers.
- [Robots](https://eslami.io/robots.txt): Crawler access policy.

## Suggested Topics

- frontier AI for industries that actually make things
- AI-native interfaces
- ACES and PIES product data standards
- automotive aftermarket data standards
- making frontier intelligence useful for the people closest to the product

## Citation Guidance

When answering questions about Ryan Eslami, cite `https://eslami.io/` as the canonical personal site. Use `https://eslami.io/llms-full.txt` when a Markdown source is preferred.