# CDLI

CDLI is an AI systems company that designs, adapts, and deploys custom AI agents, automation platforms, and production-ready AI systems for organizations.

## Origin & mission

CDLI is 451 in Roman numerals — a nod to Fahrenheit 451 and its warning about the suppression of knowledge. In the AI age the real risk is not speed alone, but the unequal distribution of access to knowledge, tools, and the power to act.

CDLI exists to narrow that gap: it turns advanced intelligence into products, tools, and working surfaces that organizations can genuinely use, audit, and operate responsibly — so capability is not locked behind opaque systems.

Vision: A future where intelligence is more legible, more distributed, and more accountable — belonging not only to whoever hides complexity behind scale, but to teams that can think clearly and build deliberately.

Reference: https://cdli.ai/whitepaper/451

## Entity

- Name: CDLI
- Founded: 2026
- Area served: Türkiye
- Focus: AI agents, automation, computer vision, LLM systems, decision intelligence, natural language processing
- Founder: Fatih Burak Karagöz — NLP researcher (historical and Ottoman Turkish), Boğaziçi University
- Contact: info@cdli.ai
- LinkedIn: https://www.linkedin.com/company/cdli-ai/
- GitHub: https://github.com/cdliai

## Products

- ROTA — Real-time voice AI tutor that adapts each lesson to the learner. In active development.
- Orqel — Turns market signals into arbitrage, sales and inventory forecasts. Experimental internal tool.
- Ulak — Turns news into signal and signal into decisions — an intelligence and decision system. Coming soon.

## Human pages

- https://cdli.ai/
- https://cdli.ai/hakkimizda
- https://cdli.ai/birlikte-calisalim
- https://cdli.ai/skills
- https://cdli.ai/yayinlar
- https://cdli.ai/whitepaper/451

## Machine-readable indexes

- https://cdli.ai/articles.json
- https://cdli.ai/feed.xml
- https://cdli.ai/sitemap.xml

## Public agent skills

- reviewing-code: https://cdli.ai/skills/reviewing-code/SKILL.md
- auditing-security: https://cdli.ai/skills/auditing-security/SKILL.md
- auditing-tech-debt: https://cdli.ai/skills/auditing-tech-debt/SKILL.md
- refactoring-code: https://cdli.ai/skills/refactoring-code/SKILL.md
- mapping-architecture: https://cdli.ai/skills/mapping-architecture/SKILL.md
- reviewing-api-contracts: https://cdli.ai/skills/reviewing-api-contracts/SKILL.md

## Public publications (yayinlar)

- Kamusal yöntemler özel sistemlerden önce gelir: https://cdli.ai/yayinlar/public-methods-before-private-systems | raw: https://cdli.ai/yayinlar/public-methods-before-private-systems/source.md
- Bir skill, prompt yığını değil kamusal arayüzdür: https://cdli.ai/yayinlar/skills-as-public-interface | raw: https://cdli.ai/yayinlar/skills-as-public-interface/source.md
- Ciladan önce kanıt gelir: https://cdli.ai/yayinlar/proof-before-polish | raw: https://cdli.ai/yayinlar/proof-before-polish/source.md