[ About ]
Intelligence for the long term.
IdonAI builds Quark and frontier models — research and product engineered for decades, not demos.
- Founded
- 2022
- Live product
- Quark
- Model family
- 2
- Research notes
- 28+
Research-first from day one
quark.idonai.com
Origin · NextGen
Public technical papers
[ Mission ]
Build intelligence that expands human capability — not replaces it.
Vision — A world where frontier AI is accessible, trustworthy, and engineered for decades of progress.
We ship systems people can trust in production — not demos that die in a slide deck.
We publish what we learn. Benchmarks are public. Safety work is not a footnote.
We optimize for decades of compounding infrastructure, not quarterly narrative.
[ Leadership ]
Who steers the ship
Archit Tyagi
Founder & CEO
BS Computer Science, UNSW
Archit leads IdonAI’s product, research direction, and company strategy. He sets the roadmap for Quark and the model family, owns partnerships and fundraising, and stays close to engineering on architecture and shipping decisions.
- Company vision, strategy, and capital
- Quark product direction and go-to-market
- Model roadmap (Origin & NextGen)
- Hiring, culture, and external partnerships
[ Culture ]
How it feels to build here
Four commitments. Click through — each one shapes hiring, roadmap, and what we refuse to ship.
[ Systems over slides ]
Engineering first
We prioritize rigorous systems work over marketing cycles. Latency, reliability, and cost are product features — not afterthoughts.
How we work
Write it down
Decisions live in docs and research notes. Tribal knowledge is a bug.
Measure twice
Benchmarks, evals, and production metrics before we celebrate a win.
Ship the thin slice
Quark went live before the full API. Useful beats complete.
Own the blast radius
Safety, status, and incident response are part of the product — not a separate org chart fiction.
[ Timeline ]
Built over years
Select an era. Each milestone links to the work that still lives on the site.
[ Now ]
NextGen depth + Quark routing
Deep reasoning in the assistant; research corpus expanded; API keys under development.
Explore related →IdonAI was founded in 2022 with a commitment to long-term research and production-grade engineering. We released Origin in 2023, launched Quark as the primary product surface, and continue expanding NextGen, docs, and the API path.
[ Principles ]
Non-negotiables
Truth over hype.
We would rather under-claim and over-deliver. Marketing copy does not rewrite evals.
Engineering over trends.
Architecture choices outlive frameworks. We pick boring infrastructure when it compounds.
Build for decades.
Tokenizers, routing, and safety rails are permanent constraints — treat them that way.
[ Focus ]
Where attention goes
[ Join the work ]
Building takes people who care about the craft.
Open Quark to see what we ship — or write careers when you’re ready to build with us.