Refiant
Dover, US · Founded 2025 · 1 known investors
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Refiant builds a suite of compressed, energy-efficient AI models that run on edge devices or in the cloud, deployable directly, via configuration, or through an API. Its approach makes model context abundant rather than relying on RAG, chunking, and summarization to work around limited context windows.
Founders & leadership
Refiant was founded in 2025 by Mathew Haswell.


Investors · 1
Reported raises · per SEC filings
Form D private placements$4.9M disclosed across 1 round · 2026
▶$4.9MraisedFeb 2026 · 7 investors · Other TechnologyRule 506(b)
- Siddharth GuttaExecutive Officer, Director
- Mathew HaswellExecutive Officer, Director
- Viroshan NaickerExecutive Officer, Director
- Offering amount
- $4.9M
- Amount sold
- $4.9M
- First sale
- Feb 2026
- Incorporated
- Corporation, Delaware, 2025
- Federal exemptions
- 06b
Source: SEC EDGAR Form D. Amounts as filed; amended filings shown once at their latest values.
Competitors · 2
by search overlapCompanies competing with Refiant for the same Google search keywords, organic and paid, via search-intersection analysis.
In the news
Frequently asked questions
- What does Refiant do?
- Refiant builds a suite of compressed, energy-efficient AI models that run on edge devices or in the cloud, deployable directly, via configuration, or through an API. Its approach makes model context abundant rather than relying on RAG, chunking, and summarization to work around limited context windows.
- Who founded Refiant?
- Refiant was founded by Mathew Haswell in 2025.
- Who are Refiant's investors?
- Refiant's investors include VoLo Earth Ventures.
- How much funding has Refiant raised?
- Refiant has disclosed $4.9M raised across 1 round.
- Where is Refiant headquartered?
- Refiant is headquartered in Dover, US.


