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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.

MHMathew Haswell
Mathew HaswellCo-Founder and CPO/COOHe previously held C-level roles including Vice President of Product Management at Derivco, Chief Product Officer at the Ignition Group, and co-founded multiple companies including Plural.fi, Yreeka, Teachfolk, and Unsilone, with experience across AI/ML, fintech, iGaming, edtech, and retail sectors.
SG
Siddharth GuttaExecutive
VNViroshan Naicker
Viroshan NaickerChief Executive Officer

Investors · 1

Reported raises · per SEC filings

Form D private placements

$4.9M disclosed across 1 round · 2026

▶$4.9MraisedFeb 2026 · 7 investors · Other Technology
Rule 506(b)
Officers, directors & promoters on the filing
  • 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
Full filing on SEC EDGAR ↗

Source: SEC EDGAR Form D. Amounts as filed; amended filings shown once at their latest values.

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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.