Diligence memo · auto-generated · as of July 2, 2026
Refiant AI
Refiant AI looks over-valued against its niche peers and is active on financing cadence.
Businessfiled
Refiant AI operates in AI / ML, based in SA, Africa. SA’s Refiant AI raises $5m seed funding to help it expand 0 By Tom Jackson on April 14, 2026 News , Southern Africa South African startup Refiant AI, which uses algorithms to compress artificial intelligence (AI) models, has closed a US$5 million seed round to build its platform, grow its team and support enterprise partnerships. Founded in 2025 by Viroshan Naicker, Siddharth Gutta, and Mathew Haswell, Refiant AI is building tools that restructure and compress AI models by reducing computational weight and retraining them to maintain performance, so that they can run efficiently on smaller or
Sub-sector tags: ai/ml.
No verified homepage on file yet — operating evidence is limited to the public record.
Capital & rounds (filed)filed
Refiant AI has raised $5.0M in disclosed capital across 1 recorded round, aggregated from public filings. Its latest round is modeled as Seed (a $1.0M–$4.0M round).
Largest single filing: $5.0M on 2026-04-14.
Most recent recorded round closed around 2026-04-14.
Valuation (modeled)modeled
Provath models Refiant AI at approximately $11M (range $4.4M–$18M). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Over-valued. Modeled value is 1.82× the median modeled value of Seed AI / ML companies in 2025–2027 (69 peers) — value vs value, same stage and era.
Financing rhythm & timingmixed
Last raise 3 mo ago; this sector typically re-raises about every 11 months.
Raising on or ahead of the sector's normal rhythm.
Comparablesmixed
Capital scale ranks ahead of 82% of AI / ML peers (2067 compared).
Modeled value ranks above 75% of those peers.
Closest niche peers: Cerebrium, Uniti AI, Inc., Kollegio AI Inc., JPB-ML Investors, LLC, Pavo AI Inc..
Risks & flagsmixed
Modeled above niche peers — valuation risk on entry.
No clearly named CEO/founder/principal in the surfaced records — key-person evidence is thin.