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Dasion — Seed
In Conversation Fund: StoryHouse Fund II  ·  Round Size: $3.0M  ·  Valuation: $15M cap
Dossier generated 2026-06-09 by /deal-dossier  ·  Deal record: recK58gMjIHYmasNB  ·  Source: Airtable appjxAR3LPe3fkHOp

One-Liner & Thesis

Dasion is a voice-based diagnostic AI platform applying Weiqing Gu's Geometric Unified Learning to detect 10+ conditions — depression, dementia, stroke, cancer — from a single voice sample. The wedge is an interpretable, content-agnostic geometric ML framework that uses ~2% of the data of conventional deep learning, paired with elder-care deployment in senior-living facilities and hospital rooms.

Wei is a Harvey Mudd professor and former NSF program director with a Phase II SBIR award, a former Optum VP of Engineering as CTO, and pilots underway in Orange County hospitals and 55,000 licensed VoiceSense units via Asian Medical Technology. StoryHouse evaluated the Seed via Claremont alumni intel; the company is now raising a $1M round on a $15M post-money SAFE cap (Shawn Springs leading at $250K, with $750K committed). Miles signaled this is unlikely a fit for SH and bounced it to Matthew/Keith.

Deal Box

Round Size
$3.0M (original target) / $1.0M (current round)
Valuation / Cap
$15M post-money SAFE cap
Lead Investor
Shawn Springs
Fund
StoryHouse Fund II
Funding Round
Seed

Company Snapshot

Sector
AI, Health Care, Machine Learning
Location
LA, California
Year Founded
2020-05-01
Total Raised
$256,000
Website
data-to-decision.net
Status
Private

Founders

Weiqing Gu
Founder & Chief Scientist
Harvey Mudd professor of mathematics since 1996 and former NSF program director (2007–2009) for computational math and threat detection. PhD in differential geometry from UPenn at 18, two master's degrees including CS. Originator of the Geometric Unified Learning framework that underpins Dasion's diagnostic engine, and founder of sister company VoiceCoin.

Open Questions & Risks

Next Steps

Latest Meeting Notes

2026-06-08 Internal note Round filling at $15M cap; SH likely pass

Miles forwarded an update from Wei to the team. Round has $750K committed of a $1M target on a $15M post-money SAFE; Miles is leaning pass and asking Matthew/Keith whether they want a call.

Source: Meeting Notes recwXrrP4WVr7Zpmz
2025-10-02 Call Deeper dive; IC discussion needed

Second call with Wei to dig into traction, GTM, and regulatory plan. Wei claims 55,000 VoiceSense units licensed at ~$500/month, NY Life insurance interest, and an Inova Health integration. Significant open questions on validation and defensibility.

Source: Meeting Notes reci6r7M3DJvjUcaK
2025-09-19 Email update Dasion vs. VoiceCoin split clarified

Follow-up email from Wei sending materials and clarifying the two-company architecture. Dasion is the AI/diagnostic engine (NSF/DoD funded); VoiceCoin is the blockchain monetization layer rewarding contributors for permissioned voice data.

Source: Meeting Notes recdWM0ushpU7OK3N

Deal Timeline