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  3. /Shaq Vayda
  4. /Briefing
Pre-Pitch Briefing

Shaq Vayda

Partner at Lux Capital

Check size: Firm-level: Lux says it can invest from an initial $100K through high-conviction follow-ons as large as $100M across the company-building arc. This is not Shaq's personal standard check range.

InceptionPre-SeedSeedSeries AEarly StageGrowthScientific InstrumentsComputational BiologyTechBioTherapeuticsRoboticsSensorsAerospaceDefenseAI Drug DiscoveryDeep Tech Platforms

Their Thesis

Shaq partners with technical founders building instruments that make invisible physical or biological signals legible and platforms whose downstream value exceeds the value captured by the initial product alone. His experience in aerospace sensing, genomic measurement, liquid biopsy, enterprise technology, and healthcare supports a cross-domain lens on building-block technologies, defensibility, value capture, and the exact job AI performs inside a scientific workflow.

How to Pitch Them

In three crisp points, state the previously unreadable signal or unsolved job, the instrument or platform that makes it tractable, and how the company captures value as downstream use expands. Map the complete value chain, alternatives, technical bottlenecks, supply constraints, defensibility, and platform-vs-full-stack choice. For AI-biology, specify exactly which discovery or development task improves and how it is validated.

What Excites Them

Deeply technical teams working from inception on platform or building-block companies, particularly when a new instrument makes a previously invisible signal measurable and enables many valuable downstream applications. He looks for clear platform strategy, defensibility, value capture, and precise context for how AI changes the scientific or physical task.

What They Pass On

No personal pass list is published. His public pitch discussions and interviews push against undifferentiated hardware, platforms that create substantial downstream value but capture none, vague AI-for-science claims that do not specify the job being done, and teams unable to articulate history, competitors, supply constraints, or the full value chain.

Key Frameworks

Invisible-to-legible signal

Identify an important physical or biological signal that current tools cannot reliably observe, then test whether the new instrument converts it into actionable digital data with repeatable accuracy and a scalable use path.

Building-block value capture

Map all downstream products and markets enabled by a platform, determine where economic value accrues, and design technical defensibility and a business model that let the enabling company capture a durable share.

In Their Own Words

“It's always important to contextualize exactly what the job is that needs to be done.”

— https://www.jdsupra.com/post/fileServer.aspx?fName=ce0b208b-f29a-4100-9b9b-300276b10b0d.pdf

Podcast Appearances

Real VC Pitch: Lux Capital Partner Shaq vs. ex-Google/Apple Engineer — The Founder Initiative
roboticsplatform strategydefensibilityhardware value capturego-to-marketpitch structure

Lux Capital Portfolio

Top Sectors

Increasing Productivity + Efficiency3
Biology + Biochemistry; Advancing Human Health; Progressing Science + Knowledge2
Infrastructure + Computer Science2
Increasing Productivity + Efficiency; Infrastructure + Computer Science2
Infrastructure + Computer Science; Progressing Science + Knowledge2

Stage Distribution

Series D2
Series F1
Series B1
Series C1
SPAC1
Shop
Sfstandard
Wsj
Gtkpartners
Fs
Jacksondahl
The orthogonal bet
Echodyne
$5.0M
Kurion (acquired by Veolia)
$5.0M
Shapeways
$5.0M

+ 38 more investments. View fund →

← Full profileLinkedInLux Capital website