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michael

T1 · high-signal investor

2024 Financial Modeling World Cup champion; works in private equity investing in North American freight rail; represented humanity in Shortcut vs human Excel competition.

5 calls·3 names·80% bull·last heard 2 months ago·Sourcery VC
track record

no scored calls yet — needs a stated position or a categorical verdict, with a matured window vs SPY

top calls

highest conviction · one per company
1sthigh conviction
$LITELumentumposition

Lumentum CEO: Tripled revenue in 5 quarters as hyperscalers demand millions of optical units

Lumentum has hit the inflection point where data centers must replace copper with optics due to physics limits, driving hyperscaler demand from thousands to tens of millions of units per quarter. The company operates its own indium phosphide fabs — a multi-year capex bottleneck that creates a structural supply constraint and pricing power.

Sourcery VC2026-07episode →
2ndmedium conviction
$SPCXSpaceX

Lumentum CEO: Supplying lasers for SpaceX space-based internet buildout

SpaceX is deploying laser interconnects for Starlink's space-based internet, creating a new market for optical components. Lumentum has experience deploying lasers in space and is positioned to enable this buildout.

Sourcery VC2026-07episode →
3rdmedium conviction
$COHRCoherent

Lumentum CEO: Coherent is both biggest competitor and partner via Finnar acquisition

Coherent acquired Finnar (Michael's first CEO role), which became the engine for Coherent's coherent optical business. The two companies now compete intensely in data center optics while also partnering in certain areas.

Sourcery VC2026-07episode →

most discussed · click a bar to filter

  • $LITE
  • $SPCX
  • $COHR

recurring themes

  • Networking & Optical Infrastructure1
  • Semiconductors1
  • AI Infrastructure1
  • Geopolitics & Trade1
  • Crypto & Digital Assets1
5 total
$LITE
···
Lumentum
HIGHmichael·Sourcery VC·2 months ago·$10T to Move Data from Kilometers to Millimeters | Lumentum CEO
Lumentum CEO: Optical scale-up in racks coming within 12 months, volumes to reach hundreds of millions
The next wave is 'optical scale up' — replacing copper Ethernet cables inside server racks with optics. Physics forces this transition as speeds increase. This will drive volumes from thousands to hundreds of millions of units, far exceeding the current 'scale out' deployments between racks.
"In the next 12 months, we'll see some of those copper wires move to optical. The physics of the back of that rack, that connectivity that sits in the back of the rack is such that…"
16:54
$LITE
···
Lumentum
HIGHmichael·Sourcery VC·2 months ago·$10T to Move Data from Kilometers to Millimeters | Lumentum CEO
Lumentum CEO: Indium phosphide fab bottleneck creates multi-year supply constraint and moat
Unlike CMOS semiconductors made at TSMC, optical components require indium phosphide — a boutique material with no merchant foundry ecosystem. Lumentum must build its own fabs, taking multiple years and heavy capex, creating a structural supply bottleneck that protects incumbents as demand explodes.
"The optics industry doesn't have that luxury, right? It's a very sort of niche industry. It's one that's that's grown up over, you know, multiple decades. And so for us, we actual…"
5:49
$LITE
···
Lumentum
HIGHmichael·Sourcery VC·2 months ago·$10T to Move Data from Kilometers to Millimeters | Lumentum CEO· position
Lumentum CEO: Tripled revenue in 5 quarters as hyperscalers demand millions of optical units
Lumentum has hit the inflection point where data centers must replace copper with optics due to physics limits, driving hyperscaler demand from thousands to tens of millions of units per quarter. The company operates its own indium phosphide fabs — a multi-year capex bottleneck that creates a structural supply constraint and pricing power.
"We've been there about five quarters now. And in those five quarters, we've tripled our topline revenue. So the stock price has gone up 10 or 12 times. At one point, it was up ove…"
0:13
$SPCX
···
SpaceX
MEDmichael·Sourcery VC·2 months ago·$10T to Move Data from Kilometers to Millimeters | Lumentum CEO
Lumentum CEO: Supplying lasers for SpaceX space-based internet buildout
SpaceX is deploying laser interconnects for Starlink's space-based internet, creating a new market for optical components. Lumentum has experience deploying lasers in space and is positioned to enable this buildout.
"Our buddies at SpaceX are trying to do these buildouts. And obviously, lasers are super important for all the same reasons. If you can put a laser in the ocean and transmit across…"
13:12
$COHR
···
Coherent
MEDmichael·Sourcery VC·2 months ago·$10T to Move Data from Kilometers to Millimeters | Lumentum CEO
Lumentum CEO: Coherent is both biggest competitor and partner via Finnar acquisition
Coherent acquired Finnar (Michael's first CEO role), which became the engine for Coherent's coherent optical business. The two companies now compete intensely in data center optics while also partnering in certain areas.
"The first public company I was a CEO of is a company called Finnar that was optical. That's now the heartbeat of one of our biggest competitors but also one of our biggest partner…"
11:03
9
Networking & Optical Infrastructuretailwind
Copper-to-optics transition in data centers accelerates: scale-up inside racks is the next $10T wave
Physics limits of copper at higher speeds force replacement with optics not just between racks (scale-out) but inside racks (scale-up). This shifts optical volumes from thousands to hundreds of millions of units, creating a multi-year infrastructure cycle. Optics is more expensive but becomes mandatory as bandwidth scales.
8
Semiconductorstailwind
Indium phosphide manufacturing bottleneck creates structural moat for optical incumbents vs CMOS foundry model
Optical components require indium phosphide, a niche material with no merchant foundry equivalent to TSMC. Incumbents like Lumentum must build and operate their own fabs — a multi-year, capex-intensive process that creates a high barrier to entry and persistent supply tightness as AI-driven demand explodes.
8
AI Infrastructuretailwind
Even if data center buildout slows, electrical-to-optical conversion inside existing fleets sustains optical demand
The optical growth thesis has two legs: new data center construction and retrofit conversion of existing copper interconnects to optics. The latter provides a floor — as speeds increase, physics mandates optics replacement regardless of new build pace, giving optical suppliers visibility beyond the capex cycle.
7
Geopolitics & Trademixed
Asymmetric optical supply chain: Chinese vendors serve US hyperscalers but US vendors blocked from China
US optical component suppliers have minimal access to Chinese data centers, while Chinese optical vendors hold significant share in US hyperscaler deployments. This asymmetry creates policy risk — potential mandates for domestic content could reshore share to US vendors like Lumentum, but also invites retaliation.
7
Crypto & Digital Assetstailwind
Framework Ventures sees domain experts in energy/nuclear/AI using decentralization, not crypto for crypto's sake
Crypto becoming infrastructure layer for hard industries; energy traders building decentralized utilities; nuclear, AI, infrastructure adopting tokenization.
6
Space Economytailwind
Laser interconnects become critical infrastructure for space-based internet constellations
SpaceX and other LEO constellation operators require optical inter-satellite links to route traffic in space. This opens a new addressable market for space-qualified laser components, leveraging the same physics advantages (bandwidth, distance, power efficiency) that drive data center adoption.