Fund

Historical Portfolio Evolution

How the fund got here, and how the manager's thinking evolved. Note on method: PCA SOF's actual transaction history is not public. This note reconstructs a plausible evolution from the holdings' nature, each company's history, + the secular themes, clearly labelling FACT (market history) vs INFERENCE (reconstructed fund logic, marked (Inferred)). Use it as a narrative framework, not a transaction record.

The Evolution In One Sentence#

(Inferred) PCA SOF appears to have evolved from a broad secular-growth tech + consumer fund into a value-chain-complete AI portfolio with a diversifying secular ring: the AI build-out becoming the organising principle around which everything else is arranged.


The Phased Timeline (Inferred narrative over FACTual market backdrop)#

Phase 0, Pre-AI Secular Growth (≈2018-2021)#

Market FACT: the era of cloud migration, mobile, e-commerce, + (2020-21) pandemic-accelerated digital adoption + zero rates inflating growth multiples. Fund INFERENCE: the original book likely centred on secular digital winners: the hyperscalers (Microsoft, Amazon, Alphabet, Meta Platforms), digital payments (PayPal, later Adyen), EM internet (Tencent, MercadoLibre), digital media (Netflix), + China consumer (Li Ning). The thesis was "own digital secular growth globally." Many of these are legacy core positions predating the AI pivot.

Phase 1, The 2022 Reset (FACT)#

Market FACT: rates spiked, growth multiples compressed hard, China cracked down on tech (Tencent crushed), Meta Platforms + Netflix had subscriber/ad scares, PayPal de-rated. Fund INFERENCE: a painful drawdown that likely (a) tested conviction in the China + high-multiple-software names, (b) created the opportunity to add to quality at lower prices, + (c) set up the contrarian value entries (Tencent, PayPal, Li Ning) that now sit in the book.

Phase 2, The AI Inflection (FACT: late 2022-2023)#

Market FACT: ChatGPT (Nov 2022) → the generative-AI capex super-cycle → NVIDIA's historic data-centre revenue explosion (2023). Fund INFERENCE: the defining pivot. The manager reorganised the portfolio around The AI Value Chain, likely initiating/increasing the silicon spine, NVIDIA (compute), TSMC (foundry), Micron Technology (memory), Marvell Technology (networking), as the new core. The existing hyperscalers were re-underwritten as AI infrastructure, not just cloud/ads.

Phase 3, Completing The Value Chain (FACT: 2023-2024)#

Market FACT: the bottleneck narrative spread from GPUs → memory (HBM) → advanced packaging → power. Nuclear/IPP stocks (Constellation Energy, Vistra) re-rated on datacentre demand; the Microsoft-Constellation (Three Mile Island) deal (2024) crystallised "AI = power." Fund INFERENCE: the manager extended ownership down + up the chain: adding the second-order beneficiaries: Constellation Energy + Vistra (power), Disco Corporation (packaging/HBM tools), + deepening Micron Technology (HBM) + Marvell Technology (custom silicon as a NVIDIA-hedge). This is the "follow the constraint" phase, owning each successive bottleneck.

Phase 4, The Software/Monetisation Layer (FACT: 2024-2025)#

Market FACT: attention shifted to whether AI monetises, agentic AI (ServiceNow, Salesforce), the data layer (Snowflake), observability (Datadog), + security (CrowdStrike, Zscaler). Fund INFERENCE: the manager added/sized the software estate to own the deployment + monetisation layer, betting AI value migrates from infrastructure toward applications over time (The AI Value Chain §"Where Value Migrates").

Phase 5, Today: The Complete Organism (current)#

The portfolio now spans every layer of AI (equipment → consumer) + a diversifying secular ring (payments, EM internet, China consumer, EV, healthcare, media). The newest-thinking additions (Roblox as AI-content optionality, BioNTech as uncorrelated optionality, BYD as electrification) round out the book.


Per-Holding Evolution Table#

For each holding: (1) likely initiation era · (2) why added · (3) theme pursued · (4) weight trajectory · (5) what would cause a sell. All inferred.

| Holding | Likely initiated | Why added | Theme | Weight trend (inf.) | Sell trigger | |, -|, -|, -|, -|, -|, -| | Microsoft | Phase 0 (legacy core) | Cloud secular growth; re-underwritten as AI | Cloud→AI | Held/added | Azure decel + capex ROI fails | | Amazon | Phase 0 (legacy core) | Cloud + e-commerce | Cloud | Held | AWS share loss | | Alphabet | Phase 0 (legacy core) | Search/ads + cloud; AI full-stack | Cloud/AI | Held/added | AI destroys Search faster than offsets | | Meta Platforms | Phase 0; added in 2022 reset | Ads + (later) AI monetisation | Consumer AI | Added cheap '22 | Reality Labs black-hole + reg | | Tencent | Phase 0; conviction-tested '22 | China internet; value after crackdown | China digital | Trimmed '21-22, re-added | Crackdown 2.0 / geopolitics | | Netflix | Phase 0; tested '22 | Streaming winner | Media | Held through '22 scare | Saturation + content inflation | | PayPal | Phase 0; now value/turnaround | Digital payments | Payments | De-rated; held as value | Branded checkout keeps eroding | | MercadoLibre | Phase 0/1 | LatAm digital secular | EM digital | Added/held | Amazon share war + credit losses | | Li Ning | Phase 0/1 | China consumer / guochao | China consumer | Added in boom, now value | Structural share loss to Anta | | NVIDIA | Phase 2 (AI pivot) | AI compute keystone | AI compute | Initiated/grew to core | Capex digestion + ASIC disruption | | TSMC | Phase 2 | AI foundry chokepoint | Foundry | Initiated/grew | Taiwan event / process-lead loss | | Micron Technology | Phase 2 | HBM/AI memory | Memory | Grew to top weight | Memory over-supply | | Marvell Technology | Phase 2/3 | AI networking + NVIDIA-hedge | Networking | Added | Lost ASIC sockets | | Constellation Energy | Phase 3 | AI power demand (2nd-order) | Power | Initiated | Power-demand disappoints | | Vistra | Phase 3 | AI power (higher-beta) | Power | Initiated | Power prices normalise | | Disco Corporation | Phase 3 | Packaging/HBM tools (deep-upstream) | Semicap | Initiated | Packaging-process shift | | ServiceNow | Phase 0/4 | Enterprise workflow; agentic AI | Enterprise AI | Held/added | AI-SKU monetisation stalls | | Salesforce | Phase 0/4 | CRM; Agentforce + value | Enterprise AI | Held | CRM matures + Microsoft wins | | Snowflake | Phase 4 | AI data layer | Data | Added | Databricks/hyperscaler share loss | | Datadog | Phase 0/4 | Cloud→AI observability | Observability | Held/added | Consumption decel | | CrowdStrike | Phase 0/4 | AI-native security | Security | Held (through '24 outage) | Trust break / MSFT commoditises | | Zscaler | Phase 0/4 | Zero-Trust security | Security | Held | MSFT SSE bundling wins | | Adyen | Phase 1/2 | Premium payments | Payments | Added (esp. post-'23 dip) | Stripe compresses economics | | BYD | Phase 2/3 | Electrification leader | EV | Added | Price war + tariffs crush margins | | Roblox | Phase 5 | Next consumer platform + AI content | Consumer optionality | Newer satellite | Engagement/profitability stall | | BioNTech | Phase 5 | Uncorrelated healthcare optionality | Healthcare | Newer satellite | Pipeline fails | | IQVIA | Phase 1/5 | Healthcare-data chokepoint | Healthcare | Added | Biopharma-funding winter |


How The Manager's Thinking Evolved (the meta-narrative)#

  1. From "digital secular growth" → "the AI value chain." The organising idea sharpened from broad digital winners to owning every layer of one generational build-out.
  2. From "own the leaders" → "own the chokepoints." A shift toward bottlenecks (foundry, HBM, packaging, power) where value is scarce + defensible.
  3. From first-order → second-order. Beyond chips to the power that runs them (Constellation Energy/Vistra) + the tools that make them (Disco Corporation).
  4. From single-factor → barbelled. Recognising AI-capex concentration, the manager retained + added the diversifying ring (payments, China, healthcare, EV) as ballast.
  5. From momentum → value-aware. Contrarian value entries (Tencent, PayPal, Li Ning) sit beside high-growth AI names, a willingness to buy discounted secular franchises.

Sector/Style Shifts Summarised#

| Dimension | Then (Phase 0) | Now (Phase 5) | |, -|, -|, -| | Organising theme | Broad digital growth | The AI value chain | | Semis | Light/none | Core spine (NVDA/TSMC/MU/MRVL/Disco) | | Energy | None | Added (CEG/VST), "AI = power" | | China | Internet (Tencent) | Diversified (Tencent + BYD + Li Ning) | | Healthcare | None/light | Added (BioNTech + IQVIA) | | Software | Cloud/SaaS | AI-monetisation estate | | Style | Growth | Growth + value barbell |


Linked Notes#

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