A AutoLab
Equity research workbench

A second brain for research, equities, and the fund.

Long-form analysis written under an explicit doctrine — fundamentals first, tier-tagged sources, steel-manned bear before the verdict, calibrated for asymmetric upside. Read the standards at /principles. Analysis, not investment advice.

Equities
23
single-name tearsheets
Research notes
1
first-principles deep dives
Fund briefs
2
Asymmetric Bets · EU Semis
Latest update
29 May
doctrine-compliant content
Held to a standard

Every analysis is held to five explicit principles — fundamentals first, trace every claim with a source-tier tag (T1 primary record → T4 single-source flag), steel-manned bear before the verdict, asymmetric-upside calibration, and plain-language explanation. The standards are codified, the autonomous-loop prompts enforce them, and the website surfaces the same doctrine fund colleagues will read.

Read the principles →

Latest equities

Most recent single-name analyses.

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Space / Satellite Communications · United States 0.62HIGH

AST SpaceMobile, Inc.

NASDAQ: ASTS

Pre-revenue-scale space-cellular pure-play; binary 5-20x optionality on BlueBird ramp and partner activation

2026-05-29 today direct-to-devicesatellite5g-ntn
Consumer Subscription EdTech · USA 0.62HIGH

Duolingo, Inc.

NASDAQ: DUOL

De-rated consumer-subscription compounder; AI is both the threat and the ARPU lever — asymmetric setup at <5x sales.

2026-05-29 today edtechconsumer-subscriptionai
Data Infrastructure / AI Storage · USA 0.62HIGH

Everpure, Inc. (fka Pure Storage)

NYSE: P

Rebranded flash leader pivoting to AI data management; hyperscaler design wins begin to monetize in FY27

2026-05-29 today ai-infrastructureflash-storagehyperscaler
Consumer Health / Telehealth · United States 0.58MODERATE

Hims & Hers Health Inc

NYSE: HIMS

Fastest-scaling DTC consumer-health platform; GLP-1 reset masks platform optionality the market is mispricing

2026-05-29 today telehealthdirect-to-consumerglp-1
E-commerce / Fintech · Uruguay (HQ) / LATAM operations 0.78HIGH

MercadoLibre, Inc.

NASDAQ: MELI

LATAM e-commerce + fintech compounder; fintech monetisation, credit, and ads under-monetised vs Amazon/Alibaba peers; investing aggressively into a 3-5× optionality

2026-05-29 today latamecommercefintech
Telecom Equipment / Optical Networking · Finland 0.62HIGH

Nokia Corporation

NYSE: NOK / HEL: NOKIA

Re-rated telecom-equipment incumbent now pricing AI-datacenter optical + Nvidia-blessed 6G optionality; cheaper trades behind.

2026-05-29 today 5g6goptical-networking