Ideas
AI will become primary care doctor
The future of medicine is that AI becomes your primary care doctor while patients go to diagnostic toolsets; American Medical is buying clinics to do diagnostics, using AI inside clinics to improve diagnostics, automate paperwork, and track population health trends; proactive diagnostics can catch disease early and be cheaper than the current broken incentive system.
Japan will be great startup market
Japan is still the third or fourth most important economy and has a legacy of innovation; over the last five years young people have shifted from seeking lifetime employment at big companies to wanting to start companies, and he believes Japan will be one of the great startup markets of the next 20-30 years.
Japan economic security sectors attractive
Pacific Bays focuses on Japan-linked aerospace, defense, space, and energy as part of economic security, partnering with the US to make Japan more resilient; he sees Japan's technical capabilities as applicable to these sectors.
Japan controls key semiconductor materials
Japan's hidden strength is its technical talent from multinational corporations working in materials and semiconductors; many tools and materials needed to make semiconductors that TSMC produces can only be found in Japan, with some categories at 90% monopoly, so he focuses on areas where those capabilities can be applied.
Japan to invest in AI robotics
Japan is choosing not to import low-skilled workers and instead wants to invest heavily in AI robotics, building companies similar to Palmer Luckey's Anduril, creating a domestic AI and robotics opportunity.
US defense tech is the focus
Pacific Bays looks at defense tech more in the US than in Japan; Japanese semiconductors and chips can be used in satellites and other defense applications, but the fund's defense tech investments are primarily US-focused.
AI ad optimization saves time and cost
Digital marketing never sleeps and manual campaign management wastes budget; Cascade provides an AI digital ad optimization platform that connects Google accounts in one click, optimizes across channels, reduces marketing operations from 40 hours to 1 hour monthly, and in tests cut CPC by 33% while increasing clicks by 49%.
Supplier risk intelligence solves procurement pain
Procurement teams struggle to find reliable suppliers and validate supply chain risk; Altsource Global provides risk analysis and supplier intelligence, with annual SaaS subscriptions and optional supplier discovery, enabling manufacturers to find alternatives in minutes instead of weeks.
AI goal coach drives daily momentum
People struggle to maintain focus and momentum on goals; Goalmochi is an AI-first goal-focused productivity coach that sends personalized daily goal summaries, action plans, and narrative visualizations, has 260 organic signups from an Anthropic MCP server, and targets a premium subscription for 812,000 obtainable users, potentially $80M ARR.
Altsource solves supplier discovery problem
Finding good suppliers is a large problem; from his robotics experience, finding the right motor was nearly impossible, and in healthcare doctors' back offices are messy and they overpay; Altsource's risk management and supply chain processing is interesting.
Altsource is Japan-relevant global opportunity
Altsource Global is the most regionally relevant pitch for what Japan is strong in, and he could see it becoming a global service; he emphasizes companies that must be from Japan but have global potential.
Goalmochi has outlier consumer upside
Although AI life coaching seems commodity, a daily device with a human in the loop could delight and surprise users and become addicting; there are many things to wrap around a coach, and it has the lowest chance of success but massive upside and profound impact.
Anonymous social network addresses loneliness
Loneliness is widespread—one-third of Japanese identify as having no friends—and existing social networks require friends or talent; RandomChat is a zero-star social network that lets users chat anonymously with no profile, has 4M downloads, 200k MAU, 17 minutes per day, three revenue streams, and plans to add AI-generated visual identity.
AI QA speeds software testing
Vibe coding increases risk of bugs during refactors; Air Test is AI-powered QA that takes a URL and within seconds analyzes the site and generates a full suite of automated tests in the cloud, with minutes-to-value versus hours for competitors; roadmap includes agentic bug fixes, UX gap analysis, and security mapping.
EIR is low-risk revenue winner
Air Test/EIR is the safe bet in the second group, low risk because it will make money, though it may cap out; he calls it a huge winner with a great strategy and considered it for his number two.
RandomChat founder can unlock consumer outlier
The founder had the strongest command and presence of all five pitches, with passion and a secret knowledge that could unlock something profound; RandomChat solves the cold-start problem by removing friction for lonely people, and while consumer apps are risky, he favors them for outlier outcomes like Robinhood and Uber.
EIR fits software development lifecycle
He sees where EIR sits in the software development lifecycle, though he has questions about competition; he picks it as his number two.
This This Week in Startups video, published January 24, 2026,
features Fred Almeida, Jason Calacanis, Maxwell Weiss, Cass, Maya, Matt, Gigi, Eugene
discussing American Medical Intelligence Inc., AI-SECTOR, EWJ, Japan aerospace/defense/space/energy, Japanese semiconductor materials/equipment, Japan AI robotics, ITA, Cascade, Altsource Global, Goalmochi, RandomChat, EIR.
17 trade ideas extracted by AI with direction and confidence scoring.
Speakers:
Fred Almeida,
Jason Calacanis,
Maxwell Weiss,
Cass,
Maya,
Matt,
Gigi,
Eugene
· Tickers:
American Medical Intelligence Inc.,
AI-SECTOR,
EWJ,
Japan aerospace/defense/space/energy,
Japanese semiconductor materials/equipment,
Japan AI robotics,
ITA,
Cascade,
Altsource Global,
Goalmochi,
RandomChat,
EIR
