After the application-layer gold rush, capital is rotating back to the picks and shovels: data platforms, developer tools, and the systems underneath AI.
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Wikimedia Commons · CC BY 2.0Founders raising once and building to profitability are no longer contrarians; the capital-efficient path has its own playbook and investors.
Technical founders are building AI-first companies in accounting, logistics, and compliance, competing with service firms rather than selling to them.
With foundation models commoditizing, application companies are anchoring on proprietary data, workflow depth, and regulatory position.
Structured tenders for employees and early investors are normalizing partial liquidity, changing when companies must exit at all.
AI, blockchain, markets and enterprise technology. One concise briefing.