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An MCP should make it easy to give your AI agent tools.
Single feature software apps are becoming increasingly easy to build and quickly turn into commodities, especially with the rise of AI tools. However, two types of software continue to thrive: "vertical software," tailored deeply to specific industries (such as Toast, Inc. for restaurants), and "compound software," which combines multiple related features around a shared data platform (like Rippling). Both of these software approaches result in stronger customer loyalty, better pricing power, and higher market valuations. Today, vertical software companies trade at about 53% higher multiples compared to general cloud software providers.
OpenAI secured a $40 billion funding round at a $300 billion valuation, marking the largest ever capital raise for a private company, yet it projects a $5 billion loss this year despite massive user and revenue growth. The San Francisco-based company has rapidly become a leader across multiple domains, combining cutting-edge AI innovation with significant consumer and B2B milestones. Despite the impressive numbers, OpenAI acknowledges that sustaining its ambitious AGI goals will require many more funding rounds.
Investors often pass on startups because the potential market seems too small. There are six concrete frameworks founders can use to demonstrate market size clearly: presenting a large overall market with room for expansion (like new geographies or product upgrades), calculating bottom-up customer demand, aligning your product with major industry shifts (e.g., AI or climate tech), drawing convincing analogies (like calling your startup "Stripe for X"), starting in a smaller market but showing clear growth paths, and describing a future where new consumer habits dramatically expand the market.
AI is significantly enhancing established B2B leaders like Workday, which has boosted ARR to nearly $9 billion with 15% growth. Workday leverages AI across its product suite, resulting in higher customer retention, expanded ACV, and driving 30% of new customer expansions. The company maintains a strong financial position with a substantial subscription backlog and efficient operations.
TalkShift enables fast, AI-powered app translation into 25+ languages with real-time collaboration and easy JSON import/export.
Prompt Engineering Studio helps teams build, test, and deploy AI prompts at scale with a playground, version control, and AI gateway integration for 1,600+ models.
Arcade AI lets teams create interactive demos quickly with AI-powered content generation.
Most venture capitalists aim for billion-dollar unicorn startups, even though 90% of venture-backed companies fail to reach these massive valuations. This post presents an alternative investment model, citing real-world examples like Mailchimp's patient, bootstrapped journey to a $12 billion acquisition by Intuit Inc. and Freshworks' steady, profitable growth to $100 million ARR with less funding. Using data from Pitchbook and Cambridge Associates, it shows how profit-sharing deals and slower, sustainable growth produce healthier outcomes, higher founder satisfaction, and solid investor returns.
Google CEO Sundar Pichai claims AI Overviews are transforming search behavior, but new data from a 5-billion-query analysis tells a different story. While Google visits increased 9% after the May 2024 rollout in the US, users actually spent less time per visit and query length barely changed (just 0.6% longer). The data shows AI Overviews are creating a "quick answer" pattern rather than deeper engagement - users visit more frequently but leave faster.
Trade wars and supply-chain shocks might seem harmful for business, but these chaotic moments can actually help startups beat slower-moving incumbents. Tesla, Inc. quickly adapted during the global chip shortage by rewriting software to use different components while traditional carmakers like Ford Motor Company struggled. Drawing from Norse mythology—where Loki's disruptions ultimately lead to renewal—and historical shifts like Sony Corporation overtaking RCA by embracing portable radios, this post highlights how flexible companies that control their own product designs and supply chains ("vertical integrators") often seize ground when established giants falter.
Many seed funds are now subscale while megafunds operate like "venture banks."
AI tools have shown insane growth rates, but there's a problem lurking beneath the surface.
Founders and executives need to notice when criticism causes a defensive reaction, pause, and instead become curious, asking questions to fully understand the investor's perspective.