SAP is moving beyond API fees by requiring explicit approval for external AI agents to access customer data. This strategy focuses on controlling and monetizing the valuable "context" (knowledge graphs, ontologies) that makes raw data intelligible for AI, representing a significant escalation in how enterprise firms protect their data moats.
The anticipated scarcity of AI inference compute is forcing a new VC playbook. Firms predict they will need to broker "special deals" between their own portfolio companies to secure capacity for startups. This transforms the VC value-add from providing cloud credits to acting as a strategic dealmaker for compute, a critical and scarce resource.
To diversify beyond NVIDIA and hyperscalers, Anthropic is exploring a deal with Fraptile, a UK startup whose inference-focused chips are not yet available. This signals a key strategy for major AI labs: building relationships with nascent hardware players to secure future compute capacity and mitigate vendor lock-in, even if the technology is unproven.
The enormous valuation of SpaceX's upcoming IPO means fund managers must sell existing holdings, likely in other Big Tech (Mag7) stocks, to buy in. This is not just an opportunistic bet on SpaceX but a defensive necessity to avoid underperforming benchmark indices, making underweighting the stock a significant career risk for portfolio managers.
For VCs, the primary value of upcoming AI IPOs is not short-term stock performance but the massive capital return to Limited Partners (LPs). This liquidity event is seen as essential to "feed the cycle," unlocking LP capital to fund the next wave of early-stage innovation, making the IPOs a net positive for the ecosystem regardless of their aftermarket trading.
VCs are shifting investment away from traditional SaaS because AI-powered 'cloud code' can easily replicate software features, eroding moats. Capital is now flowing to less replicable, technology-risk businesses like robotics, AI-driven hedge funds, and biotech. This marks a strategic return to underwriting deep technical innovation over predictable financial metrics.