software PM market analysis — 2026-09-10
The software sector’s AI narrative is moving past initial experimentation. NVIDIA’s State of AI report and OpenAI’s enterprise AI research both point to organisations directing spend toward improving existing AI deployments, expanding practical use cases, and building custom developer tooling aimed at revenue generation and competitive differentiation.
Demand outside AI remains steady. Cybersecurity continues to draw investment as buyers weigh integrated resilience and data protection platforms, a dynamic reflected in continued interest around CrowdStrike relative to newer entrants such as Rubrik. Subscription software buyers are placing similar weight on operational infrastructure, favouring automated billing and revenue recognition controls alongside core product functionality.
Taken together, the read-through is one of consolidation and operational discipline rather than a fresh growth catalyst. Whether AI initiatives translate into durable margins will depend on pricing and usage-measurement decisions that enterprises have only begun to formalise, while security and back-office infrastructure spend look set to grow in tandem with broader platform complexity.
Worth Tracking
- AI monetisation disciplinePricing and usage measurement will determine whether AI adoption converts into durable software margins.
- Cybersecurity platform consolidationBuyer interest in integrated resilience and data protection could reshape competitive positioning among security vendors.
- Subscription billing automationGrowing portfolio complexity is pushing buyers toward automated revenue recognition and operational controls.
This analysis was generated automatically and is for information only — not financial advice.