software AM market analysis — 2026-09-05

Software earnings commentary this session points to a widening split between enterprise and consumer demand. Enterprise AI and cybersecurity spending is holding up better than consumer-facing software, where weakness is becoming more visible.

That resilience comes with a caveat. Contract announcements around enterprise AI are not a reliable proxy for revenue stability, since a large share of pilots are still failing to reach production deployment. Vendors that can show pilots converting into live workloads are demonstrating a materially different quality of demand than those simply announcing new agreements.

Subscription remains the dominant commercial structure across the sector, spanning both newer entrants and vendors migrating away from legacy licensing. Academic work on recurring-revenue businesses reinforces that the durability of that model rests on retention, pricing design and execution, not on the billing structure itself.

Taken together, the read-through favours infrastructure, productivity and cybersecurity vendors with clearer enterprise exposure, while discretionary and consumer-oriented software faces more pressure. The evidence on AI monetisation is still mixed enough to warrant a cautious stance rather than a directional call.