3 min
to SaaS midnight · editorial reading, not a forecast
Evidence rubric: 8 min Human judgment: −5 min
Our read, right now
What AI can do
Build app replicas and automate parts of legal, finance, and sales workflows. Credible capability signals — not proof of reliable, full replacements.
What it could replace
Parts of creative tools, document review, and routine business apps are exposed. Klarna reports major SaaS cuts through an in-house rebuild, not an LLM swap. Broad customer replacement is still unproven; some incumbents remain strong.
What gets us to the next minute
A one-point upgrade in capability, buyer requirements, or capital pressure takes 3 → 2 min with the human adjustment unchanged. We'd look for independently tested workflows, documented buying requirements, or broader funding stress. These are review signals, not automatic triggers; repeated customer displacement counts triple.
Timeline
World markets
Market context only — not part of the clock. Quotes may be delayed; index-linked instruments are not official index values.