The leading AI image platforms in 2026 — Google, OpenAI, Midjourney, Black Forest Labs, Adobe, Ideogram and Recraft — compared on model quality, pricing, licensing and who carries the copyright risk.
For platform, IT and data teams choosing where corporate knowledge retrieval lives. Amazon closed Kendra to new customers, Microsoft moved agentic retrieval to GA, and Glean raised at a $7.2B valuation. Seven platforms ranked, with real pricing and real limits.
A practical comparison for teams automating invoices, claims, forms and contracts — and a category that changed hands in 2026, with Coupa buying Rossum and UiPath folding its document stack into a single product.
How open-weight models reached a third of production traffic while collecting almost none of the revenue — and why that split is the equilibrium rather than a stage on the way to one.
How Google's decision to gate its most capable security model behind a vetted-defender program redraws the line between what an AI can do and who is allowed to do it.