Riverflow research

Explore the models, systems and creative workflows behind Riverflow. Read the research, inspect examples and find current access options.

Put the research to work

Explore current model examples, try the app or read the integration documentation.

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The EU AI Act Does Not Count Pixels

Does your AI-generated product image need a label?

Wing Chan

August 7, 2026

Riverflow 2.5

Explore custom judging, font control and multi-step image editing through Riverflow 2.5 examples.

Wing Chan

June 5, 2026

Introducing Riverflow Batch

See how Riverflow Batch applies AI-powered edits across asset sets, with output review built into the workflow.

Wing Chan

May 7, 2026

AI at Enterprise Scale

A new partnership with Propelis to explore scalable, brand-aware content production in CPG.

Oscar Vallance

April 13, 2026

Hype Edit 1 Benchmark

Hype-Edit-1 introduces a new reliability benchmark for frontier image editing models, helping teams compare instruction-following and edit consistency.

Richard Allen

February 2, 2026

Introducing Riverflow 2.0

Explore the Riverflow 2.0 launch research on reliability, font control and detail preservation.

Wing Chan

February 2, 2026

Introducing Sourceful Riverflow 1

Read the original Riverflow 1 research on reasoning-led image editing for branded creative.

Wing Chan

October 14, 2025

2D Artwork Extractor

The world’s first 2D artwork extractor from AI-generated packaging mockups.

Wing Chan

March 21, 2025

Spring 3.5 Release

Sourceful research presents Spring 3.5, a family of packaging specific models including Spring 3.5 Pro and Spring 3.5 Turbo, specifically for highly realistic creative concepting for packaging designers. achieving SOTA results in the packaging design domain.

Wing Chan

March 21, 2025