Sugarwork and AE.Studio partner to bring organisational context to enterprise AI deployment

Sugarwork and AE.Studio today announced a go-to-market partnership targeting one of the most common reasons enterprise AI projects stall: building automation on top of work that nobody has ever documented. The partnership pairs Sugarwork's platform for surfacing how organisations actually work with AE.Studio, the AI and ML studio behind production deployments for Fortune 500 enterprises and venture-backed growth companies.

For enterprise teams whose AI initiatives stall between pilot and production, the partnership offers a structured fix for the issue most often to blame: nobody ever wrote down how the work actually gets done.

Under the agreement, the two companies will collaborate on joint go-to-market opportunities, referring customers to each other where there is a strong fit. Where appropriate and agreed on a per-engagement basis, AE.Studio’s AI and ML teams may also work with Sugarwork customers on AI project scoping.

“Most enterprise AI initiatives fail at the same point — they’re built on top of work nobody has ever written down. Sugarwork addresses that gap, and we see a clear opportunity to bring it into client conversations where the fit is right. We’re glad to be partnering with Vanessa and the team,” said Doug Lorenzen, CFO, AE.Studio.

“AE.Studio works with operators who take AI delivery seriously - people who’ve run large scale deployments and know where they fall over,” said Vanessa Liu, CEO and Cofounder of Sugarwork. “Having a partner of that caliber adopt Sugarwork internally, and introduce it to their clients, tells us we’re building something that works in the real world.”

About Sugarwork

Sugarwork makes human work explicit so AI systems can augment, rather than replace, institutional knowledge. Founded in 2022 and headquartered in New York, Sugarwork was acquired by Decidr AI Industries (ASX: DAI) in January 2026, and operates as a Decidr subsidiary. Its platform is used by organisations preparing for agentic transformation.

About AE.Studio

Founded in 2016 and headquartered in Marina del Rey, California, AE.Studio has delivered AI, data, software, and blockchain projects across a decade of work with Fortune 500 enterprises and venture-backed growth companies. The firm operates a hybrid model, with a research lab in AI alignment and brain–computer interfaces and a studio shipping production AI products.

About Decidr AI Industries Ltd

Decidr AI Industries Ltd (ASX: DAI) is an agentic transformation company building the operating systems that help enterprises deploy AI at scale. Learn more at decidrindustries.ai.