Aily Labs teams up with AWS on enterprise AI agents
Fri, 3rd Jul 2026 (Today)
Aily Labs has formed a strategic partnership with Amazon Web Services to deploy its AI decision intelligence agents to large enterprises.
Under the agreement, Aily will be available through AWS Marketplace, allowing customers to buy the platform through existing AWS accounts and apply spending against committed cloud agreements.
The arrangement targets Fortune 500 companies and covers agents for five business functions: finance, supply chain, manufacturing, research and development, and commercial operations. Aily will work with AWS to design, build and deploy always-on AI agents for enterprise customers.
The companies said the initial focus will be pharmaceuticals, consumer packaged goods and luxury. The deployment model is designed to let existing AWS customers run Aily's software inside their own AWS environments, rather than set up separate AI systems.
That approach is central to the pitch for large companies with established data systems and internal controls. Aily said existing AWS customers can deploy its platform in as little as one day using current data infrastructure and security systems, without new environments or additional compliance reviews.
The software uses Amazon Bedrock to access multiple foundation models. Aily said its "Super Agent" routes each decision to the model it considers best suited to the task, aiming to handle complex business scenarios across departments.
Production push
The announcement reflects a broader effort by technology suppliers to move corporate AI projects from trials into operational systems tied to day-to-day business decisions. Rather than focusing on standalone chat tools, the partnership centres on software that uses company data to generate recommendations across functions and update them in real time.
Aily said its agents are designed to connect decisions across business units, monitor their own performance, simulate what-if scenarios, and surface risks and opportunities. The company presents this as a way for executives and operating teams to use AI in areas such as stock management, sales planning and investment choices.
Aily also disclosed operating metrics intended to demonstrate existing scale. More than 1,000 AI agents are already live on its platform, processing and refreshing more than 3 billion data points each day.
Aily said those agents are forecast to unlock USD $685 million in inventory optimisation value, more than USD $550 million in incremental net sales, and up to USD $800 million in risk-adjusted net present value gains. It did not specify how many customers those figures cover.
Executive view
Bianca Anghelina, Founder and Chief Executive Officer of Aily Labs, outlined the company's view of enterprise demand for AI systems tied directly to business decisions.
"Enterprises don't need more pilots or reports, they need decisions," said Bianca Anghelina, Founder and CEO of Aily Labs. "Bringing Aily's agents to AWS Marketplace gives global enterprises an AI operating system they can run at scale, on infrastructure they already trust. That's how we build the agentic enterprise, together."
The tie-up also shows how cloud providers are using marketplaces and model platforms such as Bedrock to attract specialist software vendors targeting large corporate buyers. For vendors such as Aily, this route offers access to existing AWS customers that may prefer approved cloud channels over separate procurement processes.
For enterprise customers, the commercial appeal may lie as much in integration and governance as in model choice. Many large companies have struggled to move AI projects into production because of concerns over data access, security controls, procurement friction, and the complexity of fitting new tools into existing technology estates.
By emphasising deployment inside a customer's own AWS environment, the partnership addresses those concerns directly. It also aligns with a growing preference among large organisations to keep AI workloads within established cloud frameworks that already support internal risk and compliance requirements.
Aily said the agents are available as a managed subscription through AWS Marketplace, with billing consolidated through the customer's AWS account.