Every vibe-coded app your employees built this quarter probably lives outside your security perimeter

Business users are already building internal tools with AI, and almost none of those apps sit inside IT’s control. They connect to external databases, external model providers, and external everything.

The rogue app problem has a new answer, and it runs on Aurora

AWS is helping vibe is an enterprise vibe-coding platform that lets non-developers build internal apps through natural language prompts, but unlike consumer tools, the apps it generates spin up Amazon Aurora databases inside the company’s own AWS account, route inference through Amazon Bedrock, and never send data outside the private cloud. An employee opens Superblocks, describes the tool they need, and gets a deployed application that IT already owns, audits, and controls from day one.

Operations and compliance teams feel this gap most sharply

• IT security leads who spend cycles hunting shadow applications built on external Supabase databases they never approved.
• Enterprise compliance officers at regulated firms where any data leaving the private cloud triggers a review process.
• Operations managers who need internal tooling fast but cannot wait six weeks for an engineering sprint.

The announcement pairs Superblocks with AWS Marketplace distribution, meaning AWS sales teams will actively co-sell it to enterprise accounts. That is not a small distribution lever.

AWS moving to own the AI scaffolding layer is the real story here

AWS does not yet have its own vibe-coding agent aimed at business users, which is exactly why this partnership exists now rather than later. If enterprise demand for business-user AI app creation keeps climbing, the hyperscalers that own the scaffolding, the databases, the inference gateways, will be the ones capturing that spend, not the model providers.

What you can actually do with this

• Build internal dashboards from natural language prompts without writing SQL.
• Deploy apps that automatically inherit your AWS encryption and network controls.
• Connect business workflows to internal data sources without external API keys.
• Give non-technical teams self-service tooling that IT can audit from a single pane.

Superblocks has raised $60 million through its Series A, backed by Kleiner Perkins, Spark Capital, Meritech Capital, and Greenoaks.

Pricing

Pricing not listed at the enterprise tier — check our directory.

The part worth watching

This only works cleanly if your company is already standardized on AWS. Teams running multi-cloud or on-premises infrastructure will find the private-cloud story considerably messier to realize.

Alternatives worth comparing

Retool offers a similar no-code internal tool builder with strong enterprise controls, though without the native AWS private-cloud deployment model. Microsoft Power Apps gives Office-heavy organizations a comparable business-user builder tied to Azure, not AWS.

The battle for where enterprise AI apps actually live is just starting

The hyperscalers are making their move to own the full stack beneath every AI-generated business app, and the window for cloud-agnostic approaches is narrowing fast. We cover tools like this every Friday — subscribe here and we’ll send the best ones straight to you.