# When ‘Fast’ starts slowing you down

AutonomyAI connects to your stack, your components, and your standards, so what gets generated is **ready to go live**

## Why choose AutonomyAI  over Base44

Designed for dev teams building real world products, not MVP’s or short lived weekend projects

| Feature |  |  |
| --- | --- | --- |
| Core Functionality |
| Code Generation<br> Both tools generate UI from natural language prompts. AutonomyAI extends the process into your actual codebase. |  |  |
| Code Update<br> AutonomyAI edits live repo files with full structural awareness. |  | Base44 lacks persistent context and doesn’t reliably update existing files in structured repos. |
| Visual Output & Mocked Data<br> Both platforms support visual previews. AutonomyAI adds dynamic state modeling. |  |  |
| Inputs |
| Jira Integration<br> AutonomyAI connects tickets to code delivery. |  | Base44 lacks built-in Jira or issue tracker integration, requiring manual context stitching. |
| Figma Integration<br> Both tools import from Figma. AutonomyAI preserves interaction logic and naming conventions. |  |  |
| Codebase Integration |
| Codebase Integration<br> AutonomyAI reads your and writes based on your existing infra and components |  | Base44 outputs must be copied manually; no direct codebase sync. |
| Custom Component Reuse<br> AutonomyAI references and reuses your existing components. |  | Base44 lacks awareness of your existing component library. |
| Component Reuse Across Screens<br> AutonomyAI remembers design patterns and applies them throughout your app. |  | Base44 treats every screen as a fresh task without context reuse. |
| Custom Library Support<br> AutonomyAI understands and applies your internal utilities and shared libraries. |  | Base44 doesn’t reuse or reference custom libraries from your codebase. |
| Guardrails from Project Configuration<br> AutonomyAI adheres to your ESLint, TSConfig, and naming rules. |  | Base44 does not follow your repo’s configuration or code quality rules. |
| Enterprise |
| Built For Teams<br> AutonomyAI is designed for collaborative work environments. |  | Base44 was built for solo makers; lacks multi-user support. |
| End-to-End Task Stitching<br> AutonomyAI merges prompt, design, planning, and code in a single workflow. |  | Base44 doesn’t connect prompt-to-code to task or design context. |
| Production-Grade Output<br> AutonomyAI delivers merge-ready, linted, testable code. |  | Base44 outputs raw, often untested code intended for demo use. |
| Structured Work Summary<br> AutonomyAI provides a clear, human-readable log of what was done. |  | Base44 does not output explanations, rationales, or logs alongside code. |

Startup Dev Teams  
Company Dev Teams  
Enterprise Dev Team

Mending Health created a production ready sidebar for their customer dashboard in 20 minutes. No figma

Deeto used Product Managers to handle frontend development. Overall screen development time dropped by 40%

Commit standardized component reuse across teams ensured consistent UI and enabled junior devs to ship senior-level code.

## Don't take our word for it.  Take Theirs.

AutonomyAI’s leadership team’s vision represents a fundamental shift in how organizations use AI, which will soon become the new standard.”

Gilad Shanyinvestor and Managing Partner at ION Crossover

Using AutonomyAI helped me focus on the main things in my workflow and accelerate the front end development”

Daniel Aziz Full Stack Engineer Novella

AutonomyAI is creating a real impact when it comes to managing your R&D. The focus on delivering production grade results is helping companies move faster and more efficiently"

Vikram MakhijaSr. Director R&D Google Cloud Security

AutonomyAI helped us move faster as a business and increase our production velocity in a very competitive market”

Eran BaronCEO and Co-Founder at Deeto

## Are we Right for you?

#### We're Perfect for:

###### **Modern SaaS & App Dev Teams**

You already have a codebase and components you just want to move quicker, ship faster and scale better.

###### **Enterprise Dev Teams**

You maintain and operate in a large codebase with complex dependencies and want to be agile without breaking things.

###### **Product Driven Teams**

Your design and engineering collaborate closely, and fast product pivots while maintaining design consistency and component reuse is a priority.

#### We're not a great fit for:

###### **Solo Entrepreneurs**

We shine when there’s a team, a codebase, and real complexity to work with. Prototyping a new product? Early stage tools like Lovable or Framer are a better fit.

###### **Codefree Stacks**

We're built for real codebases - not drag and drop or no code platforms like Webflow, Wix, or Framer.

###### **One Off Projects**

If your project won’t be maintained or scaled, our re-usability and code quality advantages won’t make much of a difference.