Turnkey AI Data Annotation & Model Fuzzing SaaS Platform 🏷️ For Sale!

Have you ever wished you could own a money printer? One lucky buyer is about to.

With a stretched job market and AI everywhere, people have flocked to data annotation companies for new gig work. However there's a key ingredient many of these data annotation services lack: a critical focus on the data. With processes built more around securing money than on data, the core point of data annotation often gets missed, producing datasets of questionable veracity and training value. This is where you (or we, see Acquisition Options below) step in.

This turnkey AI data annotation SaaS prioritizes verified datasets, with a unique, brandable and marketable focus on "model fuzzing". This focus on "AI fuzzing" positions the platform uniquely, while being structured to support distributed work more generally. All of this combined with intentional attention to minimizing client spends makes this platform easily brandable/marketable, and primed to go-to-market with the right team backing it.

Technology

This platform has been hand crafted by decades of experience without a line of "vibe coding" to be found; purpose made to solve for the market niche left waiting for this platform to fill it. It's built to be modular, flexible, extensible, integrable, and the IaC codebooks featuring CI/CD are already baked and ready to deploy to production.

Each piece of technology and architecture/design choice has been made to enable a durable platform that's easy to expand and maintain, even by a small team or solo-preneur technologist with some sales experience.

Infrastructure

• Backend Services: AWS EC2, AWS Lambda (IaC via Terraform)
• Backend Code: AdonisJS, Lucid ORM
• Frontend Code: Edge, Alpine.js, Bulma.css
• Payment Providor: can be integrated with your Stripe or Paypal as part of sale

Client Integrations

• Supported Integration Types: MCP, OAuth, API Key
• Supported Model Types: LLM Code Gen, LLM Sys Prompt, VLM Sys Prompt, VLM Image Gen, VLM Image Parse, VLM Image Parse, LLM Reason, Mixture of Experts, Expert
• Supported Task Types: Analysis, Annotation, Build, Creation, Fuzz, Review

Misc.

• built with codegen AIs in mind, but enables generalized distributed work via creator, analyst, builder, etc types
• could be ran as a multi-tenant or single-tenant hosted SaaS, or licensed to AI companies as a white labelled in-house solution
• given the nature of the machine, back office recruiting services are an easy play for additional revgen
• invite system supports admin, org user, project, and account (worker/org) invites; can be extended with more types

Ideal Buyer

Someone with a strong background in quickly spinning up tech teams, particularly if they have a sales background to line up AI projects as clients. A background/network in AI technology would be well suited as well. With a minimal team, even a few average spending clients will keep this project operating in the black. The right buyer will be printing money before they've had a chance to realize they spent any.

Technologist Needs

Given the nature of the product, a technologist will be needed to successfully operate and expand the platform. The purchaser is free to grab-and-go with their own dev/devops team. Below outlines an option where I'd entertain continuing on the project in a technologist role for a period to ease early launch and expansion.