Change.org, the world’s largest platform for social change, enables anyone to start campaigns and mobilize support. With thousands of campaigns launched daily, not all adhere to Change.org's trust and safety terms. Fractional AI partnered with Change.org to automate content moderation, so the team can spend less time reviewing content and more time supporting changemakers.
The Change.org back-office team built an impressive system in Google Sheets that used LLMs to proactively flag half of violations, but finding the other half was still a big drain on time and the site experience.
Solution
Fractional AI built an AI-powered content moderation system to automatically review content that violates Change.org’s guidelines.
Models used: GPT 4o, we fine-tuned GPT 3.5 using OpenPipe Tools used: Langchain, Langsmith
Impact
The new system catches 77% of violations while halving the proportion of false positives.
Case study
Airbyte: Taking API Integrations from Hours to Minutes
Airbyte is the leading open-source data integration engine that helps you consolidate your data in your warehouses, lakes, and databases. Airbyte’s users spend a lot of time building API integrations – a complicated and time-intensive process, so Airbyte hired Fractional AI to develop an AI-powered connector builder, producing API integrations in minutes, not hours.
Building API integrations is tedious and complicated.
Engineers have to navigate lengthy API docs, extract relevant details, and manually configure complicated connectors in Airbyte’s tools – all of which takes time away from other engineering projects.
Solution
Users input the API docs URL, and the AI Connector Builder, built by Fractional AI, crawls API docs and configures an Airbyte connector.
You can now build an API integration in less than 5 minutes with the help of AI.
Who
Airbyte is the leading open-source data integration engine that helps you consolidate your data in your warehouses, lakes, and databases.
What
Airbyte had long innovated to make building API integrations less tedious, but could integration building be automated?
How
Fractional AI partnered with Airbyte to develop an AI-powered, zero-code connector builder, producing live API integrations in minutes, not hours.
Case study
Superintelligent: Personalizing Learning with RAG
Superintelligent is the learning platform for AI, offering tutorials on AI tools that are hands-on, practical, and easy to follow. When debuting their platform, Superintelligent imagined a fully personalized, AI-powered user experience, but where do you start with a project that big? Fractional AI partnered with Superintelligent to build an AI chatbot as the first step towards that vision.
Learners needed a way to quickly navigate the platform’s hundreds of tutorials and tool recommendations to find relevant AI tools for their specific needs.
Solution
Fractional AI developed an AI chatbot using RAG to recommend specific tools to learners.
The chatbot has given hundreds of recommendations - eliminating the need for extensive searches, so users can spend less time searching and more time learning.
Zapier built an AI integration builder but its performance was a black box. Fractional AI partnered with Zapier to take their AI system to the next level.
Change.org needed an affordable way to review thousands of daily user posts. Fractional AI built an AI-driven content moderation system, boosting accuracy and cutting costs.
Why leading companies choose Fractional AI as their AI development partner
Real impact, not just flashy demos
We build production-grade AI solutions that scale with your company’s growth, closing the gap from proof of concept to real-world impact.
Tested applied AI expertise
We’ve seen hundreds of AI projects, enabling us to de-risk your project, accelerate delivery, and leverage the latest techniques to deliver value.
Bottoms up AI transformation
We’re more than your AI engineering team – we’re your AI transformation partner. By embedding with your team, we enhance their AI skills and empower them to lead future projects.
Top San Francisco-based talent
We are a team of veteran engineers, bringing together the AI expertise and full-stack engineering skills to get your project into production.
Danny Moldovan
Co-Founder at Change.org
FractionalAI has been invaluable in leveling up our internal gen AI automations. Their team took the time to thoroughly understand our unique issues and requirements, then applied their AI expertise to our content moderation workflows, significantly boosting our system’s accuracy and efficiency. They packaged their custom built solution in a flexible, API-driven component, enabling seamless deployment. I just hired them again, this time to build automations to support my PR team.
Ian Meyers
Co-Founder at Sincera
We had a tough AI problem that we wanted to solve quickly and systematically. Fractional AI was an incredible thought partner that embedded seamlessly with our team.
Not only were we able to solve our immediate challenge our team leveled up our own AI skills for the future.
Michel Tricot
CEO & Co-Founder at Airbyte
AI Assist in the builder was a huge milestone for our 1.0 launch! As many of you know, going from Prototype to Live when dealing with LLMs is a challenge for many companies.
On our side we worked alongside Fractional AI to get this amazing product live :)
Nathaniel Whittemore
CEO at Superintelligent
Have been collaborating with these guys on something I get to share soon and HIGHLY recommend them
Get AI into production
Most AI projects never cross the finish line. But at Fractional AI, 100% of our projects are currently in production or on track for production deployment.
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