Summary
The work between Automat-it and Fabella was selected as an AWS Gamechanger in March 2026. Automat-it helped Fabella create a way for companies to easily build engaging e-learning with an agentic AI solution on AWS. The result is e-learning reinvented, with course creation time cut by 80% and the ability to be hyper-specific, accurate, and impactful with the type of courses created. All possible through agentic AI and ‚vibe authoring‘.
About Fabella
Fabella is a Swedish company that applies knowledge of gaming technology to the e-learning space. The Fabella platform enables what the company calls „Vibe Authoring“—an agentic AI-native way for course creators to build interactive, scalable learning content designed to engage employees without requiring them to master technical knowledge.
The Challenge: Accelerate and Expand Content Generation
Generic onboarding sessions and corporate compliance trainings can often feel like a chore for employees, leading to disengagement. Fabella identified several key bottlenecks in traditional e-learning development:
- High Barrier to Entry: Creating a course required dual expertise in both the subject matter and complex technical authoring tools.
- Slow Content Generation: The previous process for creating a course outline took approximately 10 minutes, slowing down the time-to-market for critical training.
- Lack of Personalization: There was a need for more relevant, personalized training that could be easily accessed across various devices, including phones, laptops, and tablets.
The Solution: An Agentic-AI Powered Platform
Automat-it partnered with Fabella to build an agentic AI-powered platform on AWS that simplifies and improves the course creation experience. Key components of the solution include:
- Amazon Bedrock AgentCore: This powers the conversational experience and leverages multiple AI models to generate high-quality course content.
- Conversational Workflow: Agentic AI allows for an interactive workflow where the platform remembers context and specific customer needs based on the conversation.
- Amazon Bedrock Knowledge Bases: This allows the AI to securely find and use a customer’s own documents as a foundation for course content.
- Custom Guardrails: Created by Automat-it engineers, these enable specific safety and content rules tailored to each customer’s requirements.
The Results
The implementation of agentic AI has transformed corporate training from a mandatory task into an essential part of the employee career journey.
Standout results include:
- 80% Reduction in Creation Time: Initial course plans are now delivered in just two minutes, down from 10 minutes.
- Enhanced Engagement: Personalized trainings lead to more engaged learning and greater opportunities for upskilling.
- Seamless User Experience: Users feel they are having a collaborative conversation with an assistant rather than operating software.
- Improved Ideation: Customers benefit from quicker results and more seamless information-sharing during the creation process.
AWS Gamechanger
This project was selected by AWS as an AWS Gamechanger – a showcase of AWS partners and customers who are transforming business with AI solutions on AWS, featuring world-changing innovators captured through the lens of legendary photographer George Lange. Automat-it was selected alongside the likes of PWC, Anthropic, and Deloitte.
You can read the full story here: Automat-it and Fabella AWS Gamechanger e-book and find out more about the AWS Gamechanger series here.
Time to accelerate with agentic AI?
Ready to make real change using agentic AI? Talk to the Automat-it team today and start transforming how you deliver and scale your solutions.