Generative AI
Turn language and knowledge into intelligent experiences.
Refit Gears explores generative AI systems that can understand information, generate useful outputs, and help people interact with knowledge in new ways.
The opportunity
AI can make information easier to understand and use.
Generative AI can work with large amounts of language and information, making it possible to build new ways of searching, summarizing, creating, and interacting with content.
The challenge is creating systems that are useful in a particular context rather than relying on generic model responses.
Refit Gears focuses on connecting generative models with the right context, application logic, and user experience to create practical systems.
Capabilities
Practical uses of generative AI.
We focus on generative AI applications where language, organizational knowledge, and intelligent interaction can create meaningful value.
AI Assistants
Build conversational systems that can help users find information, answer questions, and interact with AI naturally.
Document Intelligence
Use generative AI to understand, summarize, classify, and extract useful information from documents and text.
Knowledge Systems
Connect AI with trusted organizational information to create systems that can work with business-specific knowledge.
Content Generation
Use generative models to support the creation of text, ideas, summaries, and other forms of digital content.
Our process
Build around context, not just the model.
The quality of a generative AI system depends on more than the underlying model. Context, data, evaluation, and product design all matter.
Understand
Identify the information, users, workflows, and outcomes the generative AI system needs to support.
Ground
Determine what trusted data and context the system should use to make responses more relevant and useful.
Build
Integrate suitable models, retrieval systems, prompts, interfaces, and application logic.
Evaluate
Test outputs, refine the system, and improve reliability, usefulness, and user experience over time.
Explore generative AI
Have an idea that could benefit from generative AI?
Tell us about the problem you are solving and let's explore what a useful generative AI system could look like.
Start a conversation