Generative AI (gen AI) is not only accelerating how businesses adopt AI but how they innovate, too. Companies want to deliver products and services anytime, anywhere and the rapid rise of AI can make that a reality, but there are risks to avoid. Customizing large language models (LLMs) for the enterprise requires data quality and security and a responsible approach to AI.
Our AI solutions have ethics, transparency, and accountability at the core. We take a four-stage approach with LLMs to help organizations move seamlessly from prototypes to fully scaled gen AI applications:
- Prompt tuning to query foundational AI models on specific tasks
- Few-shot learning that enables pretrained models to learn from new categories of limited sample data
- Fine-tuning to refine pretrained models and improve output
- Customized, enterprise-grade LLMs focused on specific business functions and industries
How do we deliver AI success? We have more than 20 years' experience designing business processes, creating data foundations, and leading digital transformation for global corporations.
With our team of 22,000+ data scientists and AI experts and a broad ecosystem of partners, including AWS, Dataiku, Google Cloud, and Microsoft, we deliver sustainable business growth and competitive advantage to our clients. Fast.