Synthetic data
Synthetic Data is artificially generated data that mimics real-world data in structure and statistical properties but does not originate from actual events or individuals. Created using algorithms, simulations, or generative models, synthetic data is used to train, test, and validate AI systems, especially when real data is limited, sensitive, or expensive to obtain. It helps improve model performance, preserve privacy, and accelerate development in areas like computer vision, natural language processing, and predictive analytics.
Related Insights
Transform Technology Performance with Gen AI
On this episode of the “Gen AI Breakthrough” podcast, Kyle McNabb leads a discussion with technology transformation leaders Jay Ruffin…
Transform Technology Performance with Gen AI
On this episode of the “Gen AI Breakthrough” podcast, Kyle McNabb leads a discussion with technology transformation leaders Jay Ruffin…
From Risk to Readiness: The Executive Playbook for Scaling AI in Technology
Most technology functions are advancing AI, but few are ready to scale. The Hackett Group’s Technology AI Readiness Playbook reveals…
From Risk to Readiness: The Executive Playbook for Scaling AI in Technology
Most technology functions are advancing AI, but few are ready to scale. The Hackett Group’s Technology AI Readiness Playbook reveals…
From Risk to Readiness: The Executive Playbook for Scaling AI in Procurement
Only a small share of procurement teams are realizing the promise of AI, yet leaders like Micron and McCormick are…
From Risk to Readiness: The Executive Playbook for Scaling AI in Procurement
Only a small share of procurement teams are realizing the promise of AI, yet leaders like Micron and McCormick are…
Achieving Digital World Class® Procurement Excellence Through Gen AI
In today’s new world with Gen AI, procurement is evolving from a transactional function into a strategic partner, with leading…
Achieving Digital World Class® Procurement Excellence Through Gen AI
In today’s new world with Gen AI, procurement is evolving from a transactional function into a strategic partner, with leading…