Generative AI assistants such as Microsoft Copilot can accelerate data analysis — but only when the person using them understands the code they produce, checks the results, and controls the data fed into the system; used blindly, they’re a fast path to plausible-looking but flawed numbers...
ai safety
auditability
code generation
copilot
data analysis
data governance
data privacy
enterprise governance
excel copilot
generative ai
model demos
numerical accuracy
python
reproducibility
transparency
verification
visualizationaccuracy
workflow automation
