Forbes contributors publish independent expert analyses and insights. Andrea Hill is a multi-industry CEO covering business & technology. Despite $30–40 billion in enterprise investment in generative ...

More than 80% of corporate AI projects never make it out of the pilot phase or fail to deliver measurable value once deployed, according to RAND research. This failure rate is two times higher than ...

Virtually every organization is trying its hand at AI, yet very few are seeing the payoff. Despite massive investment, most organizations aren’t seeing the results they were hoping for. According to ...

Most AI initiatives fail not because the models are wrong but because the data beneath them was never prepared for the job ...

Even as we emerge from generative AI’s tire-kicking phase, it’s still true that many (most?) enterprise artificial intelligence and machine learning projects will derail before delivering real value.

It is within this context that Madhusudan Nagaraja has been contributing independent advisory guidance as a member of the PMI Infinity Advisory Committee. PMI Infinity, launched in January 2024, is ...

Stretch projects build real skills while advancing your product roadmap. Peer learning preserves institutional knowledge and boosts team collaboration. Upskilling aligned with career growth improves ...

Community driven content discussing all aspects of software development from DevOps to design patterns. Agile software development is one of the most proven approaches to building software and ...