If 5% of AI projects succeed, then yours can too - and this is how
Successful AI deployments prioritize robust infrastructure, external partnerships, and focused use cases to overcome integration, skills, and in-house development challenges.
Shifting left might improve software security, but developers are becoming overwhelmed - communication barriers, tool sprawl, and 'vulnerability overload' is causing serious headaches for development teams
"Everyone talks about shifting left, but few are seeing the security gains they expected. Most organizations have tools in place, but they still struggle with noise, process friction, and developer resistance."
Working with Spotify's APIs can lead to extensive delays when moving apps into production; many developers face long waits and complicated resubmission processes.