Enterprise AI Enablement: The Five Gaps Between Your Pilot and Production
Most enterprises have AI pilots. Very few have AI in production. The gap between the two is not a technology problem. It is five specific problems that never get scoped during the pilot and arrive as surprises after it succeeds.
The question your leadership will ask is not whether your team has run pilots. They will ask why none of it is showing up in the numbers yet. This session is designed to help you answer that with confidence.
In 45 minutes we will walk through the five gaps that decide whether your AI program delivers results or stays in a status report:
Data readiness - Are your production systems clean enough for your models to run on live data?
Model risk - Does your team know what model risk management will ask for before the review starts?
Production visibility - Once the model is live, can you see what it is doing and whether it is still accurate?
Integration debt - Do you know which connection in your stack will decide your actual go-live date?
Program ownership - Is there one named person with a view across all your AI initiatives - or a committee?
After the session we open the floor for questions. We will also be collecting questions from registered attendees ahead of the call and will address them directly during the session. Every registered attendee will receive a post-session checklist they can take into their next team meeting the same week.
Who should attend
CTOs, Heads of Digital, and VP-level technology leaders at enterprises currently running AI pilots and asking why more of them are not in production yet.
About the hosts
Wednesday Solutions is the product engineering firm behind more than 10% of India's unicorns. Enterprises across financial services, insurance, and payments work with Wednesday Solutions to modernise their core systems and build AI programs that deliver results beyond the pilot stage.
Praveen Kumar D is a technical leader who has designed and architected software systems for leading institutions across consumer tech, insurance, payments, and loyalty. He approaches technology as a tool for business scale and customer experience, not as an end in itself.
Mac (Mohammed Ali Chherawalla) is the co-founder and CTO of Wednesday Solutions. He has spent over a decade building digital systems at billion-user scale, from unicorn-stage companies to large enterprises, and has led engineering teams across some of the most complex product challenges in the Indian startup and enterprise ecosystem.