That’s exactly the gap we’ve been building. Happy to catch up if useful to compare notes. In the meantime, a quick view of one of the products (3 version upgrades since this one) youtu.be/XdRAwgfn0R0 @Sanjay_Uppal

You’re right, and in regulated production the bottleneck isn’t tabular ML, it’s the absence of a control/application layer that governs how signals across tables become decisions that can be refreshed, audited & defended.

Here’s a Vertical AI Factory for quant modeling. This one’s for developing, validating deploying credit models. 💯X faster, higher accuracy, proven in 16 countries youtu.be/XdRAwgfn0R0

We believe AI Factory is fundamental to moving AI Modeling from an artisanal workshop into an industrialized framework An example of a Vertical AI Factory for ‘Credit Modeling’ (proven in 16 countries) : youtu.be/XdRAwgfn0R0

We’re well on that path…. AI that delivers unprecedented transformation, regulatory compliant & high ROI for financial institutions. Have a look : youtu.be/XdRAwgfn0R0

@IBM LinuxONE 4 offers an infrastructure designed for predictive AI workloads and secure data management. #CreditX — World’s fastest AI Credit Modeling Studio from FinbotsAI — now available and supported on #LinuxONE. #AI #ML #AIfactory #MLstudio #CreditRisk #Innovation

TIMES HAVE CHANGED… CREDIT MODELING HASN’T We have faster, safer, better cars now vs. the 1980s. BUT, how lenders develop Credit Models hasn’t changed. A high accuracy model still takes 6-18 months & can cost $ 0.2m - 1m+ ! What if you could do this 50x faster & cheaper ?

Ready for the #AI revolution experienced by financial institutions in 17 countries ? You too can build CREDIT MODELS : 🎯 Higher Accuracy 5️⃣0️⃣ times Faster 5️⃣0️⃣ times Cheaper Here’s a glimpse — lnkd.in/g9J3XcUY Ask for a demo today ! #creditscore #Risk

This is how we’re helping FIs… across countries, including with leading global tech cos. Would love to explore how we can collaborate youtu.be/XdRAwgfn0R0 @SPGMarketIntel

𝗙𝗶𝗻𝗯𝗼𝘁𝘀𝗔𝗜 𝗡𝗮𝗺𝗲𝗱 𝗔𝗺𝗼𝗻𝗴 𝗜𝗻𝗱𝗶𝗮’𝘀 𝗙𝗶𝗻𝗧𝗲𝗰𝗵 𝗣𝗼𝘄𝗲𝗿𝗵𝗼𝘂𝘀𝗲𝘀 𝟮𝟬𝟮𝟱 ! A testament to our 7+ year journey to redefine quantitative modeling in banks & FIs. The future of FinTech is intelligent — and we’re excited to be shaping it !