Sriya.AI's Large Numerical Model reads every click, scroll and search on your site and turns it into one explainable number — the DXI — that predicts who's about to buy and shows you exactly how to lift conversion 20–80%.
E-commerce, travel and payments businesses all lose value the same way: silently, and at every step of the journey — not just at checkout.
LNM-AI doesn't replace your analytics — it gives every visitor a single, explainable score that tells you how close they are to buying, and why.
Every click, scroll, search and session is captured across your site, app and ads.
SXI++ compresses every signal into one quantitative, explainable engagement index.
DXI is super-correlated to real conversion — so you act on it, not on a guess.
DXI breaks down into four sub-scores, so a single number never feels like a black box.
“DXI is the credit score for digital engagement — for any platform, any industry.”
HOW WE DESCRIBE IT INTERNALLYHow visitors view and rate your website's design and clarity.
How visitors move, scroll and search across your site.
How visitors actually transact once they reach checkout.
How that engagement ladders up into your real business KPIs.
DXI reports break down into four views your team can act on the same day.
The proprietary engine that powers every Large Numerical Model. No black boxes — every score comes with a reason.
A blend of ML/DL formulas and statistical methods, refined with reinforcement learning.
Empirical and interpretable — not a black box like general-purpose LLMs and ML.
Validated on 50+ real-world datasets, outperforming Auto-ML and general LLMs.
Accuracy on real e-commerce case studies, by platform
LNM-AI runs as an agentic pipeline — each step handled by a dedicated agent, with a human always in the loop.
Automates engineering across multi-modal, multi-API sources — numbers, text, images and A/V — into one clean dataset.
Selects and explains the right AI/ML model, powered by SXI++, and connects predictions back to your KPIs.
Translates insight into operational workflows and tracks outcomes in real time, with human oversight.
DXI is already running in production for a growing roster of customers and research partners.
Industry & academic partners: Helvoet · Empower Health · Arizona State University · DDM · Clarkson University
Led by repeat founders and faculty researchers with deep commerce and AI experience.
Send us your site and we'll show you a sample read — no integration required to start.