ML
Gradient boosting, forecasting, clustering and anomaly detection for structured business data.
Reading your context…
Hello Smart solutions, built from data — tuned to where you are.
aidiy is a platform to build data-backed smart products. We combine machine learning, deep learning and AI to turn raw signals into recommendations people actually act on. This page is a small demo of that: it has already personalised itself using nothing but your IP address.
locating…
01 · Feature extraction
One IP address, turned into a feature vector
Every recommendation starts with signals. Here's what our pipeline derived about your current context — in real time, without cookies, logins or tracking.
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🔒 Nothing is stored. The lookup happens on each visit and the result lives only in your browser tab.
02 · Ranking
Recommended solutions for your region
Our scoring model ranks solution blueprints against your region's industry profile and your live context. Each card explains why it ranked — explainability is a feature, not an afterthought.
03 · Live lab
A context-aware recommender, running in your browser
Imagine a store powered by aidiy. The sliders start at your real context — move them and watch the model re-rank the shelf instantly. Click items you like to teach it your taste.
Your taste vector
04 · The platform
From raw data to decisions, end to end
01
Ingest
Connect databases, event streams, files and APIs. Validate and version every dataset.
02
Engineer
Automated feature stores turn behaviour, time and place into model-ready signals.
03
Learn
Classical ML, deep learning and LLM-powered models — chosen per problem, not per hype.
04
Recommend
Low-latency ranking APIs with explanations your users and auditors can read.
05
Improve
Feedback loops, A/B tests and drift monitoring keep models sharp after launch.
Deep learning
Embeddings, sequence models and vision for when patterns get too rich for hand-built features.
AI
LLM agents and retrieval that put your own data behind natural-language answers.
05 · Let's talk
Let's build something smart together.
Tell us about your data and the decision you want to improve. We'll reply with a blueprint.
or write directly to thearch.in@gmail.com