An AI that knows you.
Before you do.
An invitation to back — or co-build — the world’s only Zero-Prompt AI. A foundational model of human behaviour, not language.
The bottleneck is not intelligence.
It is the lack of behavioural intelligence.
The last decade taught machines the structure of language. The next belongs to those who teach them the structure of behaviour.
Every Large Language Model in production today waits to be prompted. It is reactive by design — it cannot act in your interest until you tell it to.
We have spent four years removing that bottleneck. The Large Behavioural Model (LBM) is the world’s only foundational AI built on causal inference — learning the causal structure of an individual’s behaviour, then acting on it. It anticipates. It adapts. It does not wait to be asked.
Then it responds.
Trained on text. Optimised for language. Requires a prompt to act. Models what people say.
Then it acts.
Trained on behaviour. Optimised for causality. Requires no prompt. Models why people do.
Two products. One foundational model.
Dots-In does not ask what you want. It already knows. Behavioural intelligence that adapts the entire internet to you — the products, the content, the decisions — before you have to think about them.
A domain-agnostic behavioural-assessment platform. Education, finance, hiring, healthcare, retention — wherever humans make decisions, Assessli evaluates the behavioural signal beneath the surface.
Already in the hands of real users.
Not a research demo. Not a pitch-deck claim. In production today — with measurable signal at scale.
Users onboarded across Dots-In and Assessli — real behaviour, real signal, real engagement.
Behavioural causal edges validated — the foundation of the LBM’s causal graph, computed at scale.
Independently validated.
Three years of recognition from India’s most respected technology institutions.
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Hotel Sheraton, Bengaluru
Responsible AI Track
Learning Assessment · Shortlisted
In good company.
Recognised partners, programs, and institutions that validate the technology and the team.


What the industry is saying.
The proof underneath.
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Timing is everything in venture. I respect the decision and I’m grateful for the few minutes you spent with this.
If you would like to remain on a quarterly update list — one note per quarter, nothing more — do let me know at ceo@dotsin.ai. And if your view changes, the door remains open.