Dots-In & Assessli
Bridge Round 2026 · By Invitation
Bridge Round 2026By Invitation

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.

₹25 Cr · Pre-Series A · Minimum ticket ₹10 Lakh
I.  The Thesis

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.

Today — LLMs
You ask.
Then it responds.

Trained on text. Optimised for language. Requires a prompt to act. Models what people say.

vs
Tomorrow — LBM
It already knows.
Then it acts.

Trained on behaviour. Optimised for causality. Requires no prompt. Models why people do.

II.  The Products

Two products. One foundational model.

B2C · Consumer
Dots-In
Your zero-prompt AI companion.

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.

“The internet, rewritten in your image.”
B2B · Enterprise
Assessli
The behavioural engine for enterprise.

A domain-agnostic behavioural-assessment platform. Education, finance, hiring, healthcare, retention — wherever humans make decisions, Assessli evaluates the behavioural signal beneath the surface.

“The signal underneath every decision.”
III.  The Traction

Already in the hands of real users.

Not a research demo. Not a pitch-deck claim. In production today — with measurable signal at scale.

0+

Users onboarded across Dots-In and Assessli — real behaviour, real signal, real engagement.

0+

Behavioural causal edges validated — the foundation of the LBM’s causal graph, computed at scale.

IV.  The Recognition

Independently validated.

Three years of recognition from India’s most respected technology institutions.

IDEA Awards 2025 Best use of Machine Learning, NASSCOM AI Gamechangers 2023-24 Responsible AI Track, QS Reimagine Education 2023 Top 5 EdTech AI Tools
February 2025
Best use of Machine Learning
IDEA Awards 2025
Powered by Entrepreneur India
Hotel Sheraton, Bengaluru
2023 – 2024
Top 10 Responsible AI
NASSCOM AI Gamechangers
Responsible AI Track
2023
Top 5 Educational AI Tools
QS Reimagine Education Awards
Learning Assessment · Shortlisted
V.  Backed By

In good company.

Recognised partners, programs, and institutions that validate the technology and the team.

Intel AI Partner
AI Partner
Google for Startups
Member
NVIDIA Inception Program
Member
NSRCEL IIM Bangalore
Incubated
Intel
Incubated
VI.  In the Press

What the industry is saying.

VII.  The Architecture

The proof underneath.

Patent
Indian Patent IN #202431040192 — for the LBM architecture.
Research · arXiv
Peer-reviewed publication on arXiv — the foundational LBM model paper.
Research · SSRN
Companion paper on SSRN — the business and economic case for behavioural foundation models.
Enterprise
Samsung Galaxy Behaviour Kernel — proof-of-concept currently in execution.
Previous Round
₹3.2 Cr
Now Raising
₹25 Cr
Minimum Ticket
₹10 L
Your Move

Would you like to learn more?

A short form follows — three minutes. After that, the full materials and direct calendar access will be revealed.

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— The Materials —
What Happens Next

A simple, four-step process.

01
Discovery call · A 20-minute introduction to LBM, the products, and the round. Conversation only.
02
Materials & data room · If there is mutual interest, I share the full information memorandum, financial model, and data room access.
03
Diligence· Two weeks. Technical demo of LBM, customer references, legal & financial verification.
04
Term sheet & close · Convertible note or equity structure to suit. SHA execution, wire, and onboarding.
Direct Line
Suraj Biswas
Founder & CEO · Bengaluru
Acknowledged

Thank you for your consideration.

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.