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Shodh AI builds intelligence that helps
invent new molecules, materials, processes,
and machines - then shows how to make
them real. From atoms to factories. From
discovery to manufacturing.
INDIAAI MISSION

FOUNDATION MODEL 
FOR PHYSICAL
INVENTION

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THE PROBLEM

Physical invention is still too slow.

The world needs better batteries, drugs,
chemicals, materials, reactors, & factories.

But every breakthrough still depends on
years of experiments, pilot plants, failed
scale-ups, & expensive physical iteration.

Defines the physical goal - targets,
material constraints, safety boundaries,
and manufacturability requirements -
so the model knows what to invent.
Candidate Generation

Objective

The Customer's Problem
Step 1
AI predicts how each candidate will
behave under real-world conditions -
thermal, mechanical, chemical -
before a single experiment is run.
Behavior Modeling

Simulate

Virtual Testing
Step 2
Maps the most viable candidates to
practical synthesis routes, identifying
the exact precursors, conditions, and
sequences needed to make them real.
Synthesis Planning

Synthesize

From Digital To Physical
Step 3
Translates synthesis plans into precise
process parameters ready for pilot
plants or factory lines - no manual
engineering required.
Process Compilation

Deploy

Production Ready
Step 4
Validates physical outputs, delivers
a fully documented, manufacturable
product - cutting the research-to-
market timeline from years to months.
Validation & Commercialization

Reality

Years To Months
Step 5

Shodh turns science into
new physical products.

Give it an objective, a safer battery, a better catalyst, a scalable
process & it reasons across chemistry, physics, & manufacturing
constraints to generate a path from idea to reality.

One Model

Infinite Invention

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"From molecular design to factory-ready processes, a single intelligence that bridges the gap between scientific discovery and industrial reality."

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