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Sftwtrs.AI logoSFTWTRS.AI FROM OUR FOUNDER
Nilesh Khetrapal
Founder and Principal Scientist, known to friends and clients as Nile
BACKGROUND
  • Cybersecurity
  • Digital forensics, Champlain College, Vermont
  • Applied AI research
LEADS

A core research team in Gurugram, backed by hundreds of engineers across our delivery network

A PERSONAL WORD

A note of thanks.

Thank you for getting to know us. Everything in them exists because a client, a partner or a colleague trusted us with a hard problem, and I am grateful to every one of them.

I started Nilesh AI Systems in Gurugram in late 2023 with one conviction: engineers deserve AI that understands the physical world as deeply as they do. When a model understands physics, inspection is quicker to set up and a digital twin becomes something you can trust.

We have always wanted to be a software company that serves other engineers. Our Wtr systems, and the products built on them, are how we keep that promise. When a client needs the complete system, we gladly design and deliver the machine as well.

At heart we are AI and cybersecurity researchers, and our work spans three practices that see, think and protect. The four technologies at the heart of our work run through all of them: world models inside machines and plants, virtual twins of whole sites, knowledge graphs beneath every enterprise system, and compliance tech that keeps it all safe. We keep hours that overlap with our friends in the United States, so nobody is left waiting.

If anything here sparks an idea, I would genuinely love to hear from you.

With gratitude,
Nilesh Khetrapal
Founder and Principal Scientist, Nilesh AI Systems Pvt Ltd
Nilesh AI Systems Pvt Ltd · sftwtrs.ai06
Sftwtrs.AI logoSFTWTRS.AI AT A GLANCE
WHO WE ARE

AI and cybersecurity researchers who see, think and protect.

Nilesh AI Systems Pvt Ltd is a Gurugram-based team of AI and cybersecurity researchers, backed by hundreds of engineers we can bring in as soon as a project needs them. Under the Sftwtrs.AI brand we build physical AI systems, knowledge graph platforms and the security that keeps both safe, then put them to work at plant and enterprise scale.

BY THE NUMBERS
100s
Engineers on call through our delivery network, ready as a project grows
6
Wtr products, from world models to privacy tech
5
Wtr system tiers, from one machine to a whole port
3
Practices that see, think and protect
8
Cameras on one modest PC, with no costly GPU
10
Ready-made WtrDB knowledge graph templates
24x7
Detection and response for the estates we protect
9
Sectors served, from automotive to the public sector
NVIDIA INCEPTION PROGRAM PARTNERMICROSOFT FOR STARTUPS MEMBERFOUNDED 2023 · GURUGRAMDPDP COMPLIANCE TECH
SEE
Industrial AI
World models, inspection, 3D sensing and robotics
THINK
Enterprise AI
Knowledge graphs, governed agents and virtual twins
PROTECT
Cybersecurity
Compliance tech, testing, 24x7 response, AI security
SECTORSAutomotiveAerospaceManufacturingPorts and infrastructureEnergy and utilitiesIT, SaaS and BPOBanking and paymentsHealthcarePublic sector
WHERE WE ARE GOING
A model provider and a service provider for large-scale projects, with Tier 1 suppliers, OEMs and large enterprises as our closest partners.
Nilesh AI Systems Pvt Ltd · sftwtrs.ai07
Sftwtrs.AI logoSFTWTRS.AI INSIDE OUR LABS
INSIDE OUR LABS

The research behind every product.

We spend our days on problems most teams only read about: models that understand the physical world, reasoning that proves itself consistent, and security for AI itself.

Six areas we are pushing forward

SEE
World models
Wtr systems turn every camera into embeddings, so a new part is configured rather than retrained.
POWERS WTR TINY TO PRIME
SEE
LiDAR and 3D sensing
Point clouds fused with images for measurement, safety zones around cranes and as-built checks against CAD.
POWERS SCAN-TO-TWIN, PLANT SAFETY
THINK
Sheaf-theoretic reasoning
Sheaf cohomology checks that every camera, source and fact agrees before a verdict or an answer is given.
POWERS WTR.INSPECT, WTRDB
THINK
Gaussian Splatting twins
Photoreal twins rebuilt from a camera walk, streamed region by region to a browser or a VR headset.
POWERS WTR.SCENE
THINK
Governed AI agents
Agents that reason over a knowledge graph and pass a policy engine before every action they take.
POWERS WTROSPAI
PROTECT
AI security posture
An engine that maps models, data and agents across your cloud and finds the risky paths between them.
POWERS AI SECURITY, WTR.AEGIS
HOW RESEARCH REACHES YOU
From the lab to your line
Our core team takes each idea from research to product, then draws on hundreds of engineers to deliver it at scale.
BACKED BY
NVIDIA Inception partner
A grant for training our own world models
Microsoft for Startups member
Building and scaling on Microsoft Azure
Open research programme
Academic collaborators on sheaf-based inspection
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Sftwtrs.AI logoSFTWTRS.AI COMPANIES THAT TRUST US
WITH GRATITUDE

Companies that trust us.

Clients and partners across manufacturing, infrastructure and technology. We describe each by its sector to respect their confidentiality, and we are grateful to every one of them.

AUTOMOTIVE, METALS AND MANUFACTURING
Tier 1 press and weld supplier
Automotive component maker
Tier 1 body parts supplier
Aluminium and metals major
Integrated steel producer
Global food manufacturer
ENERGY, INFRASTRUCTURE AND PUBLIC SECTOR
Power generation company
Power EPC company
Public sector engineering firm
Defence electronics manufacturer
Major Indian port authority
National railway operator
Cleantech innovator
State IT agency
TECHNOLOGY, SERVICES AND PARTNERS
AI analytics company
Travel and holidays company
Global cloud partner
AI computing partner
Systems integration partner
And others across India and abroad

To every organisation we work with: thank you. Your trust is the reason this company exists.

Organisations are described by sector. Names are shared on request, with their permission.

Nilesh AI Systems Pvt Ltd · sftwtrs.aiExplore

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Tell us what you want to see, understand or protect better.

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