AI Infrastructure That Reads
Your Business and Runs It.

We map your business into a living knowledge graph with WtrDB, automate every repetitive engineering task with WtropsAI, and deploy voice agents that handle communication end-to-end — so your engineers ship faster and your operations run themselves.

While others are still prompting tools, your entire operation is already mapped, understood and automated — from data to execution.

AI solutions built for real business outcomes.

Most businesses can't afford to wait 18 months to build an in-house AI team — and they shouldn't have to. sftwtrs.ai is a foundational AI lab based in Gurugram, India, built to give businesses immediate access to serious AI capability. Our researchers and engineers have spent years in the trenches solving hard, real-world problems across cybersecurity, predictive maintenance, demand forecasting, and intelligent personalization. No fluff. No staged demos. Just production-grade AI systems designed to run inside real business operations, at scale, from day one.

Why businesses work with us

A Lab, Not an Agency

We're researchers and engineers first. Every product we ship is backed by real technical depth — not outsourced, not templated.

INETLAIOUT

Real Use Cases Only

We don't take on vanity AI projects. We work with businesses on problems where AI creates measurable, operational value.

DiscoveryDesignBuildDeploy

Speed Without Compromise

From first call to live deployment, we move faster than an internal team — without sacrificing reliability or engineering quality.

Full-Stack AI Capability

Voice, knowledge systems, backend infrastructure, security — we cover every layer so you don't have to stitch together multiple vendors.

SecurityBackendKnowledgeVoice

Gurugram-Based. Globally Capable.

Built in India, engineered for global standards. We bring world-class AI capability at a fraction of the cost of Western alternatives.

IN

AI solutions built for real business outcomes

Voice AI Automation

Deploy AI voice agents for outbound campaigns, inbound support, appointment booking, lead qualification, and customer communication.

Knowledge Systems

Transform documents, SOPs, and internal data into AI-queryable systems using structured memory and graph intelligence.

AI Product Development

We design and build production-grade AI products tailored to real workflows and measurable outcomes.

Systems Architecture

Scalable backend systems, cloud infrastructure, deployment pipelines, and technical foundations built for growth.

Security & Reliability

Secure deployments, hardened systems, access controls, and resilient architecture for business-critical environments.

Workflow Automation

Reduce repetitive work across teams with AI-powered processes and intelligent automations.

Built by us. Designed for production.

Voice Input
AI Transcription
Enterprise AI Task Automation & Voice AI

WtropsAI

WtropsAI automates the repetitive engineering and operational tasks slowing your team down — deployments, workflows, internal processes, all running without human intervention. When communication needs automating too, the built-in Voice AI handles calls and customer interactions end-to-end.

KnowledgeDocsReportsPoliciesDataTeamsContext
Your Data. Structured as a Knowledge Graph.

WtrDB

WtrDB takes everything your company knows — documents, data, processes — and transforms it into a structured knowledge graph. So your AI always has the right context to reason over, connect and act on — not just raw data sitting in a database.

The Team

Meet the Principal Scientist

Nilesh R Khettrapal

Principal Scientist, sftwtrs.ai

Nilesh R Khettrapal leads research and product innovation at sftwtrs.ai across machine learning, automation systems, cybersecurity, and applied AI engineering.

Nilesh R Khettrapal - Principal Scientist at sftwtrs.ai

From business challenge to deployed AI solution

Discover

Understand workflows, bottlenecks, and opportunities.

Design

Plan the right product, system, or automation architecture.

Build

Develop, integrate, test, and secure the solution.

Launch

Deploy, monitor, improve, and scale.

Ready to deploy AI that delivers real business value?

Launch voice automation, intelligent systems, and scalable AI infrastructure with a team built for execution.