One.Protect

Protect every Indian from phishing & cyber fraud — instantly

One.Protect uses layered AI to analyze content, metadata, and behaviour across SMS, apps, calls, websites and email — notifying users before they lose money or data.

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• SMS & App phishing detection
• LLM-driven call & video analysis
• Website & email classifiers
• Enterprise APIs for banks

Real-time scam detection

Protected

SMS

Potential phishing link detected

Block

Call

Caller identity mismatch

Warn

Website

Suspicious certificate & domain

Block

Prototype & admin links available in the footer

One.Protect — How we solve it

A layered AI approach that analyzes content, metadata, and behaviour to detect fraud across channels and stop it before it reaches the user.

Real-time SMS & app phishing detection

Detects malicious links, spoofed sender IDs, and malicious app behaviours in real-time.

LLM-based analysis for call & video scams

Analyzes call transcripts, voice signals and video metadata using LLMs to flag impersonation and scripted social-engineering patterns.

Website & email phishing classifiers

Classifies URLs, certificates, email headers and message content to detect spoofed sites and phishing emails.

Enterprise APIs for banks & e-commerce

Scalable APIs enabling fraud prevention workflows, alerts and automated blocking at platform scale.

Roadmap (High level)

V1 — SMS & App detection (M0–M3)

Launch core consumer protections for messaging and apps with lightweight on-device checks and cloud-assisted scoring.

V2 — Website, Call & Email (M4–M7)

Add LLM-driven analysis for calls, video calls, emails and web content — expand detection coverage and reduce false positives.

V3 — Paid APIs for banks/platforms (Post 1 year)

Introduce enterprise-facing APIs and dashboards for banks, e-commerce and fintech partners to integrate fraud detection into workflows.

V4 — Premium data protection guarantees (Post 1.5 years)

Roll out premium plans with contractual data-protection assurances and SLAs for enterprises and high-value users.

This roadmap is engineered to deliver immediate consumer impact, while building enterprise-grade capabilities for long-term scale.

Traction & Go-to-Market

Launch in Pimpri Chinchwad, Pune with government support and cyber awareness programs — then scale through enterprise API partnerships with banks and platforms.

Month 1

Target 10k downloads

Local pilot with partner banks and awareness camps.

Month 3

Target 100k downloads

Scale pilots, integrate feedback and expand awareness campaigns.

API Launch

Scale to 1M users

Enterprise integrations with banks & platforms; paid API rollout.