Building the future with AI-native products and cutting-edge research

360 Labs is an AI-native consultancy, software development house, and product studio based in New Delhi, India. We design, build, and ship custom software, AI agents, and internal tools for businesses across India and beyond.

We blend product thinking, engineering excellence, and design to deliver working products, not decks.

We specialize in building practical AI solutions that solve real business problems:

• Lead capture and qualification agents
• Personalized outreach over WhatsApp, email, and SMS
• Customer support automation with intelligent routing
• CRM integration and workflow automation
• Marketing funnel optimization

• Bespoke internal tools and dashboards
• Mobile and web applications
• API development and integrations
• Real-time systems and microservices

WhatsApp-native AI photo studio for jewelry and e-commerce brands:

• Send raw product photos
• Receive high-quality marketplace-ready images
• Custom model shots and lifestyle imagery
• Brand-specific visual style tuning

Our research division pushes the boundaries of AI with India-specific innovations:

Status: ✅ Released (Research Paper Available)

A family of fine-tuned medical AI models optimized for Indian healthcare contexts:

Key Features:

• Native Hinglish Support - Understands Hindi-English code-mixing
• Indian Medical Context - Trained on AIIMS/NEET-PG examination data
• Local Pharmaceutical Knowledge - Recognizes Indian drug brand names (Crocin, Calpol, Combiflam)
• India-Specific Protocols - Dengue, malaria, typhoid, TB management
• Clinical Conciseness - Direct, actionable responses for busy healthcare workers

Training Data: 173,000+ curated medical examples combining international medical knowledge with Indian healthcare contexts.

Research Paper: 📄 View Full Paper

Access:

• Commercial API: api.360labs.ai/v1/med360/lite
• Free access for non-profits, government clinics, rural health centers, and healthcare NGOs
• Apply: 360labs.ai/med360/free-access

Status: 🔄 Coming Soon

Next-generation memory systems for AI agents, enabling:

• Persistent context across conversations
• Long-term user preference learning
• Contextual knowledge retrieval
• Multi-session state management

Stay tuned for updates at 360labs.ai

• AI Workflow Automation - Automate lead capture, follow-ups, support, and reporting
• Marketing & Lead Generation Agents - Qualify leads, send personalized outreach, CRM integration
• Customer Support Automation - AI handles FAQs and routine queries, humans handle edge cases

• Discovery Sprints - Identify 2-3 high-impact processes for AI automation
• Proof-of-Concept Development - Ship working prototypes in days, not months
• Enterprise Rollout - Standardize, monitor, and deploy across teams

• AI Product Building Workshops - Hands-on cohorts to learn 360-degree AI product thinking
• Team Onboarding - Simple playbooks so your team can use what we build
• Technical Documentation - Comprehensive guides for maintenance and expansion

We're a strong fit for:

• Founders & CXOs looking to experiment with AI solutions quickly
• Functional Leaders wanting to eliminate manual workflows
• Small to Mid-Size Businesses seeking AI transformation without hiring full internal teams
• Healthcare Organizations needing India-specific medical AI solutions
• E-commerce & Jewelry Brands requiring AI-powered product photography

• Minimum Project Budget: ₹1,00,000 (~$1,200 USD)
• Prototype Delivery: Within 24 hours for clear scopes
• Production Deployment: 2-8 weeks depending on complexity
• Development Approach: Tight iterations with progress visible every few days

WhatsApp-native AI photo studio transforming raw jewelry photos into marketplace-ready product images in seconds.

Built 50+ AI agents for:

• Lead generation and qualification
• Customer support automation
• Marketing funnel optimization
• CRM data enrichment

India's first Hinglish-capable medical AI assistant serving rural health centers and urban hospitals.

• Med360: A Family of Fine-tuned Multilingual Medical AI Assistants for Indian Healthcare (January 2026)
  • Authors: Saurabh Kumar, Prithviraj Agrawal et al.
  • Focus: Hinglish support, Indian medical context, AIIMS/NEET-PG knowledge
  • Dataset: 173,000+ curated medical examples

• MEM360: Next-Generation Memory Systems for AI Agents (2026)
• Med360 Pro & Ultra: Scaling Medical AI for Advanced Clinical Applications (Q2-Q4 2026)

We believe in giving back to the developer community. Here are our open-source contributions:

The definitive CLI tool for treating prompts as code with enterprise-grade testing and monitoring.

Key Features:

• 📄 Prompts as Code - Define prompts in Markdown with YAML frontmatter
• ✅ Test-Driven Development - Assert output quality using exact matches, regex, semantic similarity, or JSON schema
• 📊 Bulk Evaluation - Run hundreds of test cases in seconds with pass/fail rates and latency metrics
• ⚖️ A/B Testing - Scientific prompt comparison with statistical confidence intervals
• 📈 Local Dashboard - Visualize run history, inspect traces, and analyze costs
• 🔌 Multi-Provider Support - Google Gemini (1.5, 2.0, 2.5, 3.0), extensible for OpenAI, Anthropic, and local models

Tech Stack: TypeScript, Turbo monorepo, pnpm workspaces, Vite, Express

Get Started:

git clone https://github.com/100rabhkr/promptctl.git
cd promptctl
pnpm install && pnpm run build

A comprehensive TypeScript library for live speech transcription with support for multiple providers and real-time capabilities.

Key Features:

• 🎤 Multi-Provider Support - Web Speech API, Deepgram, AssemblyAI
• ⚡ Real-time Transcription - Low-latency streaming transcription
• 🔄 Provider Switching - Seamlessly switch between providers
• 🎯 TypeScript Native - Full type safety and IntelliSense support
• 🪝 React Hooks - Easy integration with React applications
• 🔌 Extensible Architecture - Add custom providers easily

Installation:

npm install @360labs/live-transcribe
# or
yarn add @360labs/live-transcribe
# or
pnpm add @360labs/live-transcribe

Quick Example:

import { LiveTranscribe } from '@360labs/live-transcribe';

const transcriber = new LiveTranscribe({
  provider: 'deepgram',
  apiKey: 'your-api-key',
  language: 'en-US'
});

transcriber.on('transcript', (text) => {
  console.log('Transcription:', text);
});

await transcriber.start();

Use Cases:

• Voice-enabled applications
• Live meeting transcription
• Customer support call analysis
• Accessibility features
• Voice commands and control

We welcome contributions from the community! Each project has detailed contributing guidelines:

• promptctl: CONTRIBUTING.md
• live-transcribe: Check the npm package repository for contribution guidelines

Found a bug or have a feature request? Open an issue on the respective GitHub repository.

• Email: pra@360labs.dev
• Website: 360labs.dev
• Research Lab: 360labs.ai

1. Discovery Call - 30-minute conversation to understand your problem
2. Scope & Proposal - Clear deliverables, timeline, and pricing
3. Rapid Kickoff - Start building within days of approval
4. Iterative Development - See progress every few days
5. Deployment & Training - Go live with full team onboarding

✅ AI-Native Expertise - Built on cutting-edge models and frameworks
✅ Product Thinking - Solutions that users actually want to use
✅ Rapid Iteration - Ship prototypes in 24 hours, production in weeks
✅ India-First Innovation - Deep understanding of Indian market needs
✅ Research-Backed - Published papers and proven methodologies
✅ Full Stack - From AI research to production deployment

Company: Lightyear 360 Labs Pvt Ltd
Location: New Delhi, India
Founded: 2024

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General Inquiries: pra@360labs.dev
Med360 Research: sk@360labs.dev
Partnerships: pra@360labs.dev