A product made by Enginners at Viliha Pte. Ltd.
AI-Personalized E-commerce Revolution
PULSE transforms online shopping with hyper-relevant search and recommendations. Every interaction creates a unique digital twin, delivering personalized experiences that understand you at the character level.

Revolutionizing E-commerce Discovery
Every online shopper is unique, yet current e-commerce platforms treat them all the same. That's where we introduce PULSE, our Personalized Understanding Agentic Layer for Search Engagement. It's an AI-powered system designed to deliver personalization that understands you at the deepest level.
The Problem
Generic search results, irrelevant recommendations, and frustrating product discovery. Shoppers waste time sifting through irrelevant options.
The Innovation
PULSE creates a unique digital twin for each user, learning preferences, style, and behavior to deliver hyper-personalized experiences.
The Impact
Character-level personalization that evolves in real-time, creating shopping experiences so intuitive they feel like magic.
What Makes PULSE Different
Character-Level Understanding
Beyond demographics and browsing history - we understand personality, style preferences, and decision-making patterns.
Multi-Modal Intelligence
Upload photos, describe your mood, or share preferences - PULSE understands context from multiple input types.
Real-Time Evolution
Your digital twin learns and adapts with every interaction, ensuring recommendations stay fresh and relevant.
Explicit Persona Building
Optional guided onboarding helps users explicitly define their preferences for immediate personalization.
Powerful Features for Perfect Personalization
PULSE combines cutting-edge AI with intuitive user experiences to deliver the most advanced personalization platform in e-commerce.
AI Personalized Search
Search beyond keywords. PULSE understands intent, context, and personal style to deliver results that match your unique preferences.
- Semantic understanding of search queries
- Style and preference context awareness
- Real-time result personalization
- Multi-modal search capabilities
AI Personalized Recommendations
Get product suggestions that feel handpicked for you. Our AI considers your digital twin, current trends, and contextual factors.
- Character-level preference modeling
- Dynamic recommendation engines
- Trend and seasonality awareness
- Cross-category intelligent suggestions
Real-Time Inference
Your digital twin evolves instantly with every interaction, ensuring recommendations stay current and relevant to your changing needs.
- Millisecond response times
- Continuous learning algorithms
- Adaptive personalization models
- Live preference updating
Multi-Modal Inputs
Express your needs through photos, text, voice, or mood descriptions. PULSE understands and responds to all forms of input.
- Image-based product discovery
- Natural language processing
- Mood and context understanding
- Voice-enabled interactions
Digital Twin Creation
Build a comprehensive digital representation of your preferences, style, and shopping behavior for ultra-precise personalization.
- Comprehensive preference mapping
- Behavioral pattern recognition
- Style DNA analysis
- Privacy-first data handling
Explicit Persona Onboarding
Optional guided setup helps new users immediately benefit from personalized experiences by explicitly defining their preferences.
- Interactive preference quiz
- Style assessment tools
- Immediate personalization
- Progressive profile enhancement
The Future of E-commerce is Personal
PULSE doesn't just recommend products – it understands you. Our AI creates a comprehensive digital twin that captures your unique style, preferences, and shopping behavior, delivering experiences that feel truly personalized.
How PULSE Works
Our four-step process transforms generic e-commerce into a personalized shopping experience that understands and evolves with you.
Create Your Profile
Start with our intuitive onboarding process. Share your style preferences, upload inspiration photos, or simply begin browsing.
- Optional guided preference quiz
- Photo-based style analysis
- Natural language input
- Privacy-first approach
AI Builds Your Digital Twin
Our advanced AI analyzes your inputs, behaviors, and preferences to create a comprehensive digital representation of your unique style and needs.
- Character-level modeling
- Multi-dimensional analysis
- Behavioral pattern recognition
- Preference mapping
Continuous Learning
With every interaction, search, and purchase, your digital twin evolves and becomes more accurate, ensuring increasingly relevant results.
- Real-time adaptation
- Feedback integration
- Preference evolution tracking
- Context awareness
Hyper-Personalized Results
Experience search and recommendations that feel handpicked for you. Every result is tailored to your unique digital twin.
- Personalized search results
- Intelligent recommendations
- Contextual suggestions
- Dynamic result ranking
See It In Action
Watch how PULSE transforms a simple search into a personalized discovery experience.
Generic E-commerce
- Same results for everyone
- Keyword-based matching only
- No context understanding
- Static recommendations
PULSE Powered
- Personalized for your style
- Context-aware results
- Learning with each interaction
- Intelligent recommendations
PULSE is developed and operated by VILIHA PTE. LTD a leading technology solutions provider known for delivering high-quality, scalable digital products across diverse industries. Viliha is the registered parent company of PULSE, ensuring solid legal, financial, and operational backing for ongoing innovation and client success. To learn more about our parent company.

More Features Coming Soon
Use Cases
Discover how different customer personas benefit from PULSE.
Interactive Demo
Experience PULSE personalization in real-time.
Partners & Team
Meet the people and partners behind PULSE.