Enterprise Data Solutions • AI Products • SaaS Development

Build Scalable Data & AI Systems

Enterprise-grade data platforms, intelligent AI products, and scalable SaaS back-office solutions. We architect and build production-ready systems that transform operations and unlock exponential growth.

15+
Years Experience
$4.5B
Revenue Impact
120M+
Customers Served
Our Services

Comprehensive Data & AI Solutions

From data foundations to AI innovation and SaaS development, we deliver end-to-end solutions that transform businesses and drive measurable results.

Data Services

Data Strategy & Architecture
Design scalable data architectures aligned with business objectives. Build modern data platforms that support analytics, AI, and real-time decision-making.
Data Lake & Data Warehouse Development
Implement enterprise-grade data lakes and warehouses. Enable unified data storage, processing, and analytics at scale with cloud-native solutions.
Data Governance & Quality Management
Establish data governance frameworks, quality standards, and compliance controls. Ensure data accuracy, security, and regulatory adherence.
Data Analytics & Business Intelligence
Transform data into actionable insights with advanced analytics, dashboards, and BI solutions. Empower data-driven decision-making across your organization.

AI Services

AI Strategy & Roadmap Development
Develop comprehensive AI strategies aligned with business goals. Create practical roadmaps from assessment to implementation with clear ROI milestones.
AI Models Development & Deployment
Build custom AI models for recommendation, prediction, optimization, and personalization. Deploy production-ready solutions that scale.
AI Assistants & Chatbots
Develop intelligent conversational AI powered by GPT and custom models. Automate customer service, internal support, and knowledge management.
AI Assessment & Gap Analysis
Evaluate AI readiness and identify capability gaps. Understand what AI your business actually needs and build practical implementation plans.
Generative AI Solutions
Implement cutting-edge generative AI for content creation, image generation, and video production. Leverage the latest LLMs and diffusion models.
AI Automation & Workflow Optimization
Automate repetitive tasks and optimize business processes with AI. Increase efficiency, reduce costs, and free teams for strategic work.

Development Services

SaaS Product Development & Scaling
Build and scale SaaS products from concept to market. Full-stack development, cloud architecture, and growth engineering expertise.
AI-Powered SaaS Solutions
Develop next-generation SaaS products powered by AI. Combine data platforms, AI models, and scalable infrastructure for competitive advantage.

Ready to transform your business with data and AI?

AI Models Encyclopedia

Understanding AI Models for Business

Explore the AI models that drive digital transformation. Learn what they are, why they matter, and how they create value across retail, banking, and real estate.

Personalization
Recommendation Engines
AI systems that predict and suggest products, content, or actions most relevant to individual users based on behavior patterns and preferences.
RetailBankingReal Estate
Analytics
Customer Segmentation Models
Machine learning models that automatically group customers into distinct segments based on behavior, preferences, and value, enabling targeted marketing and personalized experiences.
RetailBankingReal Estate
Prediction
Demand Forecasting Models
Time-series AI models that predict future demand for products, services, or resources, enabling optimal inventory management, staffing, and capacity planning.
RetailBankingReal Estate
Prediction
Churn Prediction Models
Machine learning models that identify customers at risk of leaving, enabling proactive retention interventions before churn occurs.
RetailBankingReal Estate
Optimization
Price Optimization Models
AI systems that determine optimal pricing strategies by modeling demand elasticity, competitive dynamics, and business constraints to maximize revenue or profit.
RetailBankingReal Estate
Personalization
Personalization Engines
Real-time AI systems that customize content, offers, and experiences for individual users based on behavior, preferences, and context.
RetailBankingReal Estate
Automation
NLP & Chatbot Models
Natural language processing AI that understands and responds to customer inquiries, automating customer service while maintaining quality interactions.
RetailBankingReal Estate
Automation
Computer Vision Models
AI systems that analyze images and video to automate visual tasks like product recognition, quality control, and visual search.
RetailBankingReal Estate
Risk Management
Fraud Detection Models
Real-time AI systems that identify fraudulent transactions, accounts, or activities by detecting anomalous patterns and known fraud signatures.
RetailBankingReal Estate
Prediction
Propensity Models
Predictive models that estimate the likelihood of customers taking specific actions (purchase, upgrade, respond to offer), enabling targeted marketing and sales strategies.
RetailBankingReal Estate

Latest Insights

Thought leadership on Data & AI transformation for retail. Practical frameworks and proven strategies from building enterprise-scale systems across multiple industries.

AI Implementation12 min
Industrializing AI: Building the Data and Operating Model Frameworks for Enterprise-Scale Value Creation
Moving from scattered pilot projects to reliable, enterprise-wide production systems that deliver predictable, sustainable value.
Jan 7, 2026
Customer Experience12 min
From Prediction to Prescription: Leveraging Advanced ML and Causal AI for Real-Time 'Next-Best-Action' in Retail
Moving beyond reacting to customer behavior to anticipating and shaping it through advanced ML and causal AI.
Jan 7, 2026
AI Strategy11 min
The GenAI ROI Playbook: Integrating Generative AI into Core Retail Processes for Hyper-Personalization and Operational Efficiency
Integrating Generative AI into core retail processes for hyper-personalization and operational efficiency.
Jan 7, 2026
Technical Deep-Dives14 min
The Agent Mesh: Why Your Retail Stack Needs to Think Like a Network
The architectural shift from monolithic systems to distributed intelligence through agentic mesh.
Jan 6, 2026
Digital Transformation11 min
From Search Bars to Shopping Agents: Why Your E-Commerce Stack Is About to Become Obsolete
Why the entire e-commerce stack needs rebuilding for AI agents that don't browse—they execute.
Jan 6, 2026
AI Implementation10 min
Language-Based vs. Behavior-Based Agents: Choosing the Right AI for Your Retail Problem
Matching agent architecture to retail use cases for optimal results.
Jan 6, 2026
Customer Experience13 min
The Trust Paradox: Why Customers Will Let AI Spend Their Money
Understanding why agents may be more trustworthy than humans in autonomous purchasing.
Jan 6, 2026
Business Model Innovation12 min
When Your Customer's AI Shops Without Them: The $3 Trillion Shift Nobody's Ready For
How AI agents fundamentally change who your customer is and unlock $3 trillion in commerce value.
Jan 6, 2026
Digital Transformation8 min
Decoupling Growth from Headcount: The Asian Retail Leader's AI Playbook
Using AI to decouple revenue growth from cost growth in Asian retail markets.
Jan 5, 2026
Digital Transformation8 min
Why Southeast Asia's Digital-First Consumers Are Forcing a Retail Reckoning
Why the region is ground zero for AI-driven retail disruption.
Jan 5, 2026
AI Strategy7 min
Pick Two Battles: Why Focused AI Beats Scattered Pilots in Retail Transformation
Why focused AI initiatives outperform scattered pilots in retail transformation.
Jan 5, 2026
Digital Transformation8 min
Data Chaos in Southeast Asia: Your Biggest AI Bottleneck (And How to Fix It)
Addressing data chaos as the primary AI bottleneck in Southeast Asian retail.
Jan 5, 2026
Digital Transformation7 min
The Speed Trap: Why AI Productivity Gains Miss the Point in Asian Retail
Why speed matters more than cost reduction in Asian retail AI transformation.
Jan 5, 2026

About Avylin AI

Comprehensive Data & AI consultancy delivering end-to-end solutions from data foundations to AI innovation and SaaS development. We help businesses harness the power of data and artificial intelligence to drive measurable growth.

Nilesh Sharma

VP — Group Head of Data, AI & IT Operations

Currently serving at Central Retail Digital (Thailand's Largest Retail Conglomerate), working under the leadership of Chief Digital Officer David Llamas. Specialized in Data & AI strategy, custom AI model development, SaaS product engineering, and building enterprise-scale data platforms that drive measurable business outcomes across retail, banking, and PropTech.

Certifications

AWS Solutions ArchitectGCP Cloud ArchitectAI+ Chief AI Officer™ Certified
$4.5B
Revenue Impact

Measurable business outcomes across enterprise transformations

120M+
Customers Served

Across 95+ brands in retail, banking, and PropTech

80%
AI Adoption

Organization-wide adoption of Data & AI platforms

15+
Years Experience

Building enterprise-scale Data & AI foundations

Core Expertise

Data & AI Strategy

Comprehensive strategies that align data foundations, AI capabilities, and business objectives for measurable outcomes

Custom AI Solutions

Build and deploy production-ready AI models, assistants, and automation that solve real business problems

SaaS Development Excellence

Full-stack SaaS product development from concept to scale, with expertise in cloud architecture and growth engineering

Why Work With Avylin?

✓

Honest Assessment

No sugar-coating. We identify real gaps and provide practical guidance on what it takes to close them

✓

Cut Through the Hype

Focus on AI capabilities that solve your actual business problems, not what's trendy

✓

Practical Roadmaps

Executable plans with realistic timelines, clear dependencies, and measurable milestones

✓

Enterprise Experience

15+ years building AI foundations across retail, banking, and PropTech at enterprise scale

Schedule a Call

Let's discuss how we can accelerate your digital transformation journey. Share your challenges and we'll craft a tailored approach to drive measurable outcomes.

Flexible Scheduling

We'll work around your availability to find the perfect time

30-Minute Consultation

Free initial consultation to understand your needs

Quick Response

We typically respond within 24 hours

Get in Touch

Have questions about our services? Want to discuss a specific challenge? We're here to help you navigate your digital transformation journey.

Send us a Message

Contact Information

Location

Serving clients globally with expertise in India and Middle East & Africa regions

Why Choose Avylin?

  • ✓15+ years of enterprise-scale Data & AI experience
  • ✓$4.5B in proven revenue impact across 120M+ customers
  • ✓80% organization-wide AI adoption achieved
  • ✓Proven frameworks for retail digital transformation