From automating hospitality operations to building AI-powered customer engagement systems, we've architected solutions across industries. Here's what operational intelligence looks like in action.
We don't do templates. We don't do "good enough." We architect operational intelligence custom systems that centralize your chaos, automate your bottlenecks, and give you back control.
We've automated everything from email responses to review management to compliance auditing. If your team is doing it manually more than twice, it should be automated.

We built a full-stack, conversion-focused platform that turned Nagarjuna Travels' website into their primary growth engine.
Nagarjuna Travels had an outdated site receiving only ~300 visitors per month. There was no way to track lead sources or measure campaign performance, and inquiries were handled manually which caused leads to slip through the cracks. Competitors with better online systems were taking market share.
We delivered a complete digital ecosystem built on Laravel, including a custom CMS for content control, a lead management system that captures and attributes every inquiry, and an automated WhatsApp Business API integration with an AI assistant to handle customer queries 24/7.
On the technical side we implemented server-side rendering for better crawler indexing, added structured data markup, and optimized Core Web Vitals (LCP < 2.5s). The admin panel gives real-time funnel visibility from first touch to booking.
Laravel 10 • PHP 8.2 • MySQL 8.0 • Redis • WhatsApp Business API • Tailwind CSS • Google Analytics 4
“Honestly, we were skeptical at first. We'd had a website before and it did nothing for us. But these guys actually listened to our business problems — not just what we said we wanted, but what we actually needed. The lead tracking dashboard changed everything. Going from 300 visitors to 15,000 in a year seemed impossible, but here we are. We're competing with companies 10x our size now.”
We built a full-stack, conversion-focused platform that turned Nagarjuna Travels' website into their primary growth engine.
Nagarjuna Travels had an outdated site receiving only ~300 visitors per month. There was no way to track lead sources or measure campaign performance, and inquiries were handled manually which caused leads to slip through the cracks. Competitors with better online systems were taking market share.
We delivered a complete digital ecosystem built on Laravel, including a custom CMS for content control, a lead management system that captures and attributes every inquiry, and an automated WhatsApp Business API integration with an AI assistant to handle customer queries 24/7.
On the technical side we implemented server-side rendering for better crawler indexing, added structured data markup, and optimized Core Web Vitals (LCP < 2.5s). The admin panel gives real-time funnel visibility from first touch to booking.
Laravel 10 • PHP 8.2 • MySQL 8.0 • Redis • WhatsApp Business API • Tailwind CSS • Google Analytics 4
“Honestly, we were skeptical at first. We'd had a website before and it did nothing for us. But these guys actually listened to our business problems — not just what we said we wanted, but what we actually needed. The lead tracking dashboard changed everything. Going from 300 visitors to 15,000 in a year seemed impossible, but here we are. We're competing with companies 10x our size now.”

We built a scalable, vendor-first marketplace from the ground up that lets sellers onboard quickly and buyers enjoy a fast, reliable shopping experience.
The founder had a clear vision for a deals marketplace but came from a non-technical background. They needed a platform that could handle multiple vendors, thousands of products, complex inventory, and vendor self-service while maintaining platform-wide quality control.
We architected a three-tier marketplace with clear separation of concerns. The admin panel provides inventory oversight, vendor approval workflows, order tracking across sellers, integrated CMS for SEO content, and analytics to spotlight top-performing vendors and products.
Vendors receive streamlined dashboards to add products, manage inventory, handle orders, respond to reviews, and build brands without touching other vendors' data. Customers get a fast, intuitive shopping experience with smart recommendations driven by browsing and purchase patterns.
A standout feature: an AI product-description generator (GPT‑4) that writes SEO-optimized copy from a few product details so vendors can list faster. Payment integrations were implemented in a plug-and-play way so vendors can connect Stripe/PayPal by pasting credentials.
PHP • Custom MVC Framework • GPT-4 API • MySQL (optimized) • Stripe/PayPal • Redis caching
“I had the business idea but zero technical knowledge. They didn't just build what I asked for — they understood what I was trying to achieve and built something better. The vendor dashboards make onboarding new sellers super easy, and the AI description writer? Game changer. We're handling almost 24,000 orders now and the platform hasn't broken a sweat.”
We built a scalable, vendor-first marketplace from the ground up that lets sellers onboard quickly and buyers enjoy a fast, reliable shopping experience.
The founder had a clear vision for a deals marketplace but came from a non-technical background. They needed a platform that could handle multiple vendors, thousands of products, complex inventory, and vendor self-service while maintaining platform-wide quality control.
We architected a three-tier marketplace with clear separation of concerns. The admin panel provides inventory oversight, vendor approval workflows, order tracking across sellers, integrated CMS for SEO content, and analytics to spotlight top-performing vendors and products.
Vendors receive streamlined dashboards to add products, manage inventory, handle orders, respond to reviews, and build brands without touching other vendors' data. Customers get a fast, intuitive shopping experience with smart recommendations driven by browsing and purchase patterns.
A standout feature: an AI product-description generator (GPT‑4) that writes SEO-optimized copy from a few product details so vendors can list faster. Payment integrations were implemented in a plug-and-play way so vendors can connect Stripe/PayPal by pasting credentials.
PHP • Custom MVC Framework • GPT-4 API • MySQL (optimized) • Stripe/PayPal • Redis caching
“I had the business idea but zero technical knowledge. They didn't just build what I asked for — they understood what I was trying to achieve and built something better. The vendor dashboards make onboarding new sellers super easy, and the AI description writer? Game changer. We're handling almost 24,000 orders now and the platform hasn't broken a sweat.”

We built an enterprise-grade security and compliance platform that gives large SAP landscapes continuous visibility, automated controls, and proactive risk mitigation.
Fortune 500 companies running SAP face thousands of users, millions of permission combinations, and constantly changing regulatory requirements. Manual monitoring is impossible at scale — security teams are overwhelmed by logs, struggling to maintain Segregation of Duties (SoD) policies, and scrambling during audits.
We delivered an enterprise-ready MVP composed of six integrated modules that operate as a unified platform:
The platform exposes real-time dashboards showing current SoD violations, high-priority alerts, over‑provisioned users, and compliance scores — everything is actionable, not just informational.
.NET 7 • SQL Server • ML.NET (anomaly detection) • RESTful APIs • Angular frontend • SIEM integration
“Our SAP environment is massive — tens of thousands of users across multiple systems and geographies. Before this platform, security was reactive. The machine learning actually catches stuff — we found a compromised account because the system flagged unusual access patterns at 2 AM from a location that user never worked from. The automated compliance monitoring has been a lifesaver during audits. What used to take our team three weeks of scrambling for audit prep now just... exists. Always ready. Worth every penny.”
We built an enterprise-grade security and compliance platform that gives large SAP landscapes continuous visibility, automated controls, and proactive risk mitigation.
Fortune 500 companies running SAP face thousands of users, millions of permission combinations, and constantly changing regulatory requirements. Manual monitoring is impossible at scale — security teams are overwhelmed by logs, struggling to maintain Segregation of Duties (SoD) policies, and scrambling during audits.
We delivered an enterprise-ready MVP composed of six integrated modules that operate as a unified platform:
The platform exposes real-time dashboards showing current SoD violations, high-priority alerts, over‑provisioned users, and compliance scores — everything is actionable, not just informational.
.NET 7 • SQL Server • ML.NET (anomaly detection) • RESTful APIs • Angular frontend • SIEM integration
“Our SAP environment is massive — tens of thousands of users across multiple systems and geographies. Before this platform, security was reactive. The machine learning actually catches stuff — we found a compromised account because the system flagged unusual access patterns at 2 AM from a location that user never worked from. The automated compliance monitoring has been a lifesaver during audits. What used to take our team three weeks of scrambling for audit prep now just... exists. Always ready. Worth every penny.”
We don't build websites — we architect systems that solve business problems. Every project begins with domain discovery: technical needs, business challenges, competitive context, and growth objectives. Then we design a scalable, API-first architecture and apply the right technologies (AI/ML, real-time analytics, secure provisioning) to deliver production‑ready systems.
Core capabilities we bring: custom backend architectures, AI/ML integration (RAG, NLP, predictive analytics), enterprise security & compliance, legacy modernization, real-time analytics, and performance optimization to sub‑2s loads with high availability.

Trusupply is an established auto parts supplier in Dubai with thousands of SKUs managed entirely offline. They needed to go digital but the scope was overwhelming - how do you make thousands of automotive parts searchable and manageable online? They're also a shipping company, so logistics integration was critical. Multiple vendors add another layer of complexity.
Trusupply is an established auto parts supplier in Dubai with thousands of SKUs managed entirely offline. They needed to go digital but the scope was overwhelming - how do you make thousands of automotive parts searchable and manageable online? They're also a shipping company, so logistics integration was critical. Multiple vendors add another layer of complexity.
We built a B2B platform designed specifically for automotive parts complexity. The search system uses Elasticsearch for lightning-fast queries across thousands of SKUs with faceted filtering (by vehicle make, model, year, part type, brand, etc.). Buyers can find the exact part they need in seconds, not minutes.
The inventory management system handles bulk uploads via CSV, real-time stock synchronization across vendors, automated low-stock alerts, and product categorization that makes sense for auto parts (unlike generic e-commerce categories). Each vendor gets their own dashboard with isolated permissions - they manage their inventory and orders without seeing other vendors' data.
Since Trusupply runs their own shipping, we integrated their existing logistics system directly into the platform. Orders automatically flow into their shipping workflow with tracking updates pushed back to customers. Payment gateway integration handles B2B transactions with invoice generation and payment tracking.
PHP • MySQL • Elasticsearch • Payment Gateway APIs • Custom Logistics Integration • Redis
“We've been in this business for years, all offline. The digital world seemed complicated and we didn't know where to start. They made it simple. The search system actually works - customers tell us they can find parts on our site faster than anywhere else. Our vendors love having their own dashboards where they can update stock in real-time. And since we do our own shipping, having that integrated instead of bolted on made a huge difference. We're not tech people, but they built something we can actually use without constantly calling for help.”
Trusupply is an established auto parts supplier in Dubai with thousands of SKUs managed entirely offline. They needed to go digital but the scope was overwhelming - how do you make thousands of automotive parts searchable and manageable online? They're also a shipping company, so logistics integration was critical. Multiple vendors add another layer of complexity.
Trusupply is an established auto parts supplier in Dubai with thousands of SKUs managed entirely offline. They needed to go digital but the scope was overwhelming - how do you make thousands of automotive parts searchable and manageable online? They're also a shipping company, so logistics integration was critical. Multiple vendors add another layer of complexity.
We built a B2B platform designed specifically for automotive parts complexity. The search system uses Elasticsearch for lightning-fast queries across thousands of SKUs with faceted filtering (by vehicle make, model, year, part type, brand, etc.). Buyers can find the exact part they need in seconds, not minutes.
The inventory management system handles bulk uploads via CSV, real-time stock synchronization across vendors, automated low-stock alerts, and product categorization that makes sense for auto parts (unlike generic e-commerce categories). Each vendor gets their own dashboard with isolated permissions - they manage their inventory and orders without seeing other vendors' data.
Since Trusupply runs their own shipping, we integrated their existing logistics system directly into the platform. Orders automatically flow into their shipping workflow with tracking updates pushed back to customers. Payment gateway integration handles B2B transactions with invoice generation and payment tracking.
PHP • MySQL • Elasticsearch • Payment Gateway APIs • Custom Logistics Integration • Redis
“We've been in this business for years, all offline. The digital world seemed complicated and we didn't know where to start. They made it simple. The search system actually works - customers tell us they can find parts on our site faster than anywhere else. Our vendors love having their own dashboards where they can update stock in real-time. And since we do our own shipping, having that integrated instead of bolted on made a huge difference. We're not tech people, but they built something we can actually use without constantly calling for help.”
Dream interpretation apps exist, but they're all the same - generic AI that spits out vague interpretations with no real psychology behind them. They don't consider who you are, what's happening in your life, or the nuances of your personal experience. Just one-size-fits-all responses that feel hollow. The founder wanted something actually meaningful.
Dream interpretation apps exist, but they're all the same - generic AI that spits out vague interpretations with no real psychology behind them. They don't consider who you are, what's happening in your life, or the nuances of your personal experience. Just one-size-fits-all responses that feel hollow. The founder wanted something actually meaningful.
We built the first RAG (Retrieval-Augmented Generation) system specifically for dream psychology. Here's how it works: we curated a comprehensive database of dream psychology research, symbolism across cultures, and therapeutic interpretations. Using Google's Embedding API, we converted all this knowledge into vector embeddings - essentially numerical representations that capture semantic meaning.
When a user describes their dream, we don't just throw it at an LLM and hope for the best. The system performs semantic search through our psychology database, retrieves the most relevant context based on the dream's themes and symbols, then feeds this grounded information along with personalized user data to Gemini for synthesis.
The personalization comes from a smart 20-question MCQ system that captures vital context - current life circumstances, emotional state, relationships, stressors, goals. This isn't random questions; we designed them based on actual dream analysis frameworks used by therapists.
Users also get a dream journal where they can track interpretations over time. The system identifies patterns - recurring themes, symbols, emotional states - that reveal deeper insights about their subconscious patterns.
Python/FastAPI backend • PostgreSQL with pgvector • Google Embedding API • Gemini Pro • Redis • React frontend
“I've tried probably 5 different dream apps and they all felt like fortune cookies - generic nonsense that could mean anything. Dreamswan is completely different. The questions it asks make you think about your actual life, and the interpretations aren't just 'water means emotions' - they connect specific details from my dream to what's actually happening in my life. I've been logging dreams for 3 months and it's wild seeing the patterns. Like, I keep having falling dreams before big presentations at work, and Dreamswan helped me realize it's not just random anxiety. Actually helps me deal with stuff. Doesn't feel like an app, feels like therapy.”
Dream interpretation apps exist, but they're all the same - generic AI that spits out vague interpretations with no real psychology behind them. They don't consider who you are, what's happening in your life, or the nuances of your personal experience. Just one-size-fits-all responses that feel hollow. The founder wanted something actually meaningful.
Dream interpretation apps exist, but they're all the same - generic AI that spits out vague interpretations with no real psychology behind them. They don't consider who you are, what's happening in your life, or the nuances of your personal experience. Just one-size-fits-all responses that feel hollow. The founder wanted something actually meaningful.
We built the first RAG (Retrieval-Augmented Generation) system specifically for dream psychology. Here's how it works: we curated a comprehensive database of dream psychology research, symbolism across cultures, and therapeutic interpretations. Using Google's Embedding API, we converted all this knowledge into vector embeddings - essentially numerical representations that capture semantic meaning.
When a user describes their dream, we don't just throw it at an LLM and hope for the best. The system performs semantic search through our psychology database, retrieves the most relevant context based on the dream's themes and symbols, then feeds this grounded information along with personalized user data to Gemini for synthesis.
The personalization comes from a smart 20-question MCQ system that captures vital context - current life circumstances, emotional state, relationships, stressors, goals. This isn't random questions; we designed them based on actual dream analysis frameworks used by therapists.
Users also get a dream journal where they can track interpretations over time. The system identifies patterns - recurring themes, symbols, emotional states - that reveal deeper insights about their subconscious patterns.
Python/FastAPI backend • PostgreSQL with pgvector • Google Embedding API • Gemini Pro • Redis • React frontend
“I've tried probably 5 different dream apps and they all felt like fortune cookies - generic nonsense that could mean anything. Dreamswan is completely different. The questions it asks make you think about your actual life, and the interpretations aren't just 'water means emotions' - they connect specific details from my dream to what's actually happening in my life. I've been logging dreams for 3 months and it's wild seeing the patterns. Like, I keep having falling dreams before big presentations at work, and Dreamswan helped me realize it's not just random anxiety. Actually helps me deal with stuff. Doesn't feel like an app, feels like therapy.”