End-to-End Custom AI Engineering Capabilities
Explore our AI engagements spanning concept design, MVP development, and full-scale production deployments across diverse industry environments. From intelligent automation to advanced data analytics, we build custom AI systems using modern enterprise-grade technologies and scalable architectures.
Full-Spectrum AI Development Lifecycle
SilwaTech provides comprehensive AI engineering services from use-case discovery and model prototyping to production-ready system deployment and enterprise integration. Our projects range from early-stage proof-of-concept models to scalable AI platforms embedded within digital ecosystems.
We leverage modern AI frameworks, cloud-native infrastructure, vector databases, and integration layers to ensure every solution is technically robust, performance-optimized, and deployment-ready.
Our AI capabilities span multiple functional domains and industry use cases.
- Conversational AI & Virtual Assistants
- Predictive Analytics & Forecasting Models
- Computer Vision & Image Processing
- AI-Powered Search & Knowledge Systems
- Process Automation & Intelligent Workflows
- Data Engineering & Machine Learning Pipelines
Modern AI Technology Stack
Our AI projects are engineered using widely adopted frameworks and platforms, including Azure AI, OpenAI APIs, TensorFlow, PyTorch, LangChain, vector databases, and scalable cloud infrastructure. Solutions are designed to integrate seamlessly with enterprise systems, web portals, and mobile applications.
AI Engineering Capabilities
AI Solutions / System Integration
Retail & E-Commerce – Europe | AI-Driven Product Recommendation (RAG-Based)
SilwaTech developed an AI-powered recommendation engine for Fiske Journalen, enabling customers to receive personalized fishing product guidance through conversational AI integrated directly with their Magento commerce platform.
Key Value Delivered:
- Enabled context-aware product recommendations using AI + RAG
- Improved product discovery and customer engagement
- Integrated AI seamlessly into Magento-based e-commerce workflows
Technologies:
GPT-4 | Retrieval-Augmented Generation (RAG) | Magento | Vector Database | Python | REST APIs | Cloud Infrastructure
Healthcare & Service Platforms – Global | Conversational AI
SilwaTech delivered a WhatsApp-based AI assistant that enabled automated order tracking, customer engagement, and real-time service communication via a scalable conversational platform.
Key Value Delivered:
- Automated customer support via WhatsApp
- Reduced manual service workload
- Improved engagement through conversational AI
Technologies:
Conversational AI | NLP | WhatsApp Business API | Python | Cloud Infrastructure | Secure APIs
AI Solutions / System Integration
PropTech & Construction – Middle East | Computer Vision & Spatial AI
SilwaTech delivered an AI-driven spatial intelligence platform that enables automated floor-plan digitization, 3D visualization, and renovation planning to enhance customer decision-making and streamline architectural workflows.
Key Value Delivered:
- Automated floor plan extraction using computer vision
- Enabled 3D visualization for renovation planning
- Reduced manual drafting and interpretation time
Technologies:
Computer Vision | Deep Learning | OpenCV | 3D Modeling Engine | Python | Cloud Infrastructure
AI Solutions / Open Source Platforms / System Integration
FinTech & Banking – Global | Computer Vision & Identity AI
SilwaTech delivered a multimodal AI verification system that automates identity validation, hologram detection, and document authenticity analysis, reducing fraud risk and streamlining onboarding workflows.
Key Value Delivered:
- Automated document and hologram authenticity verification
- Reduced onboarding fraud risk through AI-based validation
- Enabled scalable, compliance-ready identity checks
Technologies:
Computer Vision | OCR | NLP | Deep Learning | Face Matching | Python | Secure APIs | Cloud Infrastructure
AI Solutions / Microsoft Ecosystem / System Integration
Real Estate – Enterprise CRM Transformation
Implementation of Microsoft Copilot within Microsoft Dynamics 365 CRM to enhance sales productivity, automate communication workflows, and enable AI-driven insights for a real estate firm. The solution streamlined lead management, improved response time, and empowered sales teams with contextual AI assistance directly inside their CRM environment.
Key Value Delivered:
- Embedded AI-powered Copilot within Dynamics 365 CRM
- Automated email drafting, meeting summaries, and lead insights
- Improved sales team productivity and response efficiency
- Enhanced CRM data utilization through AI-driven recommendations
- Reduced manual administrative workload across sales operations
Technologies:
Microsoft Dynamics 365 CRM | Microsoft Copilot | Power Platform | Azure | Microsoft Graph | Outlook Integration
AI Solutions / System Integration
Industry: Healthcare Technology
Region: Multi-Region / Digital Health
SilwaTech engineered an AI-enabled healthcare platform designed to enhance patient engagement, enable remote monitoring, and streamline clinical coordination. The solution integrated intelligent analytics, secure communication, and scalable infrastructure to improve care delivery and operational efficiency.
Key Value Delivered
• AI-driven patient engagement workflows
• Remote monitoring & health data tracking
• Secure communication between patients and providers
• Scalable cloud-native healthcare architecture
Technology Stack
React.js | Node.js | AI/ML Models | MongoDB | AWS | REST APIs | Secure Health Data Protocols
Healthcare Management & Services – Global | AI-Enabled Workflow Platform
Design and delivery of an AI-powered assistant platform providing voice-activated support, task automation, and operational efficiency tools for clinical and administrative users across healthcare settings.
Key Value Delivered
- Enabled role-specific AI assistants for clinical, nursing, administrative, and patient workflows
- Improved operational efficiency through automated scheduling, task coordination, and record management
- Enhanced patient engagement with personalized support and wellness tracking
Technologies
AI/NLP | Conversational Interfaces | Microservices | FastAPI | Cloud Infrastructure (AWS) | Secure APIs | Real-Time Services
AI Solutions / System Integration
Automotive Manufacturing – North America | Enterprise AI Knowledge Platform
Design and implementation of a secure, AI-assisted document intelligence platform enabling automotive engineering teams to access, search, and interpret proprietary technical documentation while protecting intellectual property and improving knowledge sharing.
Key Value Delivered
- Enabled secure, role-based access to proprietary engineering documentation
- Reduced dependency on senior engineers through AI-assisted knowledge retrieval
- Improved onboarding and productivity via contextual, visual-aware document search
Technologies
LLMs (GPT-4) | LangChain | FastAPI | ReactJS | Vector Database (Qdrant) | AWS | OAuth 2.0 & RBAC | Image Analysis (AWS Rekognition)
AI Solutions / System Integration
HRTech & Career Enablement – Global | AI-Driven SaaS Platform
Design and implementation of an AI-assisted resume platform enabling job seekers to optimize existing resumes or generate role-specific resumes that align with job descriptions and Applicant Tracking System (ATS) requirements.
Key Value Delivered
- Enabled job-specific resume optimization using AI-driven analysis
- Improved ATS compatibility through keyword and structure alignment
- Reduced manual effort in resume creation and customization
Technologies
Large Language Models (LLMs) | Python Backend | React Frontend | AI/NLP Pipelines | Secure API Architecture
Security & Surveillance Solutions – Global | Enterprise AI Vision Platform
Design and implementation of an AI-driven person re-identification system enabling accurate tracking of individuals across multiple cameras, improving situational awareness, investigative efficiency, and operational security.
Key Value Delivered
- Enabled reliable person tracking across non-overlapping camera networks
- Reduced manual surveillance effort through AI-assisted identification
- Delivered a scalable, real-time video analytics platform for security operations
Technologies
Computer Vision & Deep Learning | AI/ML Models | Python | OpenCV | REST APIs | GPU Acceleration | Cloud Infrastructure
AI Solutions / Liferay Platforms / System Integration
Enterprise Software Solutions – France/Global | AI-Driven Digital Experience Extension
Design and delivery of an intelligent chatbot integrated with Liferay, enabling task automation, self-service guidance, and streamlined portal operations to improve user efficiency and satisfaction.
Key Value Delivered
- Developed a contextual AI agent to automate common portal tasks and reduce manual workload
- Improved user support and operational workflows through interactive assistance
- Scalable architecture supporting modular expansion and enterprise integration
Technologies
AI/NLP Integration | Liferay DXP | React | FastAPI | Microservices | REST/gRPC APIs | Elasticsearch | Secure Auth
AI Solutions / System Integration
FinTech & Capital Markets – Global | Data-Driven AI Insights
Design and development of an AI-powered financial forecasting platform providing predictive stock guidance, real-time market insights, and model-assisted investment support for traders and analysts.
Key Value Delivered
- Enabled AI-assisted prediction of market trends and stock prices
- Delivered real-time data processing and model insights for trading decisions
- Enhanced analytical workflows with explainable, data-driven forecasts
Technologies
Machine Learning (Time Series Models) | Python | AWS | Data Pipelines | Secure APIs | Visualization
Structured AI Development & Deployment Approach
Our AI projects follow a phased development framework, beginning with problem definition and data assessment, progressing through model experimentation and validation, and culminating in secure deployment and integration. Each engagement is aligned with performance benchmarks, scalability requirements, and operational objectives.
