Offcanvas Menu Open

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

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

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)

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

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

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

Enterprise Portal Development – USA | Developer Productivity Platform

Design and delivery of an AI-backed code generation assistant tailored for Liferay 7.4 DXP, enabling developers to produce high-quality Java and Groovy modules faster with standards-aligned outputs and contextual guidance.

Key Value Delivered
  • Accelerated production of Liferay-compliant code modules and scripts
  • Reduced onboarding time for new developers through example-driven assistance
  • Enhanced consistency and quality of enterprise portal code outputs

 

Technologies

RAG (Retrieval-Augmented Generation) | LLM (Groq API) | Streamlit | Chroma DB | Sentence Transformer | Elasticsearch | Python | FastAPI

LegalTech & Corporate Law – North America | Enterprise AI Platform

Design and implementation of an AI-assisted legal platform enabling faster legal research, contract intelligence, document review, and compliance validation through governed AI workflows and secure enterprise architecture.

Key Value Delivered
  • Enabled AI-assisted legal research and document analysis at enterprise scale
  • Improved consistency and efficiency across contract and compliance workflows
  • Introduced explainable, auditable AI into legal decision-support processes

 

Technologies

AI/NLP Models | OCR | Legal Knowledge Graph | REST APIs | Cloud Infrastructure (AWS/Azure) | RBAC & Audit Logging

Fashion & Retail – India | AI-Driven Digital Platform

Design and implementation of an AI-powered conversational search platform for a fashion retailer, enabling intelligent content discovery, personalized recommendations, and persistent search history management through a scalable, cloud-native architecture.

Key Value Delivered
  • Improved relevance and quality of fashion content discovery using AI-assisted search
  • Enabled personalized recommendations and editable search history for users
  • Delivered a scalable, secure chatbot platform to drive engagement and retention

 

Technologies

AI/NLP (ChatGPT API) | Angular | FastAPI | Elasticsearch | MongoDB | AWS (EC2, Lambda) | OAuth 2.0 & SSL/TLS

Healthcare Management – Global (UAE & North America) | Enterprise AI Platform

Design and implementation of a role-based, AI-assisted healthcare platform enabling doctors, nurses, patients, and administrators to interact through secure voice and digital assistants, improving operational efficiency, patient care, and resource management.

Key Value Delivered
  • Enabled role-specific AI assistants across clinical and administrative workflows
  • Improved patient engagement through secure, voice-enabled interactions
  • Delivered a scalable, compliant AI platform for healthcare operations

 

Technologies

AI/NLP Models | Voice Assistants | Microservices Architecture | REST & gRPC APIs | Cloud Infrastructure (AWS) | RBAC & Compliance Controls

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.

SilwaTech is a custom software and digital engineering partner serving enterprises and government organizations across GCC and EMEA. With over 20 years of experience and a global team of 800+ professionals, we deliver secure, scalable, and future-ready technology solutions aligned with measurable business outcomes.

ISO-aligned processes | Structured delivery frameworks | Secure development practices
© 2026 SilwaTech. All Rights Reserved.