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Case Study Category: AI

Voice-Activated AI Healthcare Assistant Ecosystem for Clinical & Operational Support

SilwaTech was engaged based on its experience supporting enterprise BFSI platforms and operating within regulated environments, including:
The technologies we work with :

Voice-Activated AI Healthcare Assistant Ecosystem for Clinical & Operational Support

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

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AI-Powered Secure Document Intelligence for Automotive Engineering

SilwaTech was engaged based on its experience supporting enterprise BFSI platforms and operating within regulated environments, including:
The technologies we work with :

AI-Powered Secure Document Intelligence for Automotive Engineering

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)

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AI-Powered Resume Optimization & Tailored Resume Creation Platform

SilwaTech was engaged based on its experience supporting enterprise BFSI platforms and operating within regulated environments, including:
The technologies we work with :

AI-Powered Resume Optimization & Tailored Resume Creation Platform

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

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AI-Powered Person Re-Identification System for Intelligent Surveillance

SilwaTech was engaged based on its experience supporting enterprise BFSI platforms and operating within regulated environments, including:
The technologies we work with :

AI-Powered Person Re-Identification System for Intelligent Surveillance

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

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AI-Enhanced Chatbot for Liferay Enterprise Portals

SilwaTech was engaged based on its experience supporting enterprise BFSI platforms and operating within regulated environments, including:
The technologies we work with :

AI-Enhanced Chatbot for Liferay Enterprise Portals

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

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AI-Driven Stock Market Prediction & Forecasting Platform

SilwaTech was engaged based on its experience supporting enterprise BFSI platforms and operating within regulated environments, including:
The technologies we work with :

AI-Driven Stock Market Prediction & Forecasting Platform

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

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AI-Assisted Liferay Code Generator with RAG

SilwaTech was engaged based on its experience supporting enterprise BFSI platforms and operating within regulated environments, including:
The technologies we work with :

AI-Assisted Liferay Code Generator with RAG

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

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AI Legal Assistant for Research, Contract Intelligence & Compliance

SilwaTech was engaged based on its experience supporting enterprise BFSI platforms and operating within regulated environments, including:
The technologies we work with :

AI Legal Assistant for Research, Contract Intelligence & Compliance

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

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AI Chatbot for Intelligent Search & Personalized Content in Fashion Retail

SilwaTech was engaged based on its experience supporting enterprise BFSI platforms and operating within regulated environments, including:
The technologies we work with :

AI Chatbot for Intelligent Search & Personalized Content in Fashion Retail

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

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AI Assistants for Healthcare Operations, Clinical Support & Patient Engagement

SilwaTech was engaged based on its experience supporting enterprise BFSI platforms and operating within regulated environments, including:
The technologies we work with :

AI Assistants for Healthcare Operations, Clinical Support & Patient Engagement

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

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Have a project in mind?

SilwaTech is a leading custom software and digital transformation partner serving enterprises and government organizations across the UAE, GCC, Europe, and Africa. Backed by 20+ years of experience and a global delivery team of 800+ professionals, we design and deliver secure, scalable, and future-ready technology solutions that drive measurable business outcomes.

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+971 55 118 1943 (UAE)
+971 55 327 9349 (UAE)
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