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Case Study Category: AI Solutions

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

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

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

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

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

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

Open Source Platforms / System Integration

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
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