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Vstorm - AI Agent Engineering & LLM Solutions
  1. Companies
  2. vstorm.co

vstorm.co

Applied AI Agents Engineering consultancy

Case Studies

Development of an AI-Driven Real Estate Due Diligence Automation Platform

Real estate

Design and implement an AI-powered platform capable of ingesting, parsing, filtering, and analyzing complex legal, environmental, and infrastructural documents, combined with dynamic geospatial data, to generate actionable due diligence reports.

Advanced large language models for natural language understanding and report generation., Self-hosted vector database (e.g., Milvus) supporting metadata filtering., Specialized OCR solutions optimized for complex real estate documents (e.g., high-accuracy OCR models)....
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Implementation of Multi-Agent Intelligent Automation for Field Operations and Error Monitoring in Telecommunications

Information Technology

Design and implement an AI-driven multi-agent system capable of orchestrating complex workflows for device installation and error management, supporting real-time data ingestion, process automation, and intelligent decision-making.

Modular multi-agent architecture leveraging specialized agents for tasks, Use of large language models (LLMs) for unstructured data analysis, Appropriate lightweight and powerful models for task-specific processing...
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Digital Examination Platform for Civil Engineering Certification and Talent Identification

Construction

A web application supporting exam simulation and learning modes, subscription management, and data analytics for candidate performance tracking.

Scalable cloud architecture (e.g., cloud hosting, containerization), Modern full-stack frameworks for rapid development, Secure payment gateway integrations...
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AI-Powered Voice Assistant for Call Center Automation and Multilingual Customer Routing

Telecommunications

Design and implement an AI-driven voice assistant that can perform caller verification, natural language understanding, dynamic call routing, and multi-language support, using speech recognition and generation technologies.

Large Language Models (LLMs) for natural language understanding and generation, Speech recognition (STT) and voice synthesis (TTS) technologies, AI retrieval and generative models for context-aware responses...
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Remote R&D Talent Acquisition Platform for Telecommunications Innovation

Telecommunications

Development of a comprehensive platform to facilitate sourcing, assessment, onboarding, and management of remote R&D engineers with capabilities for cultural fit evaluation and long-term engagement tracking.

Web-based platform architecture, AI and machine learning for candidate matching and assessments, Secure cloud infrastructure for scalability and data security
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Development of an AI-Powered Interior Design Generation Platform

Information technology

Design a platform that analyzes user preferences using an AI engine, provides personalized interior design recommendations, and includes an iterative learning component that refines suggestions over time. The system should feature an intuitive user interface facilitating easy interaction and finalization of design choices.

AI algorithms for personalization and recommendation systems, Iterative machine learning models, Front-end frameworks for UI development...
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Development of an AI-Powered High-Quality Personal Image Generation Platform

Media

The system must generate personalized, high-quality images utilizing AI models, support extensive stylization options, handle user personalization data efficiently, and provide an easy-to-use interface for users to request and customize images.

Deep diffusion models (similar to Stable Diffusion) for photogeneration, OpenCV or similar computer vision tools for facial feature extraction and dataset creation, Machine learning frameworks for AI model training and adaptation...
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Porting Large Language Model Inference Engine to Diverse AI Accelerators

Information technology

Design and implement a hardware-agnostic inference framework that can execute large language models efficiently across different AI accelerators by porting and optimizing existing kernel operations for various architectures.

OpenCL, Vulkan, or other cross-platform GPU acceleration frameworks, Architecture-specific kernel development for SIMD (Intel Gaudi) and thread-based models (NVIDIA CUDA), ggml-like core library for tensor and transformer inference
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Development of a Mobile-First SaaS Platform for Freelance Service Providers

Beauty

Build a comprehensive SaaS solution incorporating user registration, service listing, booking management, messaging, and community features, optimized for mobile devices and designed for rapid adoption by Millennials and Gen Z freelancers.

Mobile-first design principles emphasizing responsive UI/UX, Native mobile app development using Java for Android (or equivalent), with an emphasis on performance and device compatibility, Frontend development using modern JavaScript frameworks/libraries...
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Centralized Data Platform for Enhanced AI-Driven Business Decision-Making in eCommerce

eCommerce

Design and implement a comprehensive data platform that consolidates data sources, provides real-time visualization, supports automation, and integrates AI/LLMs for advanced analytics and decision support.

Cloud-based data warehouse solutions (e.g., BigQuery, Snowflake), Data streaming and real-time data processing frameworks (e.g., Kafka, Spark Streaming), Dashboard development using modern frontend frameworks (e.g., React, Vue.js)...
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Development of an AI-Driven Non-Invasive Blood Glucose Monitoring System for Diabetes Management

Medical

A comprehensive system integrating advanced optical sensing hardware with a powerful software platform for data collection, real-time analysis, machine learning, and user feedback. The system must support ongoing R&D activities and future device enhancements.

Optical and spectrophotometric hardware engineering with laser light wave technology., Machine learning frameworks such as TensorFlow or PyTorch for data analysis., Secure cloud infrastructure for data storage and processing....
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Refacilitating Real-Time Chemical Analysis Software Architecture for Enhanced ML Integration

Manufacturing

Development of a flexible, scalable software platform that facilitates real-time data processing, machine learning integration, and comprehensive analytics dashboard functionalities.

Microservices architecture for modularity and scalability., Cloud-native solutions for high availability and elasticity., Containerization platforms like Docker/Kubernetes for deployment flexibility....
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Development of an AI-Driven Large-Scale Data Scraping and Contextual Information Extraction Platform

Media

Develop an automated, AI-powered platform capable of scalable scraping, processing, and contextual analysis of large volumes of unstructured media data from diverse online sources.

Python as the primary development language, Advanced NLP models and Large Language Models for contextual understanding, Playwright or equivalent headless browser frameworks for data scraping...
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Development of an AI-Powered Cover Letter Generator for Job Seekers

Information technology

Create an AI-driven platform that processes CVs and job descriptions to automatically generate personalized, professional cover letters, ensuring natural language flow and relevance.

Advanced NLP models such as GPT-4 or equivalent APIs, Machine learning algorithms for data extraction and matching, Intuitive web-based user interface with seamless upload and retrieval capabilities
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Development of a Collaborative Open-Source Conversational AI Platform with Advanced Automation Capabilities

Information technology

Design and develop a versatile, open-source conversational AI platform supporting multi-user real-time collaboration, customizable prompts, memory, and integration with external tools. The system should enable management of multiple LLMs, incorporate safety protocols, and support extensibility through plugin and library features.

Open-source frameworks and languages (e.g., Python, Node.js), LangChain or similar orchestration tools for managing LLM workflows, APIs for integrating diverse LLM providers and custom models...
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Automated Customer Email Response System Using AI and LLMs for IT Services Companies

Business services

Development of an integrated system that automatically recognizes product-related inquiries from incoming emails, retrieves relevant product data in real-time, and generates well-structured, accurate email responses using large language models. The system must connect with existing email inboxes and product catalog databases, and produce responses following predefined templates and sales guidelines.

Large Language Models (LLMs) for natural language understanding and content generation, Retrieval Augmented Generation (RAG) frameworks to enhance data access and response precision, Transformer-based neural network architectures for advanced NLP tasks...
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Hyperautomated Multilingual Data Reporting System Using AI and LLMs

Information technology

Design and develop an integrated platform capable of automatic multilingual data translation, dynamic report generation, and real-time visualization using advanced AI and LLM technologies, with seamless data flow management and flexible architecture.

Modern web application frameworks for system redesign, Large Language Models (LLMs) for translation and content generation, AI/ML integrations for data processing and report automation...
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Development of a Digital Bookkeeping Platform for Financial Management

Financial services

A digital platform that automates invoice management, provides financial summaries, and enables role-based access controls through a secure, scalable system architecture.

Swift for iOS app development, Java for Android app development, PHP for backend server with SQL database...
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Development of a Business Networking Platform for Industry Collaboration

Telecommunications

A data-driven networking system enabling member profile management, targeted matching based on business interests, communication tools, and content sharing functionalities.

Python-based backend development for data management and logic processing, Secure cloud hosting infrastructure to support scalability and availability, Modular system architecture to facilitate updates and integrations
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Development of a Nationwide Scalable Web Application for Large-Scale Event Management

Non-profit

A comprehensive web application encompassing real-time display capabilities for public users and management tools for event staff, built with a focus on performance, reliability, and reusability.

Node.js for backend services, Vue.js or similar modern JavaScript frameworks for frontend development, Test Driven Development methodology to ensure high code quality...
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Multichannel AI-Driven Patient Engagement and Data Integration System for Healthcare

Medical

Design and develop a custom AI agent capable of analyzing medical history, physician notes, current medications, and personal details, while interacting with patients via multichannel communication (SMS, voice). The system must support seamless integration with existing healthcare management platforms and continuously update patient records post-appointment for accuracy and personalization.

Custom AI development utilizing Large Language Models (LLMs) with retrieval-augmented generation (RAG) techniques., Scalable, secure, cloud-based infrastructure ensuring HIPAA compliance., Integration middleware supporting compatibility with existing healthcare systems.
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AI-Driven Automated Property Description Generation for Vacation Rental Marketing

Real estate

Implement an AI-driven platform that collects property details from owners, generates multiple tailored descriptions, provides translation and summarization options, and enables easy selection and publication of content across marketing channels.

Large Language Models (e.g., GPT-4 or equivalent) for natural language generation and translation, Language model orchestration framework (e.g., LangChain) for managing data flow and process automation, Cloud-based deployment for scalability and accessibility...
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Remote Quality Assurance Resource Augmentation for Advanced Energy Systems R&D

Energy & natural resources

A comprehensive platform to facilitate the recruitment, onboarding, and management of remote QA specialists. The system should support candidate vetting, soft skills assessments, remote work capability verification, and ongoing performance monitoring to ensure resource quality aligned with project needs.

Data-driven recruitment algorithms, Digital vetting tools, Secure cloud-based platforms...
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Development of a Cross-Platform Augmented Reality Visualization Application for Interior Design

Retail

An interactive AR application that allows users to scan real-world surfaces, select from cataloged products, and virtually place them within their environment through an intuitive interface, supporting both web and mobile platforms.

Unity game engine with AR Foundation library for cross-platform development, ARCore (Android) and ARKit (iOS) for native support, Web-based AR capabilities using browser-supported frameworks
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Development of a Remote Extended AI & Data Science Team for Digital Transformation

Technology

Development of a platform to facilitate the recruitment, onboarding, assignment, and management of high-caliber remote AI, Data, and IT specialists supporting multiple client projects.

Data-driven hiring algorithms, Semi-automated recruitment tools, Cloud platforms for scalable infrastructure...
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Development of a Cross-Platform Travel Service Mobile Application with API Reengineering and Multilingual Support

Travel and Tourism

Development of a cross-platform mobile application integrating multiple travel services, featuring search, filtering, content display, user notifications, and multilingual localization.

React Native framework for mobile app development, API reengineering aligned with current mobile API standards, Firebase for push notifications...
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vstorm.co

Applied AI Agents Engineering consultancy

Vstorm is a boutique AI Agent engineering consultancy recognized by Deloitte, specializing in developing custom agentic workflows, integration, and AI solutions. The company focuses on helping organizations enhance their ROI through innovative AI and Large Language Model (LLM) technologies, providing a range of services from proof of concept development to advanced platform creation and team extension.

Services

PoC and MVP Development of LLM-based Software
AI Platform Creation and Enhancement
AI Integration and Optimization
Team Extension and AI Expertise Deployment
RAG Engineering and LLM Ops
AI Strategy, Consulting & Advisory

Industry Expertise

Healthcare
Real Estate
Telecommunications
Technology & Innovation

Technology Stack

LangChain
RAG Pipelines
LLMOps
Deep Learning & Machine Learning Frameworks

Why Choose Us

  • •Recognized by Deloitte for AI innovation and excellence
  • •Tailored, end-to-end AI engineering solutions
  • •Strong expertise in LLM, RAG, and AI automation
  • •Focus on delivering high ROI and scalable solutions
  • •Experience across diverse industries with proven case studies

Company Overview

Vstorm stands out as a specialized AI engineering consultancy that empowers organizations to leverage advanced artificial intelligence technologies. With recognition from Deloitte, the company combines deep technical expertise with strategic insights to craft tailored AI solutions that meet complex business needs. Their focus on agentic workflows, Large Language Models, and automation makes them a go-to partner for digital transformation initiatives. Having built a reputation for quality and innovation, Vstorm emphasizes building scalable, high-impact AI systems that deliver measurable ROI. Their approach integrates industry best practices, cutting-edge AI frameworks, and a client-centric methodology to ensure solutions are not only powerful but also aligned with long-term business objectives. The company’s culture promotes expertise, transparency, and ongoing support, making them a trusted partner for enterprises looking to stay ahead in a rapidly evolving technological landscape. Vstorm's commitment to advancing AI technology extends across various sectors, including healthcare, real estate, telecommunications, and more. They continuously evolve their offerings, providing clients with the latest innovations in LLMs, retrieval techniques, and automation tools—all aimed at transforming operational efficiency and fostering innovation.