Blogs or Expert Columns
AI-Powered Demand Forecasting for Retail & E-Commerce
Resource Library > Demo Library > AI-Powered Demand Forecasting for Retail & E-Commerce AI-Powered Demand Forecasting for Retail & E-Commerce Applicable Industries Retail & E-CommerceConsumer Goods & FMCGGrocery & Perishable Goods Apparel & Fashion Technologies Used & Their Role Machine Learning Models:XGBoost, ProphetScalable Forecasting: AWS ForecastData Processing & Storage: BigQueryBusiness Intelligence & Reporting: Power BI Summary of the AI Solution Retailers and e-commerce businesses face inventory challenges due to inaccurate demand forecasting, leading to overstocking, understocking, and lost sales opportunities. Our AI-Powered Demand Forecasting System predicts future demand by analyzing historical sales, seasonality trends, and customer behavior, ensuring optimized inventory management and [...]
AI-Powered Legal Contract Analyzer for Law Firms
Resource Library > Demo Library > AI-Powered Legal Contract Analyzer for Law Firms AI-Powered Legal Contract Analyzer for Law Firms Applicable Industries Law Firms & Legal TeamsFinancial & Compliance DepartmentsEnterprises & Procurement TeamsReal Estate & Leasing Companies Technologies Used & Their Role Natural Language Processing (NLP): OpenAI GPT-4, LangChainClause & Entity Extraction: Named Entity Recognition (NER)Contract Digitization: OCR for text extractionFast Legal Document Search: Pinecone (Vector Database) Summary of the AI Solution Law firms and legal teams face time-consuming, manual contract reviews, increasing the risk of overlooked clauses, obligations, and potential liabilities. Our AI-Powered Legal Contract Analyzer automates contract analysis using [...]
Intelligent Patient Diagnosis Assistant for Healthcare
Resource Library > Demo Library > Intelligent Patient Diagnosis Assistant for Healthcare Intelligent Patient Diagnosis Assistant for Healthcare Applicable Industries Hospitals & ClinicsTelemedicine ProvidersMedical Research InstitutionsHealth Insurance Companies Technologies Used & Their Role Medical Language Processing: BioBERT, Hugging Face TransformersAI-Based Diagnosis Suggestion: OpenAI GPT-4Patient Data Retrieval: FHIR APIContinuous Learning: Reinforcement Learning Summary of the AI Solution In the always-crowded healthcare industry, doctors often struggle with information overload when diagnosing complex diseases. Manual reviews of past medical records slow down decision-making, impacting patient care and outcomes. Our AI-powered Intelligent Patient Diagnosis Assistant helps healthcare professionals make faster, data-driven diagnoses by analyzing patient [...]
AI-Powered Fraud Detection for Banking & Finance
Resource Library > Demo Library > AI-Powered Fraud Detection for Banking & Finance AI-Powered Fraud Detection for Banking & Finance Applicable Industries Banking & Financial ServicesFintech & Payment ProvidersE-commerce & RetailInsurance & Claims Processing Technologies Used & Their Role AI Model Training & Detection: TensorFlow, Graph Neural NetworksAnomaly Detection: Machine Learning, Deep LearningReal-time Processing: KafkaSecure Data Storage: SnowflakeTransaction Data Analysis : Python Summary of the AI Solution Financial institutions face growing challenges in detecting and preventing fraudulent transactions. Traditional rule-based fraud detection systems often fail to adapt to evolving fraud tactics, leading to billions in losses annually. This AI-powered Fraud Detection System [...]
Computer Vision-based Object Detection & Quality Checking
Computer Vision-based Object Detection & Quality Checking The Object Detection & Quality Analysis System is a computer vision-powered solution that detects and analyzes objects in real time from images or videos. Using advanced YOLO-based deep learning models, it identifies multiple objects simultaneously, highlights them with bounding boxes, and provides automated quality scores with confidence levels.This solution is designed for industries where accuracy, quality, and real-time decision-making are critical, such as manufacturing, logistics, quality control, and surveillance. With high processing speed and scalability, it ensures operational efficiency and consistent product quality. Book a Demo Business Challenges or Pain Points Addressed Manual [...]
Multilingual Querying System
AI Knowledge Discovery & Retrieval Platform Our AI Knowledge Discovery & Retrieval Platform enables organizations to search and retrieve insights from millions of heterogeneous documents with unmatched accuracy and speed.Using advanced semantic search, multimodal retrieval, and RAG (Retrieval-Augmented Generation), it delivers precise, citation-backed answers across text, tables, and figures. The platform supports both a web dashboard and APIs, making knowledge discovery accessible, secure, and scalable for research-intensive environments. Book a Demo Business Challenges or Pain Points Addressed Keyword-based search was inadequate for large-scale repositories.Content existed in varied formats (text, tables, figures) requiring multimodal AI.Tens of millions of documents demanded low-latency, [...]
Spam Prediction for Telco Dataset
Resource Library > Demo Library > Spam Prediction for Telco Dataset Spam Prediction for Telco Dataset Applicable Industries Telecom Service ProvidersBanking & Financial ServicesE-commerce & RetailHealthcare & InsuranceEnterprise Messaging Platforms Technologies Used & Their Role Text Processing & NLP: Python, NLTK, SpaCy, Scikit-learnMachine Learning & Deep Learning:TensorFlow, Scikit-learn, XGBoostModel Deployment & API: FastAPI, FlaskContainerization & Scaling: Docker, KubernetesData Storage & Processing: PostgreSQL, SnowflakeMonitoring & Continuous Learning: Prometheus, Grafana Summary of the AI Solution Telecom companies constantly battle fraudulent and spam messages that compromise user experience and regulatory compliance. Traditional rule-based filtering methods are inadequate, as spammers continuously evolve their tactics [...]
Sales Prediction and Recommendation System
Resource Library > Demo Library > Sales Prediction and Recommendation System Sales Prediction and Recommendation System Applicable Industries Retail & E-CommerceManufacturingFinancial ServicesConsumer Goods Telecommunications Technologies Used & Their Role Predictive Modeling: Python, XGBoost, Scikit-learnData Storage & Processing:SnowflakeVisualization & Insights:Power BIData Preprocessing & ETL: Pandas, NumPyAPI & Integration:FastAPI, Docker, Kubernetes Summary of the AI Solution A fabric manufacturer sought to enhance their sales strategy by leveraging data-driven insights instead of relying on intuition. Traditional sales forecasting methods were ineffective in identifying upselling and down-selling opportunities, leading to missed revenue potential and inefficient customer engagement. The objective of this Sales Prediction and Recommendation System [...]
Automated Document Tagging & Indexing System
Resource Library > Demo Library > Automated Document Tagging & Indexing System Automated Document Tagging & Indexing System Applicable Industries Technology & SoftwareFinance & BankingLegal & ComplianceHealthcare & PharmaGovernment & Public SectorManufacturing & Engineering Technologies Used & Their Role NLP Processing: Azure AI, LangChainGenerative AI & Contextual Search:OpenAI GPT-4, RAG FrameworkDocument Indexing & Retrieval:ElasticsearchHybrid Search & Query Processing:Vector Search, Keyword SearchCloud & Deployment:Azure Cloud, KubernetesAPI Integration:FastAPI, GraphQL Summary of the AI Solution An IT company required an advanced document management solution to streamline information retrieval from vast repositories. Traditional keyword-based searches lacked contextual awareness, making it difficult to extract meaningful [...]
Predictive Maintenance Application
Resource Library > Demo Library > Predictive Maintenance Application Predictive Maintenance Application Applicable Industries Aerospace & AviationManufacturingAutomotiveEnergy & UtilitiesHealthcareOil & GasLogistics & Transportation Technologies Used & Their Role Predictive Modeling: Python, TensorFlow, Scikit-learnTime-Series Analysis:Pandas, Statsmodels, ProphetExperiment Tracking: MLflowData Processing & Storage: PostgreSQL, SnowflakeAPI & Deployment:FastAPI, Docker, KubernetesMonitoring & Feedback Loop:Prometheus, Grafana Summary of the AI Solution Organizations dealing with machineries and sensors face significant challenges in maintaining operational efficiency due to unexpected component failures. Traditional maintenance methods such as manual inspections and reactive repairs, lead to increased downtime, higher costs, and potential safety risks. The objective of this predictive maintenance application [...]
Advanced AI Assistant for Visual Data
Advanced AI Assistant for Visual Data Enterprises often rely on technical drawings, diagrams, and scanned documents for critical decisions. Yet, most chatbots only process text, ignoring visual data. ThirdEye Data’s Advanced AI Assistant for Visual Data is a multimodal, RAG-powered solution that understands flowcharts, schematics, prescriptions, and complex PDFs. By combining OCR, computer vision, and LLMs, it delivers context-aware answers from both text and visuals, enabling faster insights and smarter enterprise workflows. Book a Demo Business Challenges or Pain Points Addressed Manual document search wastes 60–70% of analysts’ time. Standard chatbots fail to interpret flowcharts, diagrams, and scanned PDFs. [...]
How AI Can Prevent Devastation Like the Recent Los Angeles Wildfires
The recent devastating wildfires in Los Angeles, fueled by dry conditions and strong winds, have scorched over 25,000 acres, destroyed more than 1,000 structures, and claimed multiple lives. According to reports, the fires have cost billions in damages and forced thousands to evacuate. With climate change driving more frequent and severe wildfires, proactive and predictive solutions are essential to protect communities and critical infrastructure. Artificial Intelligence (AI) has emerged as a powerful tool to mitigate wildfire risks, enhance early warning systems, and enable preventive actions before catastrophe strikes. The Growing Threat of Wildfires Wildfires have become increasingly [...]
Everything You Need to Know About Low Code or No Code Platforms
Everything You Need to Know About Low Code or No Code Platforms Low-code and no-code environments are rapidly becoming a trend for rapid AI development and deployment. They have transformed the way enterprises approach software development and automation. In this article, we will explore some of the best low code or no code platforms, the implementation areas, the challenges, the answers for some common queries and the future possibilities of these platforms. What is low code or no code platforms? Low-code or no-code (LC/NC) platforms are some compact tools that allow users to build and [...]
A Comprehensive Guide on Latent Dirichlet Allocation
A Comprehensive Guide on Latent Dirichlet Allocation What is Latent Dirichlet Allocation or LDA? Latent Dirichlet Allocation (LDA) is a generative probabilistic model used primarily for topic modeling in natural language processing (NLP). It assumes that documents in a corpus consist of multiple latent topics. And each topic is represented as a distribution over words. LDA enables the extraction of thematic structure from unstructured text data, providing insights into the hidden topics within a collection of documents. How Does Latent Dirichlet Allocation Work? Core Assumptions: Each document is a mixture of multiple topics. Each [...]
Top 10 Open-Source Frameworks for Testing LLMs, RAGs, and Chatbots
Top 10 Open-Source Frameworks for Testing LLMs, RAGs, and Chatbots According to a recent report by the Wall Street Journal, around 80% of enterprises use Language Models (LLMs), Retrieval-Augmented Generation (RAG) systems, and chatbots in their operations. The same has been confirmed by Gartner. As the adoption of these AI technologies accelerates, robust testing frameworks have become indispensable for ensuring accuracy, fairness, and reliability. In this article, we will unveil the top 10 open-source testing frameworks that can evaluate and optimize AI models across various dimensions. LangTest Owning Company: IBM Description: LangTest is an open-source framework for [...]
Detecting Anomalies in Images Using Computer Vision-Based Regression Models
Detecting Anomalies in Images Using Computer Vision-Based Regression Models Anomaly detection is a critical task in various industries, including manufacturing, healthcare, security, autonomous systems, energy, utility, oil and gas. Traditional methods rely on explicit rules or statistical thresholds, which often struggle to handle complex visual data. Using computer vision, along with deep learning and regression models, enables us to analyze patterns in images and identify deviations from the norm. In this article, we delve into how we can apply regression models in anomaly detection, the workflow involved, the methodologies we can employ, and the industry best [...]
ThirdEye Data Recognized in Newsweek & Statista’s America’s Most Reliable Companies 2025
ThirdEye Data Recognized in Newsweek & Statista’s America’s Most Reliable Companies 2025 Sunnyvale, CA – 9th December 2024 – ThirdEye Data, a leading provider of AI-driven enterprise solutions and data analytics, is proud to announce its inclusion in Newsweek and Statista’s America’s Most Reliable Companies 2025 list. ThirdEye Data ranks 55th among 300 companies recognized nationwide, standing out from 33 million businesses and achieving an impressive score of 84.24 out of 100. This prestigious list identifies businesses that have earned exceptional trust and recommendations from their B2B clients. Based on an independent survey of [...]
How to Build a Custom GPT on OpenAI’s ChatGPT Platform
How to Build a Custom GPT on OpenAI's ChatGPT Platform Overview OpenAI's ChatGPT has emerged as a foundational tool for conversational AI in the last couple of years. It offers extensive customization capabilities to the developers. This article provides an exclusive, in-depth guide on building a custom GPT model tailored to specific business or personal requirements. We delve into technical intricacies, including dataset preparation and fine-tuning, advanced deployment methods, integration strategies, optimization, best practices, and continuous improvement processes. Additionally, we will explore challenges, ethical implications, and future advancements in the field. I hope it will help [...]
A Complete Guide to the OpenAI API: Step-by-Step Guide for 2024-25
A Complete Guide to the OpenAI API: Step-by-Step Guide for 2024-25 OpenAI has been a game-changer for incorporating artificial intelligence into business operations and workflows. This includes automating mundane tasks and making complex decisions. OpenAI's models offer versatile solutions to real-world business challenges. The guide discusses the usage process of the OpenAI API, applications, and the possibility of business transformation, along with answering the questions most frequently asked by users. What is OpenAI API? OpenAI API gives access to its pre-built and flexible models, for example, GPT-3, GPT-4, Codex, DALL-E, and Whisper, which are based on [...]
The Pursuit of General Problem Solvers in AI – From Early Attempts to Modern LLMs
The Pursuit of General Problem Solvers in AI: From Early Attempts to Modern LLMs The quest for a General Problem Solver (GPS) has been a cornerstone of artificial intelligence research for decades. This article traces the history of attempts to achieve this goal, culminating in the development of Large Language Models (LLMs), and discusses why even modern AI systems fall short of true general problem-solving capabilities. We'll explore how general problem-solving aligns with the broader goal of general intelligence, and why this holy grail remains elusive. Defining General Problems At the heart of GPS is the concept of [...]
ThirdEye Data Recognized in ISG Provider Lens™ Study for 2024
ThirdEye Data Recognized in ISG Provider Lens™ Study for 2024 We are thrilled to announce that ThirdEye Data has been recognized in the ISG Provider Lens™ Specialty Analytics Services 2024 – Global Region study, excelling in two key categories: Data Science Services Specialist and Data Engineering Services Specialist. This recognition marks a significant achievement, highlighting our commitment to delivering cutting-edge data-driven solutions and transformative business insights. What is ISG Provider Lens™? The ISG Provider Lens™ Quadrant studies are a benchmark for excellence in the technology services market, providing a comprehensive view of the top players across specific regions [...]
AI for Machining: The Impact on Precision and Efficiency
AI for Machining: The Impact on Precision and Efficiency Manufacturing is undergoing a change, particularly with the advent of Artificial Intelligence (AI) – an amalgamation of advanced statistical and mathematical techniques with computing technologies. Presently, manufacturing sector is challenged, mainly amongst others, by the shortage of skilled manpower. Additionally, workforce attrition is another factor that adds to the challenges. In view of the problem, many projects and studies have been commissioned across the world to assess the effect of increased production costs due to unavailability of skilled labor. This is particularly relevant to high-wage countries grappling with labor [...]
How AI and Data Analytics are Revolutionizing Sales for Manufacturers
How AI and Data Analytics are Revolutionizing Sales for Manufacturers In the bustling world of manufacturing, the pursuit of higher sales figures isn't just a goal; it's the bottom line of the industry. Yet, amidst the challenges of evolving consumer demands, market fluctuations, and operational complexities, traditional methods often fall short. This is where the groundbreaking integration of Artificial Intelligence (AI) and Data Analytics emerges as a transformative force, reshaping the landscape and propelling manufacturers into a new era of sales excellence. Let’s illustrate with a case study. A seasoned IT products manufacturer based in California has long grappled [...]
The Hidden Cost of Manual Gauge Readings: Explaining the AI Solutions for Manufacturing Industry
The Hidden Cost of Manual Gauge Readings: Explaining the AI Solutions for Manufacturing Industry For decades, manufacturing has relied on manual gauge readings to monitor critical production variables like temperature, pressure, and machine vibration. These readings, often taken by human workers, are prone to errors, delays, and inconsistencies. This seemingly simple task harbors a hidden cost that can significantly impact on production bottom line. The Problem: Inaccuracies and Delays in Manual Gauge Readings Human Error: Studies show that manual readings can have an error rate of up to 5%, often due to fatigue, distraction, or misinterpretations. This translates to [...]
