Blogs or Expert Columns
Top 9 Applications of AI-Based Quality Inspection in Manufacturing (2025–26)
Top 9 Applications of AI-Based Quality Inspection in Manufacturing (2025–26) In 2025–26, global manufacturing stands at an inflection point, where precision, productivity, and profitability converge through AI-based quality inspection systems. According to McKinsey, AI adoption in production can improve defect detection by up to 95%, increase throughput by 30–40%, and reduce inspection labor costs by 50–70%. Meanwhile, the Inspection Software Market is projected to grow from $11B in 2025 to $24.95B by 2032 (Fortune Business Insights). Key Benefits of AI in Quality Control: Enhanced Accuracy: AI systems can detect defects that are often imperceptible to the human eye, [...]
Microsoft Sentinel
Microsoft Sentinel: Taming the Chaos of Modern Cyber Threats The Security Nightmare is Over The modern digital world is a sprawling, chaotic city. Your assets—data, applications, identities—are scattered across skyscrapers (Azure), competitor blocks (AWS/GCP), and historical neighborhoods (on-premises servers). Meanwhile, the threats aren't simple smash-and-grabs; they are sophisticated, distributed heists targeting multiple points at once. If your Security Operations Center (SOC) is still relying on traditional, legacy SIEMs (Security Information and Event Management), it's like trying to patrol this sprawling metropolis with a single watchman and a paper map. They are slow, limited by physical hardware, and can't [...]
Amazon EKS
Amazon EKS: Taming the Kubernetes Beast at Scale The EKS Edge: Unlocking Kubernetes at Hyperscale Hey there, fellow cloud architects and DevOps warriors! Let's cut right to the chase: Kubernetes is the undisputed operating system for the modern cloud. It’s powerful, flexible, and the engine drives containerization everywhere. But let's be honest—for anyone running a self-managed, upstream Kubernetes cluster at scale; the reality is far from simple. It’s less like efficient orchestration and more like wrestling with a thousand-headed hydra. You’re endlessly fighting complexity: configuring, patching, and scaling the critical control plane (that's the etcd data store, the [...]
Azure Database for PostgreSQL
Azure Database for PostgreSQL: Powering Intelligent, Scalable, and Secure Data Workloads In today's online world, data-informed decisions have come not just from being a competitive edge but a business imperative for operation. Out of all sorts of relational stores, PostgreSQL rose like a titan—acclaimed for its open-source dependability, comprehensive feature set, and SQL compliance. However, as businesses grow, it becomes cumbersome to handle performance, availability, and infrastructure for PostgreSQL. Here's where Azure Database for PostgreSQL intervenes—a truly managed, intelligent, and horizontally scalable PostgreSQL service service based on Microsoft Azure’s cloud foundation. It integrates seamlessly the strength [...]
Google Dataflow
Google Dataflow: The Engine Behind Real-Time Intelligence in the Cloud Imagine this scenario: You run an online service with millions of users. Every second, thousands of events stream in — user clicks, page views, logs, sensor data, chat messages. You also have historical data stored in BigQuery, Cloud Storage, and databases. You need to combine real-time user behavior with historical trends, detect anomalies, drive dashboards, feed ML models, and alert operations teams — all in near real time. Sounds complex. Many teams build separate systems: one for streaming (Apache Flink, Kafka Streams), another for batch (Spark, Hadoop). Coordinating [...]
Azure AI Content Understanding
Azure AI Content Understanding: Turning Unstructured Content into Intelligent Insights In the modern enterprise, data exists everywhere — in documents, emails, scanned forms, images, audio recordings, and videos. The challenge isn’t a lack of data; it’s making sense of it efficiently. Azure AI Content Understanding is Microsoft’s powerful solution for bridging this gap. It’s designed to help organizations extract structured information from unstructured content, enabling faster decision-making, deeper insights, and smarter automation. Unlike traditional tools that focus on a single content type, Azure AI Content Understanding is multimodal and schema-driven. This means it can handle text, images, [...]
Google Datastream
Streaming the Future: How Google Datastream Keeps Your Data in Sync Imagine this: your engineering team runs a campaign dashboard that blends customer data from your transactional database, logs from application servers, and product catalogs stored in a cloud database. You wake up one morning to find the dashboard is showing stale, inconsistent numbers. A recent sale was recorded in your MySQL database, but the analytics pipeline hasn’t picked it up yet. Meanwhile, your customer support team is working off outdated product catalogs while replying to complaints. Your BI queries are returning partial or wrong results, and the [...]
Azure AI Vision
Azure AI Vision: Transforming Visual Data into Intelligent Insights In an era dominated by data, organizations are increasingly realizing that visual data — images, videos, and scanned documents — contain more intelligence than ever before. Yet, much of this information remains unstructured and underutilized. That’s where Azure AI Vision, a part of Microsoft’s Azure Cognitive Services, steps in. Azure AI Vision is an advanced cloud-based computer vision platform designed to help enterprises extract actionable insights from visual content. Built on the foundations of deep convolutional neural networks (CNNs) and transformer-based vision architectures, it can interpret and analyze [...]
Amazon SageMaker
A Practitioner's Deep Dive: From ML Janitor to Magician with Amazon SageMaker Let me take you back to a moment that I’m sure feels painfully familiar. It’s the dead of night, the office is empty, and the only sounds are the hum of the servers and the frantic clicking of my keyboard. My brilliant, elegant machine learning model—the one that performed like a champion in the pristine, controlled environment of my local notebook—is throwing a tantrum on the production server. A cryptic dependency error from a library I’ve never even heard of is mocking me from the terminal. [...]
Azure AI Search
Azure AI Search: The Intelligent Retrieval Engine Powering Modern AI & Apps Imagine you work at a mid-sized company that maintains hundreds of PDF reports, internal wikis, product manuals, chat logs, and web pages. When a customer support rep types a question like “why do I see error 502 during login?”, your standard keyword search returns zero results, or pages only loosely related. Then one day the data engineering team enables Azure AI Search in your stack. That search box suddenly starts returning the right answers — not because they have the same keywords, but because the system [...]
AgentGPT
AgentGPT: Decoding the Autonomous Loop Driving the Future of AI Workflows Artificial intelligence has come a long way—from being a supercharged calculator that could predict and generate with impressive speed, to something far more dynamic. For years, AI systems were reactive tools, waiting for us to tell them what to do. They were brilliant, yes, but boxed in—limited by their need for constant human input. That’s changing fast. Enter AgentGPT, a platform that’s reshaping how we think about AI. It’s making it easier than ever for developers, businesses, and even curious hobbyists to build AI agents that can [...]
PostgreSQL
PostgreSQL PostgreSQL, often referred to as Postgres, is a free and open-source relational database management system (RDBMS). In RDBMS, data is organized into multiple related table tables. For example, you can have a table to store products and another table to store invoices. PostgreSQL is famous for its robustness, performance, and flexibility. PostgreSQL is utilized across applications, ranging from small-scale projects to large enterprise systems. PostgreSQL supports the most important programming languages like python, Ruby, c++, Java, DotNet, PHP etc. It supports data types starting from primitive, structured, documentary like xml, json etc to geometry based data types. It [...]
Azure OpenAI in Foundry Models
Enterprise AI Strategy: Azure OpenAI as Your Model Foundry The Enterprise AI Arms Race is Over. You Won. In today's C-suite, the word AI has moved from a shiny future concept to a mission-critical mandate. We're not just talking about simple chatbots anymore; we're talking about massive, intelligent systems that can reason, generate code, and summarize global knowledge in a flash. For years, accessing this top-tier intelligence—the kind packed into models like GPT-4 and DALL·E—felt like a privilege reserved for a handful of Big Tech giants. The cost? Astronomical. The complexity? Enough to make your IT team weep. [...]
REST API(Representational State Transfer)
REST API (Representational State Transfer) Rest API also known as Restful API is a Representational State Transfer Application Programming Interface or type of API which has some rules and which we should follow to conclude or infer that our server is built on Restful API. REST APIs often utilize JSON (Javascript Object Notation) as a lightweight format for data interchange, making it easy to read and write data between client and server Working of REST API Stepwise: A python code snippet can use a REST API to fetch and process data in [...]
YOLOV8
YOLOV8 YOLO (You only look once) is a game-changing object detection algorithm that came into picture in 2015 and is known for its speed of fast processing of entire images at once just similar to the speed of light. Well, it is the another masterpiece released by Ultralytics on January 10th, 2023 taking previous iterations and making them even speedier and more accurate with various operational modes including Inferencing, Validation, Training and Export facilitating their use in different stages of deployment and development and designed to cater to various requirements, from object detection to more complex tasks like [...]
Azure SQL Datawarehouse
Azure SQL Datawarehouse Azure SQL Data Warehouse, now rebranded as Azure Synapse Analytics, is a cloud-based, fully managed data warehousing solution designed for large-scale data analytics. It combines enterprise data warehousing with big data analytics, enabling organizations to query both relational and non-relational data using familiar SQL syntax. This service is ideal for handling massive datasets and performing complex analytical queries. Azure Synapse Analytics: In-Depth Architectural Breakdown Unified Analytics Platform Azure Synapse Analytics is positioned as the evolution of Azure SQL Data Warehouse, merging: Enterprise Data Warehousing (EDW): Provisioned, scalable SQL-based workloads. Big Data [...]
AI Spatial Intelligence for Measurement & Planning
AI Spatial Intelligence for Measurement & Planning This AI-powered solution detects and segments furniture items in room images, estimates their real-world dimensions, and calculates area coverage in square feet. It automates the labor-intensive process of room measurement and visualization, providing actionable insights for interior design, real estate, construction, and space planning. By combining computer vision with automated reporting, it accelerates decision-making, improves accuracy, and ensures consistency across multiple properties or rooms. Book a Demo Business Challenges or Pain Points Addressed Time-Consuming Manual Measurement: Measuring and documenting furniture manually can take hours per room.Human Error & Inaccuracy: Manual calculations often lead [...]
Automated Content Publishing Solution
Automated Content Publishing Solution Manual publishing workflows slow down enterprise content operations. Our automated content publishing solution eliminates the need for copy-pasting and manual formatting between Google Docs and WordPress. It parses and converts Google Docs into structured, WP Bakery-compatible WordPress drafts automatically, preserving formatting, components, and images. The result: hours of manual work reduced to minutes, consistent content quality, and frictionless collaboration between writers, editors, and developers. Book a Demo Business Challenges or Pain Points Addressed Manual Content Transfer Bottleneck: Teams spend hours copying and formatting articles between Google Docs and WordPress.Formatting Inconsistencies: Manual publishing causes broken layouts and inconsistent [...]
Top Small Language Models for Agentic AI Solutions Development
Top Small Language Models for Agentic AI Solutions Development Small Language Models, or SLMs are primarily shorter and lighter versions of LLMs, enabling enterprises to build cost-effective agentic AI solutions. It has gained popularity in the last few months. What is Many AI startups in India have reported growing demand from small & mid-sized businesses for automating workflows like customer support, engagement, recruitment, etc. Even one report from Deloitte claimed that many firms prefer buying AI solutions (e.g. SaaS / agentic AI tools) rather than building in-house, likely because using off-the-shelf or lighter models is cheaper, faster, and [...]
Agentic AI-based Financial Research Tool
Agentic AI-based Financial Research Tool The Agentic AI-based Financial Research Tool transforms traditional equity and sector research. By automating data collection, analysis, and report generation, it replaces 40–60 hours of manual work with an 8-minute AI-driven analysis. The system produces institutional-grade, bias-free research reports while scaling coverage across 50+ companies simultaneously. This enables faster, accurate, and cost-efficient financial intelligence for investment teams and research analysts. Book a Demo Business Challenges or Pain Points Addressed Analysts spend 70% of their time gathering data, slowing report delivery.Manual processes introduce errors, inconsistencies, and bias.Coverage is limited to 2–3 companies per week, restricting research [...]
AI-based Vegetation Indices Solution
AI-based Vegetation Indices Solution The AI-based Vegetation Indices Solution leverages satellite imagery and machine learning to monitor crop health, detect stress, and generate actionable insights for precision farming. By analyzing multispectral bands (RGB, NIR, SWIR), it computes NDVI, EVI, NDWI, and other indices to provide farmers, agronomists, and agribusinesses with real-time visibility across large farmlands.This solution enables data-driven decisions on irrigation, fertilization, and harvesting - improving yields, conserving resources, and supporting sustainable farming. Book a Demo Business Challenges or Pain Points Addressed Manual field inspections are slow, labor-intensive, and unscalable.Early crop stress is often missed, leading to 15–25% yield losses.Inefficient [...]
Agentic AI-based Customer Loyalty Assistant
Agentic AI-based Customer Loyalty Assistant Enterprises struggle to maximize the ROI of loyalty programs due to fragmented data, delayed insights, and generic campaigns. ThirdEye Data’s Agentic AI-powered Loyalty Assistant transforms customer engagement by orchestrating AI agents to analyze loyalty datasets, detect churn signals, and recommend targeted campaigns. With real-time query-to-SQL generation, marketers gain autonomy to design personalized loyalty journeys without heavy IT dependence. Book a Demo Business Challenges or Pain Points Addressed Difficulty identifying at-risk, disengaged, or high-value members.Manual segmentation slows down campaign execution.Lack of real-time analytics for proactive churn prevention.Loyalty data scattered across multiple platforms and silos.Generic campaigns lead [...]
Automated Product Counting System
Automated Product Counting System The Automated Product Counting System is an AI-powered solution that ensures accuracy, efficiency, and transparency in logistics and supply chain operations. Leveraging advanced computer vision models, it can automatically detect and count products—such as bags, sacks, cartons, and boxes - from images or video feeds captured during loading and unloading.This system helps enterprises verify dispatch and delivery quantities in real time, reduce manual effort, prevent losses caused by discrepancies, and provide a verifiable audit trail across the supply chain. With seamless ERP/WMS integration, scalable deployment, and adaptability to diverse environments, it enables organizations to achieve greater [...]
Automated Nursing Roster Management System
Automated Nursing Roster Management System Hospitals run 24/7, but scheduling the right number of nurses across shifts and departments remains one of the most complex operational challenges. Traditional manual rostering is time-consuming, error-prone, and leaves little room to adapt to emergencies.ThirdEye Data’s AI-powered Nursing Roster Management System automates shift planning, dynamically allocates staff, and ensures compliance with hospital rules, helping healthcare leaders improve workforce efficiency while enhancing patient care. Book a Demo Business Challenges or Pain Points Addressed Hospital executives and operations leaders often face the same set of recurring challenges:Manual scheduling inefficiencies waste countless admin hours each week.Uneven nurse [...]
