End to End Technology Solutions
Digital transformation is gaining ground all over the world. But is it limited to maintaining an online presence? Of course, not. It covers cloud-based applications as well, which have become the ultimate game-changer in today’s world. By allowing businesses to leverage the maximum potential of cloud computing, cloud native apps offer multiple benefits, like scalability, Continue Reading »
Highlights: Prompt engineering is the practice of crafting clear and strategic inputs (prompts) to guide the responses of AI models like ChatGPT, DALL·E, or other large language models (LLMs). Custom LLM prompt engineering involves clearly defining the task, designing and refining prompts through testing, adding context or examples as needed, and evaluating outputs for deployment. Continue Reading »
Congratulations! You just got an amazing idea to build a product that will boost your business. But do you know which tech stack to go with to turn your idea into a full-fledged mobile application? Well, we can help you choose between Jetpack Compose vs Flutter to build an excellent app for both Android and Continue Reading »
Data engineering is a sought-after service across the globe in the 21st century. Most companies use data to make critical business decisions, improve offerings, and enhance customer experience these days. Therefore, the amount of data organizations capture is higher than ever at the moment. In fact, a report by ABI Research suggests that industrial enterprises Continue Reading »
In today’s fast-moving business world, automation is no longer just about saving time. It’s about building systems that can think, adapt, and act. At InnovationM, we’ve been pushing beyond traditional AI and static workflows to explore something smarter, i.e., Agentic AI. These Agent-based AI systems are frameworks where multiple intelligent agents collaborate to reason, make Continue Reading »
Building high-performance APIs is critical in modern applications where scalability, responsiveness, and resource utilization directly impact user experience and business success. ASP.NET Core, a cross-platform and open-source framework, offers powerful tools and patterns to boost API performance. However, simply relying on default configurations can leave a lot of performance potential unused. This blog explores optimization Continue Reading »
If you’re looking to take your web development skills to the next level, Laravel 12, the latest version of Laravel, release offers significant improvements focused on refinement, security, and developer experience. The current version of Laravel introduces a more refined directory structure that makes navigating and managing your projects easier. Additionally, this latest Laravel version Continue Reading »
Remember when the most exciting AI interaction you’d have during your workday was asking a chatbot about your order status or getting a scripted response from a virtual assistant? Those days feel almost quaint now. As we navigate through java applications in 2025, we’re witnessing something far more profound happening in the enterprise world , Continue Reading »
React + WebSockets to Create Real-Time Dashboards Real-time dashboards are everywhere today: Stock traders rely on millisecond updates. IoT companies monitor sensor data streams. DevOps teams watch live server logs. Polling APIs every few seconds isn’t enough, it wastes resources and still feels sluggish. Instead, we use websockets in React: a protocol that keeps a Continue Reading »
What Manual Testing Can Catch? Manual testing is when a person test the app like a real world user. They can notice things that automated testing don’t. for example: Bad user experience Is a button too small on a phone? Are the colors hard to see (UI/UX Flaws)? Is Continue Reading »
What is performance testing? Performance testing is a type of software testing that evaluates the speed, responsiveness, stability, and scalability of a system under a given workload. Objectives of Performance Testing Identify performance bottlenecks Ensure system stability under load Measure response time, throughput, and resource usage Improve scalability and reliability Types of Performance Testing Load Continue Reading »
Imagine creating an ADK AI agent that can not only chat intelligently but also interact with the world—grabbing data from a database, searching YouTube, or even managing files on your computer. Sounds like sci-fi, right? Well, with Google’s Agent Development Kit (ADK) and the Model Context Protocol (MCP), this is not just possible—it’s surprisingly approachable! Continue Reading »
In today’s mobile-first world, ensuring your app works seamlessly without an internet connection is no longer a luxury — it’s a necessity. This is where the Offline-First architecture comes in. In this guide, we’ll implement an offline-first architecture in a React Native application using local databases, data synchronization, and network status handling. Table of Contents Continue Reading »
Our team is migrating legacy XML-based screens to Jetpack Compose as part of a broader strategy to adopt a modern Android architecture. This transition offers clear advantages, including faster development, simpler UI maintenance, and more declarative code. However, moving to Compose requires a fresh approach to how UI, state, and lifecycle interact, particularly where Continue Reading »
In the dynamic landscape of digital product development, User Experience (UX) Design is no longer a secondary concern—it is a strategic differentiator. Central to UX design is user research, a discipline that informs, validates, and optimizes design decisions by embedding the voice of the user throughout the product lifecycle. In this article, we will Continue Reading »
Imagine managing your entire fleet of AWS EC2 instances with just a few clicks- no more manual hassle, no more guesswork. This document provides a detailed breakdown of a Jenkins pipeline designed for managing AWS EC2 instances. The pipeline automates common EC2 operations such as listing, starting, stopping, and rebooting instances. A critical aspect of Continue Reading »
Maintaining different environments for development, staging, and production is essential in any large-scale mobile app. In this post, I’ll walk you through how I implemented multi environment (flavor) support in a React Native app built with Expo + EAS — covering both Android and iOS — using separate configurations, build schemes, and runtime environment handling. ️ Continue Reading »
Introduction In today’s data-driven world, businesses rely heavily on insights derived from their databases. However, extracting meaningful information often requires specialized skills in SQL and data visualization. This blog post details the development of an AI agent designed to bridge this gap, enabling users to generate interactive dashboards from their SQL databases using natural language, Continue Reading »
InnovationM build intelligent systems that handle a wide range of data—from scanned documents and tax records to music exercises and performance reviews. With such diverse and data-heavy projects, our challenge was simple but critical: how can we make this data instantly searchable and usable? Enter Elasticsearch—a fast, flexible, and scalable search engine that we’ve seamlessly Continue Reading »
You’re checking the score of an IPL match on Cricbuzz or the IPL website. Suddenly, an animation pops up — Virat Kohli just smashed a six! The commentary updates, and so does the score. But wait… You didn’t even refresh the page. Still, everything feels live. Real-time. Like you’re watching it unfold as it happens. Continue Reading »
If you’re building a Flutter app and want to sell stuff like premium features, digital items, or subscriptions, in-app purchases (IAP) is a solid move. I’m gonna break down how to set this up in Flutter using the in_app_purchase package. What Are In-App Purchases? In-app purchases let users buy things right inside your app,like extra Continue Reading »
Managing frequent database insertions without giving developers direct database access is crucial for maintaining security, data integrity, and operational efficiency. A Jenkins pipeline is a perfect solution for this. This blog explores how to set up a Jenkins pipeline to safely run regular database insertions, such as adding new skill names, with complete auditing Continue Reading »
Yo, what’s good, Flutter crew? If you’re messing around with Flutter, you’ve probably hit that wall where your app starts turning into a total mess. State management’s a pain, navigation’s clunky, and dependencies? Don’t even get me started. But hold up—GetX is like that friend who shows up with tacos right when you need ‘em. Continue Reading »
Retention marketing strategies have become crucial for businesses today, especially when increasing customer retention rates by just 5% can boost profits by 25% to 95%. We’ve found that acquiring new customers costs significantly more than retaining existing ones, making customer retention a vital focus for sustainable growth. In fact, a mere 1% increase in customer Continue Reading »
In today’s fast-paced tech industry, automation seems to be the golden standard. Everywhere you turn, there’s a push toward automating tests, speeding up deployments, and relying heavily on scripts to do the work that once required manual effort. It’s easy to assume that manual testing might be losing its value. However, the reality is Continue Reading »
In today’s fast-paced work environments, artificial intelligence isn’t just a buzzword — it’s becoming a vital partner in everyday tasks. At our company, we’ve been exploring ways to make our workflows more intelligent, more productive, and a lot more efficient. One of the game-changers for us has been GPT-4.1, OpenAI’s latest large language model. Continue Reading »
How I Fell in Love with Shorebird’s Flutter Code Push? A few weeks ago, I was tearing my hair out over a tiny bug in my Flutter app—a misaligned button that was driving users nuts. Fixing it was easy, but the thought of waiting days for App Store approval? Pure torture. Then I stumbled across Continue Reading »
In the ever-evolving landscape of PHP development, Fibers emerged as a powerful concurrency mechanism introduced in PHP 8.1. These lightweight execution units provide developers with unprecedented control over function execution, transforming how we approach asynchronous programming. What Exactly Are PHP Fibers? Fibers are co routines that allow developers to pause and resume function execution Continue Reading »
At InnovationM, we are constantly searching for tools and technologies that can drive the performance and scalability of our AI-driven products. Recently, we made progress with vLLM, a high-performance model inference engine designed to deploy Large Language Models (LLMs) more efficiently. We had a defined challenge. Deploy our own custom-trained LLM as a fast and Continue Reading »
Keeping organized workflows, facilitating smooth collaboration, and staying on top of duties are critical in the fast-paced field of product management. Thankfully, there are powerful technologies like Confluence and JIRA that may improve team alignment, increase productivity, and streamline procedures. We will look at how Confluence, Workflow Management, and JIRA Automation may transform your approach Continue Reading »