Personalization: The Gem of Liferay Supplier Onboarding
Supplier onboarding has always been one of those processes that can either accelerate a business relationship or stall it before it even begins. Vendors want clarity, buyers want compliance, and both sides want efficiency. The tricky part is balancing structure with flexibility. That’s where personalization in Liferay Supplier Onboarding becomes the difference-maker.
Prompt Engineering: From Templates to Enterprise Grade Infrastructure
The conversation around prompt engineering has evolved quickly. What started as a handful of clever templates for coaxing better answers out of AI systems is now moving toward something far more serious: enterprise-grade infrastructure for managing, scaling, and governing prompts across business-critical use cases.
How Liferay Supplier Portal Enhances Supplier Onboarding Experience
In the 2025 business environment and beyond, efficient supplier onboarding is crucial for maintaining strong supply chain relationships. Manual, error-prone, and slow, traditional onboarding processes often cause unnecessary delays and inefficiencies. Liferay Supplier Portal, built on Liferay DXP (Digital Experience Platform), revolutionizes supplier management by offering a seamless, digital-first approach to onboarding.
Reinforcement Learning: Teaching AI Through Trial and Error
Artificial Intelligence has progressed through various learning paradigms, including supervised learning, unsupervised learning, and, most recently, reinforcement learning. Among these, reinforcement learning (RL) is unique because it doesn’t rely solely on labeled data or static patterns.
Why Liferay Still Wins: Insights from 2025 Gartner DXP Reports
Decision makers don’t need another vendor list. You need clarity on when Liferay is the smartest call and what outcomes you can expect. The short version: in Gartner’s 2025 coverage of Digital Experience Platforms (DXPs), Liferay is explicitly strong where enterprises are feeling the most pressure right now: authenticated, secure, role-based experiences across customers, partners, and employees.
Beginner Friendly Guide to Multimodal Prompting 101
Artificial intelligence isn’t just about text anymore. Models today can process images, audio, video, and text in a single workflow, opening doors to richer applications that go beyond simple Q&A. This shift is powered by multimodal prompting, a method where different types of inputs work together to generate better, more context-aware outputs.
Liferay Java Transition: Preparing for Jakarta EE and Java 21
Here’s the thing: Liferay’s moving the needle hard on its Java stack. If you’re running Liferay DXP or planning upgrades, you need to be on top of this. Let’s break down what’s happening and why it matters with precision and purpose.
Kubernetes on Cloud: Managing Containers at Scale
In the cloud-native orbit, organizations prioritize deploying and managing applications with maximum efficiency. Kubernetes, the leading container orchestration platform, has become the backbone of modern infrastructure, enabling businesses to run scalable, resilient, and portable workloads across cloud environments.
Prompt Engineering in Real-World AI Software: Challenges, Learnings, and Use Cases
AI can perform miracles but only if you know how to ask. I’m Subodh, a Prompt Engineer at Nirvana Lab. I’ve wrestled with the fine art of crafting the perfect AI instruction. Sometimes, a single word changes everything other times, even the most polished prompts fail spectacularly.
How to Build Custom Apps with Salesforce AppExchange
Salesforce AppExchange is the top enterprise cloud marketplace, featuring thousands of ready-to-use apps, integrations, and consulting services to enhance Salesforce capabilities. For businesses looking to create tailored solutions, building custom apps on Salesforce AppExchange can unravel new efficiencies, automate workflows, and enhance customer experiences.