Softlandia
Blog
What is red teaming? How to test the guardrails of your AI application.
Learn how to run effective red teaming for AI systems to uncover security, compliance, and reliability gaps before launch. This guide shows how to test AI guardrails with simple evals, detect prompt injection and misuse risks, and build safer AI agents for production-ready performance.
Why AI isn’t a ship-and-forget project
AI projects decay fast: data drifts, users change, models evolve. Softlandia partners with you to keep systems relevant and valuable.
AI-native learning tools for MedTech companies Fuo.health - a new company in Softlandia AI-native ecosystem
Softlandia & Fuo.health founder team are joining forces to build AI-native e-learning tool for Medtech business. As part of the deal, India/US based investor Rajesh Manthena invests to Fuo Health, and joins company’s advisory board.
AI Powered Dashboards For Faster Decision Making
AI-powered dashboards help leaders turn raw data into clear, actionable insights. Faster decisions without endless filtering.
How to trust an LLM: Evaluations are a company-wide challenge
Many companies stumble with AI feature launches, not because the tech is lacking, but because AI evaluations are treated as a technical task instead of a company-wide responsibility. In this post, I explain why cross-functional evaluation, spanning product, design, data, engineering, and real user feedback, needs to be central to your AI strategy if you want reliable, business-ready results.
AI Architecture Pitfalls and How to Avoid Them
Picture this: a SaaS startup brimming with ambition, an eager team, and a data scientist who’s just discovered the power of large language models (LLMs). Within days, a prototype emerges—something that’s genuinely impressive for how little time it took to build.

