If you're already using an analytics tool today, here are seven questions that will reveal whether it’s still the right one, not just for insight, but for risk control and long-term scalability.
Scrolling through social media often means stumbling onto content worth keeping. A reliable video downloader makes that possible without installing software or paying for subscriptions. Free online tools now let you save clips and photos from nearly any platform. You paste a link, pick your quality, and the file lands on your device within seconds. This approach works across phones, tablets, and desktops. No app store visits required. Just a browser and the right URL.
In the age of AI, where delivery continues to accelerate, release confidence shouldn’t lag behind. Today’s software changes continuously, often generated or modified by AI. That raises complexity while shrinking the time quality teams have to plan, test, and make decisions. Manual workflows and static automation weren’t built for this pace.
AI-assisted software development makes building new features to help our customers an exercise in speed. Rainforest has a deep culture of experimentation and iteration, and we’re actively exploring how AI can help us work smarter. At our core, we aren’t just building an AI test generation tool; we are constantly experimenting with how AI can make our own development cycles leaner, faster, and more intuitive. That includes experimenting with AI-assisted software development.
In 2026, PropTech is no longer experimental. For most owners, operators, and investors, technology isn’t something you pilot — it’s core infrastructure. The shift is visible in both numbers and behavior. The global PropTech market is expected to grow from ~$34.4B in 2025 to ~$40.4B in 2026, with a projected ~17% CAGR through 2035. But growth alone doesn’t explain what’s happening.
Last week we publicly released Kai, our in-platform AI assistant, a data engineering agent that can build integrations, write transformations, debug failures, and document your entire project. I'm extremely proud of the team and what we've delivered. Yes, everyone has an AI assistant now. But most are chat wrappers that look great in scripted demos and fall apart with real work.
Explore what a modern data stack is, the modern data stack architecture, and examples of modern data stack tools that support scalable data integration.