Systems | Development | Analytics | API | Testing

How to Securely Use LLMs with Your Data | DreamFactory AI Gateway

How can I securely connect an LLM to my database?! Get ready to unlock the full power of AI with DreamFactory’s upcoming AI Data Gateway! This new capability empowers teams to securely expose data to AI clients, tools, and agents—without sacrificing enterprise-grade control. RBAC-protected dataset access Fine-grained, zero-trust data exposure Seamless integration with OpenAI, Claude, LangChain & more Machine learning-ready APIs with instant insight delivery.

Beyond the Buzz: Predicting the Next Five Years of Data AI Gateways

Data AI Gateways are reshaping how businesses manage APIs by automating key processes like creation, security, and scaling. These platforms simplify API operations, reduce costs, and improve efficiency, making them essential for enterprises navigating AI adoption. Here's what you need to know: What They Do: Automatically generate APIs, enforce security (e.g., RBAC), and integrate multiple databases. Why They Matter: Tackle challenges like siloed systems, scaling, and AI governance.

Perfecto AI: Financial Trading App Stock Simulator

This video demonstrates Perfecto AI in action, showcasing its advanced test automation capabilities within a financial trading app stock simulator. See how Perfecto AI, powered by Perforce Intelligence, eliminates the need for brittle scripts and manual frameworks — instead delivering AI-driven actions and natural language prompts that automate testing processes from setup to validation. Observe how it verifies critical components like graphs, colors, and trends, delivering consistent and reliable results even as user interfaces evolve.

From dashboards to decisions: Redefining data democratization and AI readiness

In this episode, Fivetran speaks with Paul Bruffett, VP of Enterprise Data & Analytics at Out of the Box Brands, to explore how organizations can truly democratize data, embed AI into everyday decisions, and prepare for a more digital, personalized future. From empowering teams with real-time insights to rethinking how generative AI fits into reporting and retail, Bruffett shares what it takes to build a data strategy that delivers value at every level of the business.

Ep 30 | Redefining Learning: The Future of K-12 Education and AI with Marlee Strawn

It’s official. AI has reached the classrooms, but not without pushback and hesitancy. Marlee Strawn, co-founder of Scholar Education, joins The AI Forecast to discuss. Marlee’s years of experience in education—both as a teacher and school administrator—ground her strong perspective that AI won’t replace teachers or make students “dumber.” Tune in as Marlee and host Paul Muller delve into the significance of personalized learning through AI, the varying impacts across different education levels, and the ethical considerations surrounding AI deployment in classrooms.

Bridging SQL and Vector DBs: Unified Data AI Gateways for Hybrid AI Stacks

AI systems need both structured data (like spreadsheets) and unstructured data (like images or text). SQL databases excel at structured data, while vector databases handle unstructured data for tasks like similarity searches. The solution? Hybrid AI stacks that combine both through unified Data AI Gateways.

Why API-First Matters in an AI-Driven World

APIs have long been the backbone of modern software systems, architectures, and businesses. They now dominate the web, accounting for 71% of all internet traffic. Generative AI is accelerating this trend especially as we pivot our interaction with common web-based capabilities, like “search” in favour of AI-enriched variants. More AI leads to more APIs, and with that, APIs act as an important mechanism to move data into and out of AI applications, AI agents, and Large Language Models (LLMs).