Blog & Insights

Explore our latest thoughts on technology, data, and innovation.

Best Practices for Evaluating RAG AI Chatbots: A Comprehensive Guide

Eskild Eriksen

Data Engineer

Best Practices for Evaluating RAG AI Chatbots: A Comprehensive Guide

Learn the essential practices and methodologies for effectively evaluating and optimizing RAG-based AI chatbots for enterprise use.

Apr 28, 2024•6 min read

Building a RAG AI Chatbot: Unleashing the Power of Your Data

AI & Machine Learning

Greg Dolder

Head of Engineering

Building a RAG AI Chatbot: Unleashing the Power of Your Data

A detailed exploration of building production-ready RAG AI chatbots that effectively leverage your organization's knowledge base.

Mar 12, 2024•7 min read

The Trillion Row Challenge: Comparing AWS Serverless Big Data Platforms

Data Engineering

Eskild Eriksen

Data Engineer

The Trillion Row Challenge: Comparing AWS Serverless Big Data Platforms

In our latest exploration, we benchmarked three prominent AWS serverless big data platforms—Dask on ECS Fargate, Spark on AWS Glue Jobs, and Spark on EMR Serverless—by calculating temperature statistics from a dataset totaling one trillion rows. Our findings reveal significant differences in performance and cost, offering valuable insights for selecting the optimal solution for massive data processing tasks.

Feb 20, 2024•6 min read

Matching is a struggle, not with Elasticsearch

Digital Transformation

Greg Dolder

Head of Engineering

Matching is a struggle, not with Elasticsearch

Real-world examples of healthcare organizations leveraging technology to improve patient care and operational efficiency.

Jan 3, 2024•6 min read

Cloud Migration

Steve Yatson

Chief Evangelist

Swimming in Bad Data

Transform your operations with data-driven insights: Learn how we helped a global pool leader save $2M annually while future-proofing their systems.

Aug 23, 2023•3 min read

Empowering Organizations Through Data Maturity & Decision Making

Data Strategy

Steve Yatson

Chief Evangelist

Empowering Organizations Through Data Maturity & Decision Making

We help align teams, build strategies, and transform organizations through data-driving decision-making

Apr 14, 2023•7 min read

IoT/DevOps

Steve Yatson

Chief Evangelist

Pool Systems Remote Monitoring

Discover how productOps is transforming pool management with remote monitoring solutions, ensuring efficiency and crystal-clear results from anywhere.

Nov 2, 2022•2 min read

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