White Papers


Build vs. Buy: The Hidden Cost of DIY AI

Guide to choosing a GenAI stack for AI Developers & Leaders


The Definitive Guide to Serving Open-Source Models

Transform Your AI Deployments with this Definitive Guide. For teams training and deploying Small Language Models (SLMs), mastering efficiency and scalability isn't just beneficial—it's critical. Our guide provides a deep dive into the essential strategies for optimizing SLM deployments.


How Checkr Replaced GPT-4 with Fine-Tuned Open-Source Models—and Slashed Costs 5x

Checkr, the leading background check platform, needed a better way to handle the toughest 2% of cases that traditional ML couldn't classify accurately. With Predibase, they fine-tuned a llama-3-8B model to outperform GPT-4—achieving 90%+ accuracy, 30x faster inference, and 5x lower costs. This case study reveals how Checkr streamlined its AI pipeline, eliminated latency bottlenecks, and scaled with confidence using multi-LoRA deployment on Predibase. Download the case study to see how enterprise-grade GenAI gets done—without the GPT-4 price tag.


A Practical Guide to AI Agents

Download “A Practical Guide to AI Agents” to explore key agentic AI concepts, use cases and considerations to drive ROI.


The Essential Guide to Generative AI

Enterprises are racing to develop generative AI but struggle with its challenges. Understanding AI’s evolution is key to leveraging its potential. Download the guide to explore its history, strategy considerations, and expert insights.


Generative AI and LLMs for Dummies

This book provides an introductory overview to LLMs and gen AI applications, along with techniques for training, tuning, and deploying machine learning (ML) models.


Data Strategies for AI Leaders

Discover how to overcome the top challenges in deploying AI at scale.


Q1 2025 Threat Landscape Report

This report is sourced from over a trillion traffic logs ingested from PDI client sites and associated with thousands of devices around the globe.


The Future of Cybersecurity: Anticipate, Prevent and Neutralize Cyber Risks with SOCaaS

Move beyond reactive cybersecurity with SOCaaS. Learn how AI-driven tools like MDR and EDR enable proactive threat management, and get a checklist for choosing providers and adopting cutting-edge security.


Reframing Cybersecurity A Risk Management Approach

Cybersecurity is a critical business risk, not just an IT issue. This ebook shows how to align cyber investments with business goals, simplify risks for leaders, and build resilience with a proactive approach.


IDC Spotlight - Powering Innovation: Private AI Infrastructure in the Enterprise

IDC find that organizations experienced with AI are moving to on-prem deployments and favor dedicated on-premises infrastructures for their AI environments. This approach offers key benefits- accelerated Innovation, customization and flexibility and data sovereignty.


OriginAI Solution Brief

OriginAI is an AI factory infrastructure solution built upon proven, pre-defined AI infrastructure architectures backed by Penguin's intelligent, intuitive cluster management software and expert services for designing, building, deploying, and managing AI infrastructure.


Modernizing MDM: Unify and mobilize trusted data in real time

This white paper provides a comprehensive look at how you can leave the challenges of legacy MDM behind and realize the cost savings and productivity gains a modern MDM can deliver.


Ventana White Paper: Enhancing Business Agility with Trusted Data Products

Unlock AI-Powered Data Unification. Are you ready to remove data silos quickly and create unique customer profiles for accurate segmentation? The latest white paper from Ventana Research reveals how you can achieve these goals and more.


IDC Spotlight: Boosting AI Impact with Data Products

The digital business era, driven by artificial intelligence (AI) and generative AI (gen AI), demands unified, interoperable data to overcome challenges like data integrity and control concerns. IDC’s January 2024 survey of 881 respondents reveals significant investment in gen AI, emphasizing the need for centralizing intelligence about data. Trends such as modern data architectures and treating data as a product underscore the importance of data interoperability.


Building a trusted data foundation for AI/ML and business intelligence (BI)

With high-quality, timely data for your business intelligence and AI/ML initiatives, you can improve business efficiency, mitigate risks, enhance the customer experience, and improve insights for better business outcomes. Learn how Reltio platform uses ML and gen AI to automate entity resolution, improve data quality, and boost data steward productivity—setting a new standard for efficiency and value in data unification.


Infographic: Shield of Excellence

The shift from Microsoft E3 to E5 is making a huge difference in security posture and peace of mind. In this infographic, explore some of the top benefits of E5.


Whitepaper: Prepare Your Environment for Microsoft 365 Copilot

Deep dive into why Zero Trust and Microsoft E5 are critical upgrades when securing a Microsoft 365 Copilot deployment. Read the guide to unpack how Insight can help you prepare.


Whitepaper: When “As Secure As Possible” Isn’t Enough

As bad actors advance their approaches, Microsoft E5 is helping organizations rise to the challenge. In this whitepaper, read why now is the time to upgrade from Microsoft E3 to E5.


Article: Before You Take Off With Microsoft 365 Copilot, Don’t Skip This Essential Preflight Adoption Guide

How do you get the most ROI from your Microsoft 365 Copilot investment? Read this article for a deep dive into Copilot use cases, readiness strategies and more.


Infographic: Explore the Microsoft 365 Copilot Universe

How does Microsoft 365 Copilot integrate with existing Microsoft applications? Use this infographic as a visual guide to break it all down.


Advance your business with AI and ML

This e-book shows how enterprises across industries are using Red Hat OpenShift to build AI/ML solutions that deliver real business outcomes.


Data Warehouses Meet Data Lakes

Ventana Research found that 73% of organizations are combining their data warehouse and data lakes in some way — and 23% of organizations are replacing the data warehouse with data lakes. As the data warehouse and data lake converge, a new data management paradigm has emerged that combines the best of both worlds: the Lakehouse architecture.


The Outsourcers' Guide to Quality

Like any project or task, without the proper tools, data labeling vendors simply can’t do a good job. Learn tips for evaluating vendor toolsets and our approach to tooling in the Outsourcer's Guide to Quality.


Crowd vs. Managed Team - A Study on Quality Data Processing at Scale

Hivemind data scientists tested CloudFactory’s managed workforce against a leading crowdsourcing platform’s anonymous workers. Completing a series of tasks, from basic to complicated, they determined which team delivered the highest-quality structured datasets and costs associated.