7 Reasons to Rethink your Data Catalog

Traditional data catalogs were simple inventories for basic SQL needs, but they can't handle the volume, variety, and velocity of today's decentralized data ecosystems. As your organization embraces digital transformation and AI, the limitations of older catalogs create fragmentation, governance chaos, and critical blind spots.

Modern metadata platforms are the solution. They function as dynamic, operational assets that integrate deeply with your production pipelines, enabling systems and AI models to orchestrate and manage data in real time.

This guide from DataHub explores seven compelling reasons why your organization needs to move beyond its traditional catalog and adopt a future-proof metadata platform.

Inside, you will learn the critical differences in:

  • Scalability: Handling billions of data objects, not just basic inventories.
  • Unification: Breaking down silos by combining discovery, observability, and governance in one platform.
  • AI-Readiness: Natively cataloging ML models, feature stores, and training data while using AI to enhance metadata management.
  • Future-Proofing: Designing a platform that evolves continuously to meet new standards and regulatory requirements.

The transition is not just a technology upgrade, it's a fundamental shift required to maximize value from your data assets and enable your AI strategy.

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The Intelex Environmental, Health & Safety Blueprint: How to Drive Proactive Improvements Across Your Business

Most organizations know they need to move from reactive incident management to proactive prevention. The challenge is knowing where to start and how to sustain progress as conditions change.

This guide breaks the improvement process into five actionable focus areas, from identifying your biggest data and compliance gaps to measuring the impact of your interventions and evolving your approach over time.

Inside you'll find:

  • A maturity framework that helps you assess where your H&S and ESG programs stand today (Leader, Adopter, Follower, or Laggard)
  • Practical guidance for each stage, with specific actions tailored to your current level
  • Strategies for connecting root cause analysis to corrective actions and tracking follow-through
  • Approaches to building leading indicators that help you prevent incidents, not just record them
  • Case studies from Virgin Atlantic, SUEZ, SGS, Fortive, and Cory showing real-world results
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The EHS Leader’s Guide to Safety System Modernization

Legacy safety systems create blind spots that slow down reporting, fragment data, and leave your teams reacting to incidents instead of preventing them.

This guide from Intelex gives EHS leaders a clear framework for evaluating their current system and understanding what a modern safety platform should deliver.

In this guide, you will learn:

  • The key warning signs your safety system has blind spots, from manual compliance tracking to limited real-time visibility
  • What a modern safety system should deliver across eight critical capabilities, including mobile reporting, automated workflows, and real-time dashboards
  • The cost of doing nothing, with OSHA fines up to $165,514, average injury costs of $40,000, and unplanned downtime at $220K per hour
  • How to build the ROI case for modernization with data-backed benchmarks from Verdantix research
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Creating and Sustaining a Safety Culture

Every organization wants a safe working environment. But there is a gap between having a safety strategy and having a culture where employees live and breathe safety in how they work every day.

This mini-guide from Intelex gives EHS leaders a practical framework for closing that gap and building a safety culture that sticks.

In this guide, you will learn:

  • Why even robust safety strategies fail when culture is not aligned and how to bridge the gap
  • How leadership sets the tone for safety culture and why accountability must start at the top
  • Why safety communication must focus on the why as much as the how to drive real behavior change
  • The five building blocks of an effective safety culture: compliance, capability development, communication, management involvement, and measurement
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The EHSQ Field Guide for Pharmaceuticals

In pharma, compliance challenges rarely stem from a single issue. Fragmented systems make it hard to trace work end-to-end, and when teams treat incidents, audits, and CAPAs as isolated tasks, problems get fixed locally instead of reduced across sites.

This guide from Intelex walks through seven scenarios pharma EHSQ teams face and shows how connecting safety, quality, and operations changes the outcome.

In this guide, you will learn:

  • How to manage incidents that become quality deviations without creating conflicting records
  • Why compliance processes break down when auditors arrive and how to fix it
  • How to handle Management of Change so improvements do not introduce new risk
  • How to standardize reporting across global sites while respecting local regulations
  • Ways to turn audit findings into preventive action instead of repeating fixes site by site
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The Food & Beverage EHSQ Cookbook: 6 Recipes for Staying in Control Under Pressure

In food and beverage operations, compliance pressure doesn't arrive on a schedule. Audits overlap with production peaks. Corrective actions stall in spreadsheets. New hires cycle through faster than training programs can keep up.

This guide walks through six real-world scenarios that food and beverage teams face every day, from preparing for audits without disrupting production to managing change across multi-site operations, and shows what leading organizations do differently.

Inside you'll find:

  • Practical frameworks for audit readiness, food safety escalation, and corrective action follow-through
  • Strategies for training high-turnover, multilingual frontline workforces
  • Approaches to management of change that prevent new risk from being introduced silently
  • How connected EHSQ systems turn daily work into audit-ready evidence
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The Complete Guide To AI-Enhanced ServiceNow Workflow Automation

Most organizations barely scratch the surface of ServiceNow workflow automation. They build basic if-then rules while missing the AI-powered capabilities that transform what automation can accomplish.

This guide covers the full journey from foundational flows to autonomous AI agents, with practical frameworks at every stage:

  • Three stages of workflow maturity: basic automation, intelligent orchestration, and AI-powered transformation with Predictive Intelligence and Now Assist
  • Flow Designer vs. Classic Workflow: when to use each, migration strategy, and best practices for resilient, maintainable automation
  • AI-enhanced workflows in practice: how Predictive Intelligence, Now Assist, and AI Agent Studio work together to route, resolve, and learn autonomously
  • The training data challenge: why AI capabilities plateau and how platform-native session intelligence closes the gap
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Why IT Teams Are Tossing Out TeamViewer And Switching To Platform-Native Remote Support

TeamViewer creates an intelligence black hole. Every remote support session happens in a separate system your platform AI can't see, and with only 33% enterprise adoption, two-thirds of your support data never reaches your AI at all.

This guide breaks down the real cost of consumer-built remote support and what changes when you go platform-native:

  • The AI Acceleration Loop: how platform-native support creates compounding intelligence that consumer tools can't match
  • Four break points where TeamViewer kills your AI learning pipeline
  • Security vulnerabilities from consumer-first architecture, including the June 2024 corporate IT breach
  • Compliance gaps that leave your audit team without answers on data residency, consent logging, and session documentation
  • Real-world results from ServiceNow, Salesforce, OpenTable, and Ontario Teachers' Pension Plan
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Break Up With BeyondTrust. Unlock Your Platform AI.

BeyondTrust's appliance-based architecture traps troubleshooting intelligence outside your ITSM platform. Your AI can't learn from what it can't see, and your platform investment delivers a fraction of its potential.

This guide breaks down the real cost of bolt-on remote support and what changes when you go platform-native:

  • The AI plateau: why Now Assist and Agentforce stop improving when session data stays siloed
  • Security architecture risks exposed by BeyondTrust's December 2024 breach (17 customers compromised)
  • Workflow fragmentation that drives up to 40% productivity loss from constant context switching
  • Infrastructure overhead that turns your IT team into appliance managers instead of platform strategists
  • Real-world results from ServiceNow, Salesforce, OpenTable, and Ontario Teachers' Pension Plan
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How To Fix the IT Documentation Gap & Pave the Way for Agentic Support Transformation

Most ServiceNow environments sit on thousands of resolved incidents with resolution notes that say little more than "Fixed" or "Done." That missing context doesn't just slow down your agents. It limits every AI capability your platform offers.

This guide introduces the ServiceNow AI Acceleration Loop, a four-stage maturity framework that turns incomplete documentation into the structured data foundation your AI needs to deliver real results.

What you'll learn:

  • Why the "Done" gap is the single biggest barrier to ServiceNow AI ROI
  • How automated session documentation replaces manual note-taking without adding agent workload
  • The four stages from reactive support to predictive automation, with action items for each
  • How organizations are reaching 45-60% Virtual Agent deflection and 75-85% Now Assist accuracy
  • A 90-day roadmap to transform your IT support operation
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How IT Teams Are Using AI To Transform ITSM Inside ServiceNow

AI-powered ITSM isn't theoretical anymore. Teams running ServiceNow are already automating triage, generating documentation, deflecting tickets, and predicting problems before they escalate. This field guide shows you exactly how they're doing it.

Instead of a feature overview, you'll get 10 workflow-level blueprints you can evaluate and implement right away, each with clear prerequisites, timelines, and ROI projections.

What you'll learn:

  • How Predictive Intelligence automates incident triage, routing, and prioritization
  • A workflow that turns every resolved incident into a published knowledge base article
  • How to deflect 40-60% of common requests using Virtual Agent and a stronger knowledge base
  • Proactive approaches to problem detection, change risk scoring, and patch management
  • A phased implementation roadmap to avoid disruption and build momentum
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The Intelex Environmental, Health & Safety Blueprint: How to Drive Proactive Improvements Across Your Business

Most organizations know they need to move from reactive incident management to proactive prevention. The challenge is knowing where to start and how to sustain progress as conditions change.

This guide breaks the improvement process into five actionable focus areas, from identifying your biggest data and compliance gaps to measuring the impact of your interventions and evolving your approach over time.

Inside you'll find:

  • A maturity framework that helps you assess where your H&S and ESG programs stand today (Leader, Adopter, Follower, or Laggard)
  • Practical guidance for each stage, with specific actions tailored to your current level
  • Strategies for connecting root cause analysis to corrective actions and tracking follow-through
  • Approaches to building leading indicators that help you prevent incidents, not just record them
  • Case studies from Virgin Atlantic, SUEZ, SGS, Fortive, and Cory showing real-world results
View Now

The Food & Beverage EHSQ Cookbook: 6 Recipes for Staying in Control Under Pressure

In food and beverage operations, compliance pressure doesn't arrive on a schedule. Audits overlap with production peaks. Corrective actions stall in spreadsheets. New hires cycle through faster than training programs can keep up.

This guide walks through six real-world scenarios that food and beverage teams face every day, from preparing for audits without disrupting production to managing change across multi-site operations, and shows what leading organizations do differently.

Inside you'll find:

  • Practical frameworks for audit readiness, food safety escalation, and corrective action follow-through
  • Strategies for training high-turnover, multilingual frontline workforces
  • Approaches to management of change that prevent new risk from being introduced silently
  • How connected EHSQ systems turn daily work into audit-ready evidence
View Now

Creating and Sustaining a Safety Culture

Every organization wants a safe working environment. But there is a gap between having a safety strategy and having a culture where employees live and breathe safety in how they work every day.

This mini-guide from Intelex gives EHS leaders a practical framework for closing that gap and building a safety culture that sticks.

In this guide, you will learn:

  • Why even robust safety strategies fail when culture is not aligned and how to bridge the gap
  • How leadership sets the tone for safety culture and why accountability must start at the top
  • Why safety communication must focus on the why as much as the how to drive real behavior change
  • The five building blocks of an effective safety culture: compliance, capability development, communication, management involvement, and measurement
View Now

The EHSQ Field Guide for Pharmaceuticals

In pharma, compliance challenges rarely stem from a single issue. Fragmented systems make it hard to trace work end-to-end, and when teams treat incidents, audits, and CAPAs as isolated tasks, problems get fixed locally instead of reduced across sites.

This guide from Intelex walks through seven scenarios pharma EHSQ teams face and shows how connecting safety, quality, and operations changes the outcome.

In this guide, you will learn:

  • How to manage incidents that become quality deviations without creating conflicting records
  • Why compliance processes break down when auditors arrive and how to fix it
  • How to handle Management of Change so improvements do not introduce new risk
  • How to standardize reporting across global sites while respecting local regulations
  • Ways to turn audit findings into preventive action instead of repeating fixes site by site
View Now