Training Example: Quest Software – Review the Data, Give Your Score & Compare to the Real AI Evaluation

[H1] AI Data, Cybersecurity & Platform Modernization | Quest Software

[H2] Measured identity resilience

Quest delivers attack‑tested, measurable identity resilience — not assumptions. Trusted by highly regulated enterprises and built on decades of Microsoft identity expertise, customers achieve a 44% improvement in identity MTTR and up to 90% faster recovery by applying the same security controls across everyday operations and high‑risk change events like modernization, ransomware response, and M&A.

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[IMG: Proactive Identity Defense]

[H3]
Proactive identity defense

Actively blocks identity‑based attacks at the identity control plane — something incumbent EDR platforms and alert-centric ITDR tools simply can’t do. Tier 0 protections and Shields Up containment freeze changes to crown‑jewel identity assets during an active incident, disrupting persistence and lateral movement to contain compromise, limit blast radius, and deliver a 44% improvement in identity MTTR.

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[IMG: Attack Tested Identity Recovery]

[H3]
Attack‑tested identity recovery

Delivers automated, attack‑tested identity recovery for Active Directory and Entra ID — not basic restore operations added on to backup platforms. From precise object‑level restores to full forest rebuilds, the Quest Security Management Platform enables up to 90% faster identity recovery after ransomware and advanced identity compromise.

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[IMG: Security first modernization]

[H3]
Security‑first modernization

Extends ITDR into identity modernization, migration, and M&A — where identity risk is highest. Delivered on a Microsoft 365‑certified platform, Quest enforces Tier‑0 protection, auditing, and recovery readiness throughout change — so organizations modernize without relaxing controls or sacrificing resilience.

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[H2] Ready to put Shields Up when identity is under attack?

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[H2]
Knowledge Center

News

[H3]
Quest Software Introduces the Quest Security Management Platform

AUSTIN, Texas – April 14, 2026 – Quest Software, a global leader in data management, cybersecurity, and platform modernization, today released the Quest Security Management Platform, the market’s first unified, AI-powered platform for Identity Threat

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[H3]
Quest State of ITDR Report 2026

This year’s Quest State of ITDR Report examines how today’s threats are evolving, the growing requirements for effective identity threat detection and response, and what organizations can do to align with a more complete security and resilience

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Blog

[H3]
The approach to comprehensive identity security has been broken for years. We fixed it.

Discover why identity security is broken and how Quest’s unified, AI-powered platform redefines ITDR, secure migration, and identity recovery.

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[H2]
FAQ
[H4]
How does Quest complement my existing EDR or security platform?
Security platforms like Microsoft Defender, CrowdStrike, SentinelOne, and Tenable are already foundational in most environments, and Quest complements them rather than replacing them. These platforms focus on endpoint and signal-based detection and response. Quest operates at the identity control plane, delivering deeper AD and Entra ID visibility, active protection for critical identity assets, and identity recovery capabilities that these platforms do not provide. Quest extends ITDR beyond detection into containment and recovery.
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How does Quest compare to data protection vendors that added identity recovery?
Some data protection vendors have recently added identity recovery to their backup platforms, but their capabilities are typically recovery only and limited to basic restore operations. Quest is fundamentally different. We deliver attack tested Active Directory and Entra ID recovery backed by decades of experience, combined with identity protection, detection, and response. While backup vendors stop at restore, Quest secures identity systems before, during, and after an attack — including ransomware resilient recovery that avoids reintroducing malicious changes.
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What problems does the Quest Security Management Platform solve for security teams?
The Quest Security Management Platform eliminates fragmented identity tools that only detect threats or stop at backup. It actively contains identity attacks, reduces blast radius, and delivers fast, trusted recovery. Just as importantly, Quest maintains security controls during high-risk change events like modernization, migration, and M&A — where traditional tools are often bypassed and identity risk is highest.
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How do channel partners benefit from the Quest Security Management Platform?
Quest enables partners to drive two connected motions from a single platform: Identity Security & Resilience and Secure Migrations, while complementing customers’ existing security stacks. Quest works alongside EDR/XDR, SIEM/SOAR, MDR, and cloud security platforms, filling critical gaps they don’t cover at the identity control plane. For security‑led engagements, partners differentiate with proactive identity containment and attack‑tested recovery. For change‑driven engagements, partners secure migrations, M&A, and modernization using the same protection and recovery controls. This allows partners to reduce delivery risk, expand into advisory and managed services, and build long‑term, Microsoft‑aligned customer relationships, without stitching together tools.

[H2] Trusted data, faster than ever

The Quest Trusted Data Management Platform featuring the Automated Data Product Factory unifies modeling, catalog, governance and AI-powered automation so that you can deliver AI-ready data products in days, not months.

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[IMG: Text-Block-Image_ADP]

[H3]
Quest Automated Data Product Factory

Use AI-powered innovation to create reusable data products in a matter of days, not months. Once you've identified your reusable data products, leverage automated workflows to dramatically accelerate time-to-value.

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[IMG: Quest DMP SE]

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Integrated Data Modeling Solutions

You shouldn’t have to go to different places to choose between enterprise modeling depth and modern cloud-based modeling agility. Only Quest can bring you both. erwin Data Modeler is our enterprise, on-premises solution and Quest Data Modeler is our cloud-based solution.

erwin Data Modeler

Quest Data Modeler

[IMG: Quest Data Intelligence]

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Quest Data Intelligence

Automated data catalog, data quality, data literacy and data marketplace capabilities making trusted data and AI models easier to find, understand, govern, score and use.

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[H2] Ready to talk more about making your data AI-ready?

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[H2]
Knowledge Center

News

[H3]
Quest Software Transforms Data Management with the Introduction of the Quest Trusted Data Management Platform

AUSTIN, Texas – February 17, 2026 – Quest Software, a global leader in data management, cybersecurity, and platform modernization, today launched the Quest Trusted Data Management Platform featuring the Automated Data Product Factory, the industry’s

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Infographic

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Is data holding back your AI strategy?

Your AI strategy is only as strong as the data behind it. This infographic explores how the new Quest Trusted Data Management Platform helps organizations turn data into a true competitive advantage — delivering trusted, AI-ready data products at the

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Blog

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Why Quest Software's Vision for Data Management is Years Ahead of the Market

AI initiatives aren't failing because of algorithms — they're failing because of data. Learn why Quest's unified, AI-accelerated approach to data management is solving the trust and integration challenges that point solutions simply can't, and what

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[H2]
FAQ
[H4]
What is the Quest Trusted Data Management Platform, and what capabilities does it include?
The Quest Trusted Data Management Platform is a unified, cloud-based solution that brings together six core capabilities in a single offering: Data Modeling, Data Catalog, Data Governance, Data Quality, Data Marketplace, and Automated Data Product Factory. Rather than assembling point solutions from multiple vendors, organizations get an integrated ecosystem where each capability strengthens the others—from foundational data architecture to AI-accelerated delivery. This converged approach eliminates the costs associated with disparate tools and processes to deliver trusted, reusable data products at the speed AI initiatives require.
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Why does a unified platform matter for AI readiness?
AI initiatives fail at a 95% rate, and the root cause is almost always data—organizations don't know what data they have, where it is, or if it can be trusted. Assembling separate tools for modeling, cataloging, governance, and quality creates silos, handoff delays, and gaps where trust breaks down. A unified platform ensures that governance, lineage, and quality signals flow seamlessly from data creation through consumption. Gartner predicts that by 2028, converged platforms with these unified capabilities will be mandatory—Quest delivers that standard today.
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How does the platform build on Quest's data modeling heritage?
The platform leverages 30+ years of data modeling expertise from the team that built erwin—the industry standard for enterprise data modeling. This foundation matters because trusted data products start with sound data architecture. Unlike competitors that bolt modeling onto catalog-first platforms, Quest's approach ensures that logical and physical data structures are the starting point, not an afterthought. This creates a consistent semantic layer that AI and analytics consumers can rely on.
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How does the trust score framework work across the platform?
Every data asset in the platform receives a transparent trust score based on nine measurable components: data quality, governance completeness, user ratings, timeliness, lifecycle status, popularity, and more. These scores are customizable to reflect your organization's specific risk tolerances. Gold, silver, and bronze designations make it easy for data consumers to quickly identify which assets meet their requirements, eliminating the "can I trust this data?" uncertainty that stalls projects.
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What ROI can we expect from adopting the platform?
Organizations using the Quest Trusted Data Management Platform can expect 3-5x ROI through a combination of productivity gains, risk reduction, and faster time to market. Specific outcomes include 54% faster data product delivery, 30-40% lower total cost of ownership versus assembled point solutions, and elimination of the $100K+ integration costs typically required to connect disparate tools. Beyond hard cost savings, teams reclaim much of the time they currently spend on manual, repetitive data tasks—redirecting that effort toward strategic work that drives business value.