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How to Evaluate AI Vendors for Your Legal Team

AI tools are entering legal workflows faster than most firms can vet them. Contract review, e-discovery, compliance monitoring - the use cases are real, but so are the risks. Confidentiality gaps, unreliable outputs, and tools that can't adapt to your specific playbooks can set your team back instead of moving it forward.

This guide gives legal teams a structured evaluation framework covering six critical areas - so you can ask the right questions before you commit.

What you'll learn:

How to assess whether a tool adapts to your firm's policies, escalation rules, and precedents
What accuracy benchmarks and error-tracking standards to require
Key governance and ethics questions including bias audits and audit rights
Integration requirements that determine real-world adoption
How to tie AI selection to defined legal outcomes - not vague productivity gains
ROI evidence and scaling criteria to validate before expanding beyond a pilot

Is Your Contract Review Process Ready for What’s Next?

In-house legal teams are being asked to handle more contracts, faster, without adding headcount. The result: inconsistent redlines, institutional knowledge that lives only in senior counsel's heads, and a constant tradeoff between speed and accuracy.

This toolkit from Filevine helps legal operations leaders diagnose where their contract review process is falling short — and what modernization actually looks like in practice.

What you'll get:

A breakdown of the four hidden costs teams face when they try to scale contract review manually
A 24-point self-assessment checklist covering volume, urgency, consistency, workflow, AI readiness, and business impact
A scoring framework to benchmark where your team stands today
A clear picture of what domain-specific AI looks like when it's built directly into Microsoft Word — not bolted on as a separate platform

Built for General Counsel, legal ops leaders, and contract teams navigating growing workloads with flat resources.

Get Everyone On Board With Compliance Software

Purchasing a solution that transforms the way you work is valuable for everyone in your organization. You just need to help them understand what’s in it for them.

This cheat sheet will help you navigate the buy-in process by giving you key insights on what each stakeholder cares about, how they’ll benefit, and strategies to gain their support.

Get the right people on board and make your compliance software purchase smooth and successful.

Close the Personalization Gap in Your External Training

Personalization works for employees because the system already knows them. The moment you train distributors, resellers, partners, and customers, that breaks. Roles are unclear, knowledge levels vary widely, and no one is obligated to finish.

This guide shows why employee-first LMS platforms fall short in external training, and what a platform built for the extended enterprise does differently to keep partners and customers engaged.

What you'll learn:

Why personalized pathways break down once learners sit outside your organization
Where rule-based logic, manual segmentation, and internal recommendation engines hit a wall at scale
The hidden costs of an employee-first LMS: admin overhead, localization delays, and learner drop-off
What adaptive learning looks like at scale, from diagnostic entry points to role-based storefronts and AI-supported delivery

Close the Personalization Gap in Your External Training

Personalization works for employees because the system already knows them. The moment you train distributors, resellers, partners, and customers, that breaks. Roles are unclear, knowledge levels vary widely, and no one is obligated to finish.

This guide shows why employee-first LMS platforms fall short in external training, and what a platform built for the extended enterprise does differently to keep partners and customers engaged.

What you'll learn:

Why personalized pathways break down once learners sit outside your organization
Where rule-based logic, manual segmentation, and internal recommendation engines hit a wall at scale
The hidden costs of an employee-first LMS: admin overhead, localization delays, and learner drop-off
What adaptive learning looks like at scale, from diagnostic entry points to role-based storefronts and AI-supported delivery

State of Context Management Report 2026

DataHub commissioned independent research firm TrendCandy to survey 250 IT and data leaders about the state of context management in 2026. The findings reveal a market at an inflection point: high confidence, real infrastructure gaps, and a correction already underway.

What you'll learn:

Why organizations that self-assess at the highest stage of context management maturity still struggle with the fundamentals
How “good enough” context solutions that work in pilots consistently break down at production scale
Why 83% of IT and data leaders now believe agentic AI cannot reach production value without a dedicated context platform
What the surge in context management infrastructure investment reveals about where the market is heading
The three imperatives for data and IT leaders in 2026

Get Everyone On Board With Compliance Software

Purchasing a solution that transforms the way you work is valuable for everyone in your organization. You just need to help them understand what’s in it for them.

This cheat sheet will help you navigate the buy-in process by giving you key insights on what each stakeholder cares about, how they’ll benefit, and strategies to gain their support.

Get the right people on board and make your compliance software purchase smooth and successful.

The Pentest Tax: The Hidden Cost Draining Your Security Team

Enterprise security teams are spending more time managing their penetration testing programmes than running them. Scheduling, scoping, chasing stakeholders, tracking findings in spreadsheets, and manually assembling audit evidence — the admin overhead is enormous, and most of it is invisible.

This report from OnSecurity, based on analysis of 14,000+ security engagements across 500+ organisations, quantifies the real cost of running a security testing programme without dedicated tooling — and shows what the shift to a platform-driven model looks like in practice.

What you will learn:

How ~20 days of admin overhead per engagement breaks down across scoping, scheduling and coordination
Why 76% of organisations testing multiple asset types face compounding complexity
The four characteristics of streamlined security operations that cut human effort by 30-50%
A practical checklist for programme structure, remediation tracking, compliance readiness and tooling

Closing the Remediation Gap by at least 30% in Enterprise Security Programmes

Most security programmes produce findings. Far fewer have the infrastructure to make sure those findings actually get fixed. The result is the "report and forget" pattern — tests are conducted, reports are issued, and months later the same vulnerabilities reappear.

This success story from OnSecurity, based on analysis of 14,000+ security engagements across 500+ organisations, examines why remediation stalls, what it costs when findings sit unresolved, and what a closed-loop workflow looks like in practice.

What you will learn:

Why unresolved findings create compounding risk across multi-asset programmes
The operational shift from PDF-based reporting to platform-enabled remediation tracking
How leading teams achieve a 30% average improvement in MTTR and MTTF
What the five-step closed-loop remediation workflow looks like: Discover → Assign → Track → Retest → Close

Get the full success story to see how to operationalise remediation across your security programme.

How Regulated Organisations Are Eliminating Compliance Overhead

Security teams operating under PCI DSS, ISO 27001, SOC 2 or Cyber Essentials Plus know the real challenge is not running penetration tests - it is proving they happened, documenting what was found, and showing remediation within a defined window. Most teams rebuild this evidence from scratch before every audit.

This case study from OnSecurity, based on analysis of 14,000+ security engagements across 500+ organisations, breaks down the compliance patterns that create the most overhead and shows what a continuously audit-ready programme looks like.

What you will learn:

Why evidence fragmentation is the top compliance time drain
Four failure modes that affect regulated organisations most
How platform-enabled testing programmes reduce manual effort by 30-50%
What practical, always-ready compliance looks like across fintech, healthtech and SaaS

Get the full case study to see a better model for compliance-ready security testing.

State of Context Management Report 2026

DataHub commissioned independent research firm TrendCandy to survey 250 IT and data leaders about the state of context management in 2026. The findings reveal a market at an inflection point: high confidence, real infrastructure gaps, and a correction already underway.

What you'll learn:

Why organizations that self-assess at the highest stage of context management maturity still struggle with the fundamentals
How “good enough” context solutions that work in pilots consistently break down at production scale
Why 83% of IT and data leaders now believe agentic AI cannot reach production value without a dedicated context platform
What the surge in context management infrastructure investment reveals about where the market is heading
The three imperatives for data and IT leaders in 2026

How Highmark Federal Credit Union Automates 40+ File Transfers And Detects Fraud With MOVEit

Highmark Federal Credit Union started as a teacher's credit union in a broom closet under a stairwell. Today, it serves members across five locations in two states and depends on MOVEit Automation to keep critical file workflows running around the clock.

What you'll learn:

How Highmark automated 30 to 40 recurring tasks including ACH payroll processing, eStatement delivery, and daily banking notices
How they built a custom fraud detection program that uses MOVEit to flag suspicious transactions and generate daily call lists for their team
Why their strategy treats automation as a force multiplier for staff, not a replacement, freeing programmers and analysts to focus on projects that move the business forward
How MOVEit has delivered three years of uptime with zero outages across their Progress tech stack including WS_FTP Pro and ShareFile

How IT Teams Build Resilient File Transfer Operations

One misconfigured backup. One untested restore. That's all it takes to turn a routine outage into a full-blown crisis for your file transfer workflows.

In this on-demand webinar, Jim Cashman, Product Manager for MOVEit Automation and a veteran IT director, shares a step-by-step maturity model for protecting the file movements your business depends on - from financial transactions and medical billing to insurance claims and partner data exchanges.

What you'll learn:

How to set RTO and RPO targets that align with your business requirements and compliance obligations
A practical backup strategy using the 3-2-1 rule - and how to test restores without accidentally running production tasks
How to set up a standby server for manual disaster recovery so you can restore service in minutes
When automated failover makes sense and how MOVEit Failover keeps two servers synced in near real time
A staging and testing methodology used by the most mature file transfer operations

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

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