Guides for HR and IT teams evaluating AI
Practical answers to the questions HR and IT teams ask most when automating employee support with AI.
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The EU AI Act's High-Risk Rules for HR AI Are Now in Force
The EU AI Act's high-risk obligations for employment AI are now active. Here's what changed for hiring, promotion, and monitoring tools, and what HR needs to check first.
The AI Skills Gap Inside HR Itself: Why Governance Beats Technology
SHRM's 2026 data shows most HR functions still haven't deployed AI despite high CHRO expectations — and why governance and skills, not tools, are the real bottleneck.
From Dashboards to Predictions: Where People Analytics Is Headed
Why people analytics is shifting from historical reporting to predictive workforce models in 2026, and what that shift actually requires from the underlying data.
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Stress-Test Your HR Team Before Reality Does
Eva HR Lab runs your organization through scenario-based simulations of the conversations that create litigation risk, and scores your team blind against Eva.
The EU AI Act's High-Risk Rules for HR AI Are Now in Force
The EU AI Act's high-risk obligations for employment AI are now active. Here's what changed for hiring, promotion, and monitoring tools, and what HR needs to check first.
AI HR Assistant Security: SOC 2, Zero-Training, and Tenant Isolation Explained
What SOC 2 Type II readiness, a zero data-training policy, and logical tenant isolation actually mean when evaluating an AI HR assistant, using Eva's own security posture as a worked example.
How to Reduce HR Ticket Volume with AI Automation
A practical breakdown of what actually drives down HR ticket volume, and the results enterprise teams have seen automating routine HR questions with Eva.
The $5-to-$1 Rule: What McKinsey's ROI Math Means for Your AI Business Case
McKinsey's finding that companies should invest $5 in people for every $1 spent on AI technology, and what that ratio should actually change in your AI HR business case.
AI and the New Total Rewards Equation: Personalization Without the Ticket Spike
How AI is changing benefits enrollment and total rewards communication in 2026, and how to personalize at scale without overwhelming HR during enrollment season.
The AI Skills Gap Inside HR Itself: Why Governance Beats Technology
SHRM's 2026 data shows most HR functions still haven't deployed AI despite high CHRO expectations — and why governance and skills, not tools, are the real bottleneck.
From Dashboards to Predictions: Where People Analytics Is Headed
Why people analytics is shifting from historical reporting to predictive workforce models in 2026, and what that shift actually requires from the underlying data.
Shadow AI Is Already Inside Your HR Function — Here's the Fix
Why blanket bans on AI tools fail, what shadow AI actually costs HR functions in data exposure, and the one intervention proven to cut unauthorized use by 89%.
Agentic AI in HR: What "Superagents" Actually Mean for Your Team
What Gartner and Josh Bersin actually mean by "agentic AI" and "superagents" in HR, how it differs from a chatbot, and what to check before you buy.
HR Headcount Is Shrinking by Design, Not by Cuts
What Josh Bersin's 2026 HR blueprint actually predicts for HR headcount and roles, and how to read the 30-40% figure without panicking your team.
From Copilot to Colleague: How Employees Are Actually Reacting to AI Agents
What workforce survey data shows about how employees actually feel working alongside AI agents, and why trust — not capability — is the real bottleneck for adoption.
The Legal Exposure Hiding in Your Team's AI Habits
The specific legal exposure created when HR data touches unsanctioned AI tools, from data privacy violations to discrimination claims, and what governance actually needs to cover.
Building a Skills-Based Organization: A Practical Starting Point
What a skills-based organization actually requires, how AI-powered internal talent marketplaces work, and a realistic first step for HR teams that don't have budget for an enterprise platform.
AI Literacy Isn't Optional for HR Anymore: A Practical Guide
What AI literacy actually means for HR practitioners in 2026, the skills gap behind it, and a practical starting point for building it on your own team.