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Historical Vault

Historical context, preserved

Nothing is deleted. Archived, deprecated, and retired resources live here so you can trace how the market — and our read on it — has changed over time.

The archive is for historical reference, not active recommendations. Items here were once current and may still hold evergreen value — they are simply no longer part of the live market view.

36 historical resources
VendorHistorical

Phenom

Phenom · Talent Acquisition

Intelligent talent experience platform across candidate and employee journeys.

Talent experienceGenAICareer sites
Updated 10mo agolow
VendorHistorical

SkyHive

SkyHive · Skills / Talent Marketplace

Real-time labor-market and skills intelligence engine.

Skills intelligenceLabor market dataSkills mapping
Updated 8mo agolow
VendorHistorical

Payscale

Payscale · Compensation / Rewards

Compensation data and software for market pricing and pay management.

Pay dataMarket pricingMarket pricing
Updated 1.0y agowatch
VendorHistorical

Lyra Health

Lyra Health · Benefits / Wellbeing

Mental health benefits platform connecting employees to care.

Care matchingMental healthMental health
Updated 11mo agowatch
VendorHistorical

Qualtrics

Qualtrics · Employee Experience

Experience management platform with employee listening and XM AI.

Experience mgmtXM AIListening
Updated 1.2y agowatch
VendorHistorical

Workday Adaptive Planning

Workday Adaptive Planning · Workforce Planning / Org Design

Enterprise planning for finance and workforce scenarios.

Scenario planningForecastingWorkforce planning
Updated 10mo agolow
VendorHistorical

Kore.ai

Kore.ai · AI Agents / Automation

Conversational and agentic AI platform for enterprise workflows.

Conversational AIAgent platformHR virtual assistant
Updated 11mo agowatch
VendorHistorical

UiPath

UiPath · AI Agents / Automation

Automation platform combining RPA with AI agents.

RPAAgentic automationProcess automation
Updated 9mo agolow
VendorHistorical

Tableau / Snowflake ecosystem

Tableau / Snowflake ecosystem · People Analytics

BI and data-cloud stack underpinning custom people analytics.

BIData cloudCustom analytics
Updated 1.0y agowatch
InsightHistorical

Building the enterprise AI factory for workforce use cases

NVIDIA · AI Agents

Infrastructure and patterns behind scaling AI agents in the enterprise.

AI agentsoperating model transformation
Updated 11mo agolow
InsightHistorical

AI agents in employee service delivery

ServiceNow · AI Agents

How agentic workflows reshape HR service and case resolution.

AI agentsAI in HRproductivity
Updated 11mo agowatch
PodcastHistorical

Culture First

Culture Amp · HR & People

On building human-centered cultures amid rapid change.

cultureEX
Updated 8mo agolow
PodcastHistorical

a16z Podcast

Andreessen Horowitz · AI & Technology

Tech and AI trends shaping enterprise and the workforce.

AIenterprise
Updated 10mo agolow
PodcastHistorical

Finding Mastery

Michael Gervais · Leadership & Performance

High-performance psychology for leaders and teams.

performancemindset
Updated 1.1y agowatch
NewsletterHistorical

People Managing People

People Managing People · HR & Workforce

Practical resources for modern people leaders.

people opsleadership
Updated 10mo agowatch
NewsletterHistorical

Import AI

Jack Clark · AI & Technology

Technical-but-readable weekly on AI research and policy.

AI researchpolicy
Updated 7mo agolow
NewsletterHistorical

HBR Newsletters

Harvard Business Review · Strategy & Markets

Management and leadership thinking across HBR's coverage.

leadershipmanagement
Updated 11mo agowatch
NewsletterHistorical

Microsoft WorkLab

Microsoft · AI & Technology

Research and stories on AI and the future of work.

AIfuture of work
Updated 1.0y agowatch
Thought LeaderHistorical

Amy Edmondson

Amy Edmondson · HR & Future of Work

Defined psychological safety and the learning organization.

teamingsafety
Updated 1.1y agowatch
Thought LeaderHistorical

Tsedal Neeley

Tsedal Neeley · HR & Future of Work

Authority on digital ways of working and global collaboration.

remote workdigital
Updated 10mo agowatch
Thought LeaderHistorical

Brian Elliott

Brian Elliott · HR & Future of Work

Voice on flexible work and the evolving workplace.

flexible workfuture of work
Updated 8mo agolow
Thought LeaderHistorical

Andrew Ng

Andrew Ng · AI, Business & Productivity

AI pioneer democratizing AI skills and enterprise adoption.

AIeducation
Updated 7mo agolow
Thought LeaderHistorical

Korn Ferry Thought Leaders

Korn Ferry Thought Leaders · Compensation & Workforce

Korn Ferry voices on talent, leadership and rewards.

talentrewards
Updated 12mo agowatch
Use CaseHistorical

AI employee service assistant

HR Operations · HR Operations

Employees wait too long for answers to routine HR questions.

CopilotHR Operations
Updated 9mo agolow
Use CaseHistorical

Internal mobility recommendations

Talent Management · Talent Management

Internal candidates are overlooked for open roles.

RecommendationTalent Management
Updated 1.1y agowatch
Use CaseHistorical

People analytics insight generator

People Analytics · People Analytics

Insight is locked behind dashboards few people read.

GenerationPeople Analytics
Updated 11mo agolow
Use CaseHistorical

Learning path recommender

Learning · Learning

Generic learning catalogs don't drive real skill growth.

RecommendationLearning
Updated 1.0y agowatch
Use CaseHistorical

AI governance review workflow

AI Governance · AI Governance

AI use cases ship without consistent risk review.

OrchestrationAI Governance
Updated 1.1y agowatch
TrendHistorical

AI for compensation decision support

Trend Radar · Trend · Rising

Pay decisions are gaining real-time data and recommendation support.

compdecisions
Updated 10mo agolow
TrendHistorical

AI for job architecture

Trend Radar · Trend · Rising

AI accelerates building and maintaining job architecture and levels.

job architectureskills
Updated 7mo agolow
TrendHistorical

AI for workforce planning

Trend Radar · Trend · Rising

Scenario modeling is getting faster and more credible with AI.

planninganalytics
Updated 1.1y agowatch
TrendHistorical

Bias in hiring

Trend Radar · Trend · Watch Carefully

Automated screening can encode and scale discrimination.

biasrisk
Updated 1.2y agowatch
TrendHistorical

Data privacy

Trend Radar · Trend · Watch Carefully

HR data is sensitive; AI raises the stakes on protection.

privacydata
Updated 11mo agowatch
TrendHistorical

Vendor lock-in

Trend Radar · Trend · Watch Carefully

Deep platform bets can constrain future flexibility.

strategyrisk
Updated 1.1y agowatch
TrendHistorical

Model risk

Trend Radar · Trend · Watch Carefully

Opaque or drifting models can make unreliable decisions.

model riskgovernance
Updated 7mo agolow
Buyer's GuideHistorical

Buyer's Guide · Experience

AI HR Intelligence · Buyer's Guide

Map the real before-and-after workflow. AI value shows up when a specific workflow gets faster, better or cheaper — name it.

buyer guideexperienceevaluation
Updated 8mo agolow
Archive timeline

Older market changes

Archived and deprecated changes over time.

Archived2025 market predictions

Older 2025 predictions moved to historical view.

Trend Radar·1mo ago