Gattai
RESEARCH LIBRARY

Your talent intelligence library.

Featured Research

Foundational empirical studies and operational frameworks driving Gattai AI engines.

Enterprise technology center analyzing automated conversational HR workflows.
Featured
AI Strategy

How IBM Automated 94% of HR - And What It Means for Your Function

IBM's AskHR handled over 16 million HR interactions in 2025 with a 94% autonomous resolution rate. The lessons from the world's most advanced corporate HR AI experiment.

IBM IBV & Guenole · 2023 / 2025Case Study
A professional performance management evaluation session with metrics.
Featured
Performance

Building a Full Performance Management System: From Design to Execution

A practitioner-led framework for designing, implementing, and sustaining a performance culture - grounded in CIPD and AIHR evidence.

CIPD & AIHR · 2024 / 2025Framework
An in-house assessment centre structured candidate evaluation.
Featured
AI Recruiting

How to Build an In-House Assessment Centre: A Step-by-Step Guide

Assessment centres are one of the most valid selection and development tools available. Here is how to design, run, and evaluate one without hiring an external firm.

Taskforce on Assessment Centers · 2024 / 2025Assessment Standard

Research Library

20 resources

A professional performance management evaluation session with metrics.
Performance

Building a Full Performance Management System: From Design to Execution

CIPD & AIHR · 2024 / 2025 · Chartered Institute of Personnel and Development (CIPD)Framework
A red dart precisely in the bullseye of a dartboard.
Performance

KPIs, OKRs & the Balanced Scorecard: Which Framework Works in Which Context

Kaplan & Doerr · 2024 / 2025 · Harvard Business School & Bain Management ToolsBenchmark
A structured performance appraisal and constructive feedback conversation.
Performance

What Performance Appraisal Method Should You Use - And When

Aguinis & CIPD · 2023 / 2025 · Chicago Business Press & CIPD ResearchAppraisal Study
A modern corporate learning and skill development workshop.
Learning & TNA

Training Needs Analysis: From Skill Gap to Learning Plan

AIHR & Kirkpatrick · 2024 / 2025 · Academy to Innovate HR (AIHR)Learning Guide
An in-house assessment centre structured candidate evaluation.
AI Recruiting

How to Build an In-House Assessment Centre: A Step-by-Step Guide

Taskforce on Assessment Centers · 2024 / 2025 · International Taskforce on Assessment Center GuidelinesAssessment Standard
A compensation strategy desk with salary bands and pay spreadsheets.
Job Architecture

Salary Structure Design: From Job Architecture to Pay Bands

WorldatWork & CIPD · 2024 / 2025 · WorldatWork Society of Certified ProfessionalsPay Architecture
Executive leadership team discussing talent matrices and succession plans.
Employee Lifecycle

Talent Management & Succession Planning: The Strategic Link Most Organisations Miss

Rothwell & CIPD · 2024 / 2025 · Chartered Institute of Personnel and Development (CIPD)Succession Model
A whiteboard outlining core and leadership competency models.
Job Architecture

Designing a Competency Framework That Actually Works

Sanchez & Levine · 2023 / 2025 · Personnel Psychology & CIPDCompetency Framework
Diverse professionals in Dubai collaborating on workforce strategy.
AI Governance

HR in the UAE: Emiratization, Labour Law & Workforce Strategy

MoHRE & UAE Legal Research · 2024 / 2025 · Ministry of Human Resources and Emiratisation (MoHRE)Labour Regulation
Saudi executives collaborating in a modern Riyadh corporate office.
Employee Lifecycle

HR in Saudi Arabia: Vision 2030, Saudization & Strategic Workforce Planning

GASTAT & MHRSD · 2024 / 2025 · Ministry of Human Resources and Social Development (MHRSD)Workforce Policy
Professionals in Doha discussing Qatar National Vision 2030 workforce initiatives.
Employee Lifecycle

HR in Qatar: QNV 2030, Qatarization & Building a Future-Ready Workforce

MOL Qatar · 2024 / 2025 · Ministry of Labour - State of QatarNational Vision
High-performing technology and operations team collaborating in Cairo.
Employee Lifecycle

HR in Egypt: Talent Landscape, Labour Law & Building High-Performing Teams

Egyptian Labour Review · 2024 / 2025 · Ministry of Manpower - EgyptDemographic Study
A UK professional consulting statutory employment law documentation.
AI Governance

UK Employment Law Essentials: What Every HR Professional Must Know in 2025

Acas & CIPD · 2024 / 2025 · Advisory, Conciliation and Arbitration Service (Acas)Employment Law
Enterprise technology center analyzing automated conversational HR workflows.
AI Strategy

How IBM Automated 94% of HR - And What It Means for Your Function

IBM IBV & Guenole · 2023 / 2025 · IBM Institute for Business ValueCase Study
A professional mentoring and personal development session in a library workspace.
Learning & TNA

CPD in Practice: How Leading Companies Are Making Personal Development the Core of Performance

CIPD & Harvard Business · 2024 / 2025 · Chartered Institute of Personnel and Development (CIPD)Professional Study
A modern interview assessing AI problem-solving and critical reasoning.
AI Recruiting

How AI Changed the Skills Hiring Managers Look For - And What That Means in 2026

WEF & LinkedIn Insights · 2025 / 2026 · World Economic Forum & LinkedIn Economic GraphSkills Benchmark
A dynamic team reviewing continuous performance progress on a touch display.
Performance

The Case Against Annual Appraisals: What the Evidence Actually Says

Rock, Davis & CEB · 2024 / 2025 · NeuroLeadership Institute & Corporate Executive BoardMeta-Analysis
An executive boardroom reflecting city lights, focusing on strategic execution.
AI Strategy

Why Most HR Strategies Fail Before They Start

Ulrich & Huselid · 2024 / 2025 · University of Michigan & Boston Consulting GroupStrategy Framework
A compliance audit of cross-border GCC payroll and statutory wage systems.
AI Governance

The Payroll Compliance Trap: How GCC Companies Get It Wrong

PwC & GCC Legal Review · 2024 / 2025 · PwC Middle East & GCC Labour Ministerial CouncilsCompliance Guide
A unified digital architecture overview of an enterprise people platform.
AI Strategy

From HR Department to HR Operating Platform: The Architecture of Modern People Work

Bersin & Gattai Labs · 2025 / 2026 · The Josh Bersin Company & Gattai Research LabsOperating Model