The Challenge

HR is undergoing a data revolution. Organizations that leverage people analytics effectively make better talent decisions, predict workforce trends, and demonstrate clear ROI on people investments. But most HR teams still operate on intuition rather than insight.

The barriers are real — data scattered across systems, limited analytical capabilities, and uncertainty about where to start. Meanwhile, AI is creating new possibilities for assessment, prediction, and automation that most HR functions aren't yet equipped to leverage.

Our Approach

We help HR functions become data-driven and technology-enabled. Our approach is practical — we focus on solving real business problems with data rather than building analytics capabilities for their own sake.

We start by understanding your most pressing people decisions and work backward to identify the data, analytics, and technology needed to improve them. This ensures every investment in HR data and tech delivers tangible business value.

Remuneration Market Data

Competitive compensation starts with reliable market data. We maintain one of Thailand's most comprehensive remuneration databases, covering hundreds of organizations across all major industries.

Our market data services include annual salary surveys with detailed breakdowns by industry, function, and level. Custom benchmarking studies for specific roles or talent segments. Total compensation analysis including base pay, variable pay, and benefits. Executive compensation benchmarking. Regional and international pay comparisons for organizations with cross-border talent needs.

Our data is trusted by leading organizations across Thailand for making critical compensation decisions.

Organization Productivity & Manpower Benchmarking

How does your organization's productivity compare to peers? Are you over- or under-staffed in critical functions? Our benchmarking services provide the data to answer these questions with confidence.

This includes revenue-per-employee and cost-per-employee analysis across comparable organizations. Function-level headcount benchmarking — comparing your HR, finance, IT, and operations staffing to industry norms. Span of control analysis and organizational layer comparison. Process efficiency benchmarking for key HR and business processes.

These insights help leadership teams make informed decisions about organizational sizing, automation investments, and resource allocation.

HR Analytics

People analytics transforms how organizations make talent decisions. We help HR functions build analytics capabilities that deliver actionable insight — from basic reporting to predictive modeling.

Our analytics services include designing people analytics strategies aligned with business priorities. Building dashboards and reporting frameworks that give leaders the insight they need. Conducting deep-dive analyses on critical topics — turnover prediction, engagement drivers, diversity metrics, and workforce planning. Developing internal analytics capabilities through training and mentoring.

We meet organizations where they are — whether you're starting with basic reporting or ready for advanced predictive analytics.

AI-Powered Capability Assessment

Traditional assessments are time-consuming and often subjective. We leverage AI to make capability assessment faster, more consistent, and more insightful.

Our AI-powered assessment tools analyze multiple data sources — from skills tests and behavioral data to work outputs and peer feedback — to build comprehensive capability profiles. This enables organizations to assess capabilities at scale, identify hidden talent, and make more objective development and deployment decisions.

Employee Engagement Survey

Understanding what drives engagement in your organization is essential for retention, productivity, and performance. Our engagement surveys go beyond satisfaction scores to identify the specific factors that influence engagement in your unique context.

This includes designing surveys that measure the drivers most relevant to your organization. Providing detailed analytics with demographic breakdowns and trend analysis. Benchmarking results against our Thai employee database. Facilitating action planning workshops that turn insights into improvement initiatives. Tracking progress through pulse surveys between full engagement cycles.

HR Agentic AI Development

AI agents are transforming HR operations — from recruitment chatbots to automated onboarding assistants to intelligent performance support. We help organizations design and deploy HR AI agents that improve efficiency and employee experience.

This includes identifying high-value HR use cases for AI agents. Designing agent workflows and conversation patterns. Training agents on your organization's policies, culture, and processes. Implementing agents with appropriate human oversight. Measuring impact and continuously improving agent performance.

We bring together deep HR domain expertise with AI development capabilities — ensuring your HR agents are both technically sound and HR-appropriate.

Why Pragma

Our HR data and tech practice is powered by two decades of Thai market data and deep relationships with hundreds of organizations. We don't just provide tools — we provide the context and expertise needed to turn data into decisions.

We're practitioners, not just technologists. Our consultants understand HR processes and challenges intimately, which means we build solutions that work in the real world of HR operations.