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From Workforce Analytics to Workforce Intelligence: How AI Is Changing Workforce Decision-Making

By Julius Ranta, Safeguard Global VP of Revenue, APAC | September 16, 2026|4 minute read
From Workforce Analytics To Workforce Intelligence How Ai Is Changing Workforce Decision Making

Workforce analytics gives business leaders greater visibility into their organisations. Headcount dashboards, compensation benchmarks, turnover reports, and hiring metrics can reveal what’s happening across the workforce. But executives need more than visibility to improve their decision-making.

AI is starting to make a difference in this area. Instead of simply organising historical workforce data, AI-enabled tools can help leaders identify patterns, evaluate scenarios, and anticipate the workforce implications of business decisions. The result is a shift from workforce analytics, which allows us to understand what has happened, toward workforce intelligence, which lets us use data to decide what should happen next.

In fact, roughly 12% of Australian businesses reported using AI in 2024-25, up from just 1% in 2022-23. And as businesses grow larger, their use of AI increases.

For executives responsible for growth, operations, and hiring strategy, that distinction is increasingly important.

How does AI increase the value of workforce data?

Traditional workforce analytics is largely descriptive. A dashboard might show where employees are located, how much an organisation is spending on labor, where turnover is highest, or how headcount has changed over time. Those insights have value, but executives still have to connect the dots.

AI can make workforce data more useful by finding relationships across larger and more complex datasets. Instead of reviewing separate reports on hiring, compensation, employee turnover, and geographic expansion, leaders can begin asking questions that cut across them.

Where are labour costs rising fastest? Which markets offer the skills the company needs at a sustainable cost? Where could employee turnover create operational risk? What would happen to the workforce budget if the business moved certain roles to another country?

This is where workforce intelligence begins to change workforce decision-making. Data becomes less about reporting performance and more about evaluating choices.

Improving workforce planning with AI

Workforce planning has traditionally depended heavily on forecasts, spreadsheets, and assumptions about future hiring needs. AI casts a wider net to collect and organise information that makes the planning process far more effective.

Jobs and Skills Australia’s Gen AI Capacity Study shows that generative AI is more likely to augment jobs rather than replace them. This reinforces the need to model workforce planning rather than build plans based on assumptions.

Consider a company planning to add 100 employees over 18 months. Some of the more consequential factors — assuming they’re already clear on which skill sets their company needs — are where those employees should be located, what they will cost, and whether the company has the infrastructure to employ them compliantly. AI can help leaders analyse those variables together.

Executives might compare the implications of hiring primarily in their proven markets versus expanding into new ones. They could model different combinations of employees and contractors to determine the impact on cost. They could also examine how compensation, benefits, taxes, and talent availability affect the economics of a particular location.

The objective isn’t to allow an algorithm to make hiring decisions. It’s to give decision-makers better information before they commit capital and resources.

Making global hiring decisions with better context

The value of workforce intelligence becomes even clearer when hiring across borders.

A global hiring decision rarely comes down to salary alone. Labour costs, talent availability, employment regulations, benefits requirements, tax considerations, and existing workforce infrastructure can all affect whether a location makes strategic sense. Looking at those factors separately can create an incomplete picture.

Workforce intelligence allows organisations to consider them as part of the same decision. For example, a country where salaries are generally lower may appear attractive until employers account for statutory benefits, hiring timelines, or limited availability of a particular skill set. Another market may cost more initially but provide stronger access to talent or make it easier to scale a team.

One way to collect this intelligence is through Safeguard Global’s Intelligent Workforce. This free tool provides dashboards populated with information on market conditions, employment benchmarks, and compliance matters, as well as the costs associated with the labour markets of interest to the user. This data-rich snapshot helps executives compare markets, understand workforce costs, and make expansion decisions with more context.

Turning workforce data into a strategic asset

HR executives already balance changing skill requirements, manage distributed teams, monitor evolving labour costs, and assess new opportunities to hire internationally. In the future, they’ll need to make workforce decisions more frequently and across more variables.

The competitive advantage will come from gaining a deeper understanding of available hiring options — and gaining it quickly — before making commitments. AI strengthens that capability by helping leaders move from backward-looking reports toward forward-looking analysis. This workforce intelligence then becomes an input into decisions about investment, expansion, operating models, and growth, supporting teams outside HR.

For senior leaders, that’s the more meaningful evolution. Workforce intelligence isn’t simply better workforce analytics. It’s a way to make workforce strategy part of business strategy.

Learn more about Safeguard Global’s Intelligent Workforce tool by using this link, or contact us to find out how Safeguard Global can help you with your global hiring plans.

RELATED TERMS

Workforce

The term "workforce" or "labour force" refers to the group of people who are either employed or unemployed.

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