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While AI adoption is growing across recruitment, performance management, and workforce planning, employers continue to rely on human oversight and are seeking clearer guidance on responsible use.
AI adoption is becoming increasingly common across Singapore workplaces, with 81% of large enterprises and 65% of small and medium-sized enterprises (SMEs) reporting that they use AI in at least one HR function.
However, human judgement remains central to these processes. Across AI-supported HR use cases, 85% still require human confirmation or sign-off, reflecting employers' continued emphasis on oversight, particularly where decisions carry greater consequences for employees.
These are among the key findings from a survey conducted by the Singapore National Employers Federation (SNEF) between June and July 2026. The survey gathered responses from 1,000 employers, ranging from micro-enterprises with up to 10 employees to large organisations with more than 1,000 employees.
It examined where employers use AI in HR, the safeguards they have in place, the challenges they face and the support they need.
AI adoption in HR varies between large enterprises and SMEs
The survey found differences in the types of AI tools used by employers, depending on organisation size. Large enterprises with more than 200 employees are generally more likely to adopt AI-powered HR platforms. Meanwhile, SMEs with 200 or fewer employees tend to rely more on general-purpose tools such as ChatGPT and Microsoft Copilot.
Employers use AI more in earlier stages of the HR lifecycle
Among employers using AI in HR, adoption is concentrated in the earlier stages of the HR lifecycle.
The most common applications are:
- Recruitment and selection (49%), including screening and shortlisting candidates.
- Performance, learning and mobility (45%), such as managing employee performance, personalising learning and informing internal mobility decisions.
- Workforce planning (39%), including forecasting workforce demand and identifying skills gaps.
Employers also use AI to support workforce experience and retention. For example, by analysing employee sentiment and attrition risk. In rewards and compensation, AI is used for tasks such as benchmarking compensation and analysing pay equity.
However, adoption is lower in the later stages of the HR lifecycle. Only about one in seven employers (15%) reported using AI in employee relations and exit.
These applications include analysing attrition data to reduce turnover, supporting separation planning and assisting with disciplinary investigations.
Overall, employers are more likely to use AI in high-volume processes where the technology can complement, rather than replace, professional judgement.
Employers see human judgement as critical in AI-supported HR
As AI becomes more widely used in HR, employers continue to recognise the importance of professional judgement and capability alongside technology.
Among employers currently using AI, the most commonly cited concern was that overreliance on the technology could erode HR capabilities over time (39%).
Other concerns included uncertainty over when to trust AI over professional judgement (36%), accountability when AI makes errors (35%), and a lack of training on how to use AI tools effectively (31%).
The findings suggest that employers view AI as a tool to support decision-making rather than replace human judgement. Its use also raises questions about how HR professionals should assess AI-generated outputs and remain accountable for the decisions made.
Employers put safeguards in place when using AI in HR
Employers using AI in HR have introduced safeguards to monitor outcomes and make adjustments where necessary.
These include reviewing decision patterns, retraining models, tracking reasons for human intervention and providing feedback to vendors.
Among the 15% of AI-supported HR use cases that operate without prior human review, nearly all (97%) have designated individuals with the authority to intervene and change or reverse a decision.
These individuals may include the head of HR, a supervisor or the hiring manager.
Employers must also ensure that HR decisions comply with employment legislation and other relevant guidance, including when AI tools are involved.
The survey found that 84% of employers using AI were very or extremely familiar with at least one of the legal and governance frameworks covered.
These included the Workplace Fairness Act, Tripartite Guidelines on Fair Employment Practices, Fair Consideration Framework and Model AI Governance Framework for Generative AI.
Employers seek clearer guidance and practical support on AI use
Beyond the adoption of AI tools, employers are also looking for clearer guidance and practical support to use the technology responsibly.
The survey found that 42% of employers were seeking greater clarity on their obligations and liability when using AI in HR. The same proportion (42%) wanted training on responsible AI use, while 36% were looking for access to an advisory service for guidance on using AI tools in HR.
The type of support sought also differs according to employers' stage of AI adoption.
Employers exploring AI are particularly interested in guidance on identifying tools that have been assessed for fairness. Those already using AI place greater emphasis on responsible use, governance and liability considerations.
More broadly, the findings point to the need for support that goes beyond introducing AI tools into HR functions. Employers also need help strengthening HR capabilities, redesigning jobs and integrating AI into their wider workforce and business priorities.
SNEF introduces AI-HR solution to support workforce transformation
To support employers in their AI adoption journey, SNEF has introduced an AI-HR pre-scoped solution in partnership with appointed job redesign consultants.
The solution brings together four components:
- human capital advisory,
- implementation of AI in HR processes,
- workforce transformation consultancy, and
- workforce skills analytics.
Unlike standalone HR consultancy or the direct purchase of an AI tool, the solution takes an integrated approach by aligning AI adoption with job redesign, workforce capabilities and business priorities.
Under the Workforce Development Grant (Job Redesign+), SNEF will assess employers' needs and match them with one or more specialist consultants to help transform their HR functions and workforce using appropriate AI tools.
Commenting on the findings, Kuah Boon Wee, President SNEF, said: "The challenge is no longer simply whether to use AI, but how to use it responsibly while managing accountability and building HR capability.”
He added that the AI-HR pre-scoped solution aims to provide employers with practical support through industry partnerships, bringing together human capital advisory, AI implementation, workforce transformation, and skills analytics to help align AI adoption with workforce and business needs.
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Infographic / SNEF
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