RHMetrics: When AI finally reveals the true value of talent

What is a skill really worth on the market? Is a senior developer paid their fair value? Is a company overpaying certain profiles or, on the contrary, risking losing its best talent because of an inadequate compensation policy?

These are the questions RHMetrics intends to answer. Developed by the Moroccan startup Talent Tech, this HR intelligence platform relies on CV analysis and artificial intelligence capabilities to offer companies a real-time reading of salaries, sought skills and labor market dynamics.

At a time when companies seek to attract, retain and compensate talent with greater precision, HR data is gradually asserting itself as a strategic asset. Yet in many organizations, salary decisions still rely on estimates, internal perceptions or costly market studies that are rarely updated.

Talent Tech’s objective is clear: democratize access to salary data and labor market trends through artificial intelligence.

Behind this initiative lies a simple observation: in a rapidly changing job market, companies can no longer afford to navigate blindly.

“For years, we observed that many companies made compensation decisions without a reliable view of the market. Some relied on estimates, others on internally biased benchmarks, while specialized studies remained out of reach for many organizations”, explains Karim Banaoui, CEO of Talent Tech.

According to him, this lack of visibility produces direct consequences on companies’ performance: recruitment difficulties, increased turnover, unjustified pay gaps or poor valuation of skills.

Two million CVs as raw material

The story of this HR solution is closely linked to Talent Tech. Since launching its ATS (Applicant Tracking System) in 2019, the company has accumulated a considerable mass of data from its recruitment and talent management activity.

Over the years, the platform has analyzed more than two million CVs, making it one of the largest HR databases in the Moroccan market.

This trove of information allowed the company to identify especially valuable trends: the most sought-after skills, job evolutions, candidates’ salary expectations and pay gaps between different profiles.

“We progressively realized that we had an extremely rich view of the job market. This data allowed us to understand not only the skills companies look for, but also the value candidates assign to their expertise”, Banaoui emphasizes.

But at Talent Tech, the ambition was not merely to accumulate data. The goal was to turn it into actionable intelligence.

To achieve this, the collected information was cross-checked with the expertise of HR professionals, operational managers and sector specialists to strengthen its relevance.

“Raw data has value only when correctly interpreted. So we built an approach that combines the analytic power of technology with the on-the-ground knowledge of HR experts,” the CEO explains.

HR data becomes a competitive advantage

In a context marked by shortages of certain qualified profiles and rapid skill evolution, talent management becomes a major competitiveness issue.

For Banaoui, HR departments are undergoing a transformation comparable to the one finance departments experienced decades ago.

“HR data is becoming as strategic as financial data. Companies must make faster, more precise and more objective decisions in an environment where jobs constantly evolve and talent is increasingly mobile”, he believes.

This evolution pushes organizations to seek tools that provide an updated market view. Traditional salary studies remain often reserved for large companies because of their cost.

“Our ambition is to democratize access to HR intelligence. We want companies of all sizes to have reliable information to build coherent pay policies and make better decisions”, Banaoui affirms.

At the core of the system lies artificial intelligence, which makes it possible to process massive volumes of information quickly.

AI is used notably in CV analysis, identification of dominant skills, detection of salary trends and production of projections on market evolution.

However, the CEO refuses to present AI as an autonomous solution. “We firmly believe in a model that pairs artificial intelligence with human intelligence. AI accelerates analysis and detects trends invisible to the naked eye, but it does not replace understanding of business realities or knowledge of the human context”, he explains.

This hybrid vision runs counter to narratives forecasting complete automation of HR. According to Banaoui, technologies will transform HR practices, but they will never replace some fundamental aspects of talent management.

“A collaborator’s potential, motivation, leadership ability or fit with company culture cannot be reduced to an algorithm. HR decisions remain deeply human”, he insists.

Morocco at the hour of data-driven HR management

The question is: are Moroccan companies ready to adopt data-driven HR management?

For Talent Tech’s CEO, the answer is clearly positive. He observes growing awareness of HR’s strategic role in organizations’ overall performance.

“Moroccan companies increasingly understand that HR is no longer merely an administrative function. It becomes a real lever of competitiveness, on par with finance or commercial development”, he says.

Companies’ expressed needs converge around the same issues: better understand their salary market, control payroll, improve recruitment and strengthen talent retention.

However, the work remaining is significant. The data culture is still unevenly developed and many organizations continue their transition toward more modern, measurable HR practices. And it is precisely on this ground that RHMetrics intends to position itself.