Mercans commitment towards Ethical and Secure AI development

Last updated on November 19, 2025

Summary

As global regulatory bodies, particularly in the EU, they focus heavily on Artificial Intelligence governance. Our AI-powered systems – specifically those handling employment functions like payroll anomaly detection and predictive compliance – fall under the strictest “high-risk” classification. 

Our strategic goal is to lead the market in compliance, transforming this regulatory requirement into a core competitive advantage. Our proprietary technology, anchored by our Binding Corporate Rules (BCR) and the Stateless Global Calculation Engine (G2N), is inherently designed to meet and exceed these strict data governance and transparency mandates, ensuring we maintain operational integrity and client trust across more than 160 countries.

The Regulatory Landscape: High-Risk Classification

The use of AI in employment and workers management – including systems that monitor performance, allocate tasks, or handle significant administrative processes like payroll, is deemed high-risk under upcoming global frameworks, such as the EU AI Act. This classification imposes mandatory requirements on us, the provider (developer), regardless of our geographic location, whenever our system’s output is utilized within those regulated markets.

Mercans’ Strategic Compliance Pillars

Our technology is purpose-built to address the most critical concerns of high-risk AI regulation: data integrity, security, and transparency.

Data Minimization and Privacy by Design

The greatest regulatory risk in payroll systems is the unnecessary handling and potential misuse of personal data for profiling. We have engineered this risk out of our core operations:

  • Stateless Calculation (G2N): Our proprietary G2N engine is a world-first because it calculates 100% accurate gross-to-net results instantly without ever accessing or storing personal employee data.
  • Anonymized Retrieval: Our systems only pull payroll-relevant inputs and never access personal identifiers. This ensures employee information remains secure and local, fully complying with top-tier global data privacy frameworks and eliminating the risk of accidental exposure or unauthorized profiling by our core calculation engine.

Transparency and Human Oversight

Compliance requires that the AI system be designed to allow users (deployers) to maintain human oversight and possess full visibility over the AI’s influence on outcomes.

  • Full Visibility: Our single global payroll dashboard offers clients complete visibility into pay groups, costs, and analytics, ensuring they are never operating a “black box” system.
  • Controllable Validations: Our AI/ML capabilities are used for real-time anomaly detection and payroll validations. These AI-detected anomalies are clearly displayed for human review during both the Input Review and Result Review steps of the payroll process.
  • Configurable Thresholds: Administrators can configure the thresholds and severity levels for system validations, putting control directly in the hands of the human administrator before the payroll is finalized

Security, Accuracy, and Compliance Speed

To satisfy robustness and reliability requirements for high-risk systems, we maintain rigorous security standards:

  • Rock-Solid Security: We operate on military-grade data security with end-to-end encryption and have maintained zero security breaches since 2003.
  • Regulatory Automation: Our platform is dedicated to global compliance with all statutory bodies. We leverage self-learning algorithms and predictive compliance insights to handle rapid regulatory updates in days, not months, thereby ensuring the foundational data used by our AI remains current and accurate.

In summary, our architecture allows us to leverage cutting-edge AI for efficiency and accuracy while simultaneously mitigating high-risk compliance exposure through radical data minimization and transparent ‘human-in-the-loop’ controls. 

This positions Mercans not just as compliant, but as the gold standard for secure, ethical AI deployment in global payroll.

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