At Incasu, we believe AI should empower people, improve business outcomes, and always be used responsibly. Our AI Governance Framework establishes clear standards for the secure, ethical, and compliant use of artificial intelligence across our business, while ensuring alignment with the Protection of Personal Information Act (POPIA).

Our Commitment

Our AI framework applies to all employees, contractors, consultants, partners, vendors, and anyone working with or on behalf of Incasu. Every team is responsible for using AI safely, transparently, and in accordance with our governance standards.

AI Governance

Our approach to AI is built on three core areas:

• Governance – Establishing policies, standards, and compliance requirements.
• Execution – Designing, developing, and operating AI-enabled business solutions.
• Oversight – Monitoring, reviewing, auditing, and continuously improving AI systems and processes.

An executive AI Governance Authority provides strategic oversight, approves high-risk AI initiatives, manages incidents, and ensures our policies remain current and effective.

The Seven AI Principles

Every AI solution at Incasu is guided by seven foundational principles:

• Data Security – Sensitive and confidential information is protected at all times, with strict controls over how data is accessed and used.
• Human Oversight – AI supports decision-making, but people remain accountable for all business-critical decisions.
• Transparency – AI systems and their outputs should be understandable, explainable, and properly documented.
• Fairness – AI is regularly tested to minimise bias and deliver consistent, equitable outcomes.
• Enterprise-Grade Security – Only approved, secure, enterprise-level AI technologies are used to safeguard business and client information.
• Continuous Monitoring – AI performance is actively monitored to identify issues early, maintain accuracy, and respond quickly to risks.
• Accountability – Every AI project has clearly defined ownership, documented decisions, and structured processes for reporting and resolving incidents.

Responsible AI in Practice

To ensure these principles are consistently applied, Incasu:

• Provides ongoing AI awareness and governance training.
• Integrates AI governance into business processes and project delivery.
• Requires every team to maintain AI usage guidelines and documented responsibilities.
• Records, investigates, and learns from AI-related incidents.
• Regularly reviews AI systems to ensure they remain secure, compliant, accurate, and aligned with business objectives.

By embedding responsible AI practices into everything we do, Incasu helps organisations confidently adopt AI while protecting data, maintaining compliance, reducing risk, and ensuring human accountability remains at the center of every decision.