Artefact Value By Data

Artefact Survey “The future of Agentic Supervision” – Key Insights

In the evolving landscape of enterprise AI, the rise of agentic systems marks a pivotal shift. AI agents are autonomous applications powered by large language models (LLMs) capable of reasoning, memory, and action. They are no longer passive responders to user input; they are active decision-makers influencing business processes in real time. But with autonomy comes risk, and with risk comes the need for structured supervision. In this new paradigm, supervision of tech systems is no longer optional, it is foundational.

Mitigating Challenges in Developing Analytics & Reporting for Big Corporate Companies

In today’s data-driven companies, analytics & reporting - through dashboards are expected to deliver fast, actionable insights that support critical business decisions. Yet, according to a 2022 Forrester study, 60% of analytics initiatives fail to meet expectations because often the data feeding those dashboards is unreliable, incomplete, or misaligned (Forrester, 2022).

The $909 Billion AI Revolution: Generative AI’s Transformative Impact in MENA

The artificial intelligence market is on an explosive growth trajectory – GlobalData forecasts it will reach $909 billion by 2030, up from about $100 billion in 2022, driven mainly by the rise of generative AI. This category of AI, exemplified by popular tools like ChatGPT, DeepSeek, Google Gemini, etc. has sparked widespread innovation by enabling businesses to generate original content and automate complex tasks. Companies in the MENA region are rapidly adopting generative AI, aiming to harness its potential for significant productivity gains, deeper personalization, and innovative customer experiences, while also confronting the critical need for responsible and ethical deployment.

When Conversations Become Channels

Brands have long envied the troves of first‑party data sitting inside retailer systems. The average shopper enrols in roughly 13 loyalty programmes but stays active in barely half of them, so the “relationship” often stops at the cash register.

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