- In March 2023, Insight engines are being used for real-time data governance and compliance monitoring, especially in regulated industries like finance and healthcare. Deloitte Middle East integrated AI search capabilities into its risk advisory practice in 2023.
- In January 2024, With multiple official languages across MEA, companies like Sinequa and Elastic are rolling out Arabic-optimized NLP engines to meet regional needs.
- In November 2023, Google Cloud and Microsoft Azure have partnered with regional enterprises in Japan, India, and Australia for deploying scalable insight engines.
- As of February 2024, SAP reported that lack of skilled data engineers and AI specialists is a barrier to scaling insight engine deployments across industries.



