Case Study: a US-based global media and information services company accelerates generative AI adoption with Toptal

US-based Global Media and Information Services Company accelerates AI adoption with Toptal, saving time across teams

A US-based global media and information services company faced challenges as rapid interest in generative AI led its various business units to experiment independently. This fragmented approach resulted in duplicated efforts, slowed project delivery, and increased security and compliance risks due to a lack of shared standards and governance. The company turned to Toptal for its generative AI and LLM development services to address this.

Toptal implemented a centralized, service-oriented approach by identifying high-value use cases and developing reusable, enterprise-grade AI components. They designed and deployed LLM-based agentic systems using Python and cloud AI services, ensuring alignment with IT and security standards. This solution from Toptal enabled faster, higher-quality outputs through automated workflows and accelerated AI adoption across business units by reducing duplicated effort and improving consistency.