Handling Changes in APIs with The Power of AI

One of the challenges of working with APIs is their frequent changes. For SAP end users, this can create disruptions in workflows, integrations, reporting, AI, machine learning and custom applications that rely on stable API connections. As SAP evolves its ecosystem to meet business demands, APIs are updated to improve functionality, security, and scalability. However, these changes can lead to compatibility issues if not properly managed.

Luckily, AI-powered ELT solutions like Precog can ensure seamless data integration and compatibility with the latest API updates. In a recent interview, Jeff Carr, CEO of Precog, highlighted that the platform is designed to automatically detect and adjust to API changes, including updates to authentication methods or schema changes. “We detect those automatically, and we’ll adjust automatically in the platform,” Carr explained. This ability to adapt to API changes without requiring manual intervention is one of the key advantages of using an AI-infused ELT solution.

Precog’s AI-driven approach ensures that users experience minimal disruption, even as the APIs they rely on evolve. While it’s not always possible to handle every change automatically, the platform is highly effective at managing most API-related issues, making it easier for SAP users to keep their data flowing without constant manual oversight.

Carr also confirmed that the platform handles custom applications, fields and tables, particularly those with proprietary APIs. “If a company has built a proprietary application with an API, we can connect to that and load data into your SAP Datasphere platform,” he said. This ability to integrate with custom-built applications is an important feature for businesses with unique systems and data sources.

On collaborations with deployment partners, Carr mentioned that Precog works closely with integration partners, both global and regional. “We provide the platform and guidance around the API integrations, while our partners help with use case specifications and technical details,” he noted, referencing a utility project where a global systems integrator assisted in the deployment.

What this means for SAPinsiders

APIs are the backbone of modern integrations, but their frequent updates can disrupt workflows, integrations, and custom applications for SAP end users. As SAP continues to refine its ecosystem, staying ahead of API changes is crucial to ensure seamless operations. AI-powered ELT solutions, like Precog, offer a forward-thinking approach to this challenge, minimizing disruptions and optimizing compatibility.

• Automated API Adaptation: Precog’s AI detects and adjusts to API changes, including schema updates and authentication modifications, reducing the need for manual intervention.
• Seamless Integration with Proprietary Systems: The platform supports connections to custom-built applications with proprietary APIs, ensuring flexibility for unique business needs.
• Collaboration with Integration Partners: Precog works alongside global and regional deployment partners to handle use case specifics and technical implementations, ensuring smooth SAP integration.
• Resilience Against Disruptions: By automating the management of most API-related changes, Precog ensures continuous data flow and reduces operational downtime. For SAP professionals, leveraging AI-powered ELT solutions like Precog is a powerful way to stay agile in a rapidly changing API landscape.