Equitus.AI Fusion and Wallaroo.AI work together to support IBM Power11 users by combining their respective strengths in data preparation and AI model operationalization. Equitus.AI Fusion, with its Knowledge Graph Neural Network (KGNN) platform, excels at unifying and contextualizing disparate data sources, transforming raw data into "AI-ready" intelligence.
🤝 How the Platforms Complement Each Other
Equitus.AI and Wallaroo.AI form a powerful, end-to-end AI pipeline on IBM Power11 systems. Equitus.AI handles the crucial data fusion and preparation stage, while Wallaroo.AI manages the subsequent model operationalization and inference phase.
Equitus.AI Fusion: This platform is designed to tackle the initial, often messy, stage of AI projects: data. It uses knowledge graph technology to connect and correlate vast amounts of structured and unstructured data, creating a single, unified source of truth.
4 This process not only aggregates data but also enriches it with context and relationships, making it more valuable for AI models.5 Essentially, Equitus.AI provides the clean, high-quality fuel that AI models need to perform.Wallaroo.AI: Once the data is fused and prepared by Equitus.AI, Wallaroo.AI's platform takes over. It streamlines the process of taking models from development to production.
6 Wallaroo.AI is optimized for AI inference on various hardware, including IBM's Power architecture, and can deploy models to the cloud, on-premises, or at the edge.7 It offers features like model optimization, automated deployment, and continuous monitoring to ensure models are performing efficiently and accurately in real-world scenarios.8
🚀 Benefits for IBM Power11 Users
The combination of Equitus.AI and Wallaroo.AI on the IBM Power11 platform provides several key benefits:
Optimized Performance: The IBM Power11 system is designed with in-core AI acceleration.
9 Wallaroo.AI's high-performance inference engine, when combined with this architecture, can significantly boost performance for AI workloads, often outperforming GPU-based solutions while reducing power consumption.10 End-to-End AI Lifecycle: Power11 users get a comprehensive solution that covers the entire AI journey—from data ingestion and preparation (Equitus.AI) to deployment and management (Wallaroo.AI). This reduces the complexity and technical debt often associated with disjointed AI tools.
Efficiency and Cost Reduction: By running AI workloads efficiently on Power11 without the need for additional GPUs, the combined solution can lower costs and improve energy efficiency.
11 Wallaroo.AI's automated deployment and management capabilities also free up data science and AI teams to focus on building new models rather than on operational tasks.Enhanced AI Accuracy and Governance: Equitus.AI provides the structured, high-quality data that improves model accuracy, while Wallaroo.AI's monitoring and governance tools ensure that models in production remain reliable and trustworthy over time.
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