Scality, a global leader in cyber-resilient storage software for the AI era, has broadened its AI ecosystem certification program, now covering over 20 of the industry’s most critical AI and machine learning tools and frameworks. The initiative aims to ensure interoperability, data integrity, and security across the full AI lifecycle, giving enterprises and startups a trusted blueprint for faster, more reliable AI deployments.
“AI success depends on more than just algorithms; it requires the right combination of tools, infrastructure, and interoperability,” said Rahul Padigela, Head of Partner Applications Integrations at Scality. “Our certification program gives customers confidence to invest in an ecosystem that works together from day one.”
Certified Tools Span the Entire AI Lifecycle
Scality’s program validates tools across all phases of AI development, enabling organizations to select software that integrates seamlessly from data collection to inferencing. Certified applications include:
- Data collection: Apache Airflow, Apache Flink, Apache NiFi, Delta Lake, DVC, Kubeflow, LakeFS, Pachyderm
- Data filtering: Apache Arrow, Haystack, LangChain, Ray, Snorkel
- Data cleansing: Apache Arrow, Apache Flink, Apache Spark, Delta Lake, DVC, Pachyderm
- Training: Apache Spark, bodo.ai, JAX, Kubeflow, Metaflow, MLflow, PyTorch, Ray, TensorFlow
- Fine-tuning: Apache Spark, Haystack, JAX, Kubeflow, LangChain, MLflow, PyTorch, Ray, TensorFlow
- Inferencing: Apache Flink, Apache Spark, Haystack, LangChain, Metaflow, MLflow, Kubeflow, Pachyderm, Ray, Weaviate
Each certified platform has undergone rigorous real-world testing, including integration trials with other certified tools to ensure operational readiness across diverse deployment environments.
Solving AI Integration Challenges
Fragmented toolchains often slow AI development by 40–60%, requiring extensive integration work. Scality’s certification addresses this by providing:
- Interoperability: Tools validated for seamless integration with other certified platforms
- Documentation & support: Verified documentation and strong community backing
- Security & compliance: Cyber-resilient foundation protecting data integrity from ingestion through inference
- Long-term viability: Vendor stability, clear roadmaps, and adoption metrics
By certifying tools for the full AI lifecycle, Scality helps organizations accelerate AI deployment while reducing integration risks, operational friction, and security concerns.
Looking Ahead
Scality plans to expand the certification program as the AI ecosystem evolves, adding new tools and frameworks to guide organizations toward the most effective and reliable solutions for AI development and deployment.
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