Data Mesh & AI Fabric Services
We decentralize data ownership and power AI at scale with robust data mesh architectures and AI fabric integration.

Enabled 12+ business units to independently manage and publish data products, reducing analytics lead time by 60%.
AI Fabric for BFSI ML Ops Unified model orchestration across business domains using MLflow, KServe, and Argo Workflows—achieving 5x faster deployment cycles.
Deployed Collibra + Atlan to create a federated governance model across departments, improving data trust and reducing audit overhead.
Built real-time data mesh using Kafka and Flink, powering predictive maintenance across plants and increasing uptime by 25%.

Decentralized data architecture that scales across domains and teams
AI fabric layer for unified ML delivery, observability, and governance
Event-driven data pipelines built for real-time, high-throughput workloads
Deep integration with leading MLOps, governance, and metadata tools
Proven success delivering scalable architectures for Fortune 500 enterprises.

Human-Centric Impact.
From Fortune 500s to digital-native startups — our AI-native engineering accelerates scale, trust, and transformation.










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Aziro has been a true engineering partner in our digital transformation journey. Their AI-native approach and deep technical expertise helped us modernize our infrastructure and accelerate product delivery without compromising quality. The collaboration has been seamless, efficient, and outcome-driven.
Fortune 500 company