Data Modernization

Smart Analytica helps enterprises rebuild their data foundation on a unified, governed, intelligent Azure data platform. We modernize legacy and fragmented systems using Microsoft Azure best practices and AI accelerators.

Modernize — Transform Your Data Platform on Azure A structured, accelerator-led approach to modernizing enterprise data estates on Azure while reducing cost, effort, and risk.

Azure Capabilities & Accelerators: • AI-driven discovery and assessment • Automated SQL code conversion across database dialects • Automated validation and reconciliation of migrated data • Synthetic test data generation for secure and compliant QA • Prebuilt ingestion frameworks for: • Batch data movement • Change data capture (CDC) • Real-time streaming (using Azure Data Factory, Microsoft Fabric, Azure Event Hub)

Optimize — Monitor, Stabilize & Govern with AI-Driven Operations Turn your Azure platform into an autonomous, resilient, and cost-efficient data environment.

Key Pillars: • Ops AI for automated incident detection, diagnostics, RCA and remediation • AI-powered FinOps for continuous Azure cost governance • Observability mesh with cloud monitoring (via Azure Monitor + OpenTelemetry) • CI/CD automation for data pipelines (via Azure DevOps + GitHub Actions) • Enterprise-wide data governance (via Microsoft Purview)

Outcome: • Higher reliability • Better performance • Optimized cloud spend • Stable foundation for AI workloads

Activate — Enable & Accelerate AI on Azure Deploy, scale and operate enterprise AI workloads with security, governance, and real business impact.

Key Pillars: • AI readiness workshops and adoption roadmap planning • Secure foundation setup including: • Model governance • Model registries • ML pipelines • Secure environments • Scalable AI co-creation using an enterprise AI pod model + centralized CoE (leveraging Azure OpenAI services + Cognitive APIs + custom LLMs) • Managed AI Ops including: • Model and LLM monitoring • Drift detection • Lineage tracking • Compliance & cost visibility (via Azure Machine Learning)

Outcome: • Production-ready AI • Secure & compliant deployments • Scalable model operations • Measurable business outcomes

Azure Services / Technologies We Leverage

Data & Storage: • Azure SQL • Azure Data Lake Storage Gen2 • Azure Synapse components • Azure Databricks

Pipelines & Streaming: • Azure Data Factory • Microsoft Fabric • Azure Event Hub

Monitoring & Governance: • Azure Monitor • OpenTelemetry • Microsoft Purview

Deployment & Engineering: • Azure DevOps • GitHub Actions • Azure Kubernetes Service (AKS)

AI & Intelligent Ops: • Azure OpenAI • Azure Machine Learning • Cognitive Services APIs • AI Foundry • Microsoft Agent Framework