DAaaS Ops – Fabric Native Data Operations –12 weeks Implementation

DAaaS OPS with MICROSOFT FABRIC

Production-Ready Data Operations at Enterprise Scale

DAaaS Ops is Aximsoft’s Fabric-native data operations service that enables enterprises to run Microsoft Fabric as a 24×7, SLA-driven, governed data platform for analytics and AI.

THE PROBLEM

Modern Fabric programs fail not because of missing technology, but due to lack of operational engineering. Silent pipeline failures, missing data quality checks, and fragmented monitoring result in untrusted dashboards, delayed insights, regulatory risk, and low executive confidence.

WHO THIS IS FOR

CIOs, CDOs, Data & Analytics Leaders, and Platform Teams adopting Microsoft Fabric who need production reliability, governance, and scale.

WHAT WE DELIVER

► Data Pipeline Automation & Orchestration Scalable, resilient pipelines for continuous data movement from source to insight

► Data Preparation & Curation Clean, standardized, and analysis-ready datasets

► Metadata Management End-to-end visibility into data flows, transformations, and lineage

► MLOps Enablement Automated model deployment, execution, and monitoring pipelines

► Data Observability Continuous monitoring and alerting for data quality, freshness, and reliability

► Data Audit Readiness Traceable data operations with full lineage and change visibility

► Analytics & Reporting Trusted dashboards, certified KPIs, and governed self-service insights

DAaaS Ops helps organizations scale Power BI with reliable data pipelines, governed KPIs, and enterprise-grade monitoring to deliver trusted, production-ready analytics.

TECHNICAL SCOPE

• Azure OpenAI Service (GPT models) for conversational and analytical AI • Azure AI Language for NLP workloads • Microsoft Fabric (OneLake, Lakehouse, Data Factory, Synapse, Power BI) • Microsoft Purview Data Governance & Lineage • Microsoft Entra ID, Azure Key Vault, and Private Link for security • Azure Monitor and Application Insights for observability

ENGAGEMENT MODEL – 12 WEEKS

PHASE 1: ASSESS & DESIGN: Fabric readiness, KPI definition, target architecture

PHASE 2: BUILD & OPERATIONALIZE: Pipelines, data quality, observability, governance ready implementation

PHASE 3: RUN & SCALE: SLA dashboards, operating model, scale-out roadmap

The 12-week duration is a reference model and may vary based on scope and complexity.

KEY DELIVERABLES

• Fabric Production Operations Framework • Operational KPI & SLA Dashboards • Production-Grade Pipeline Orchestration • Metadata Catalogue & End-to-End Lineage • Scale-Out & Optimization Roadmap

WHY AXIMSOFT?

• Deep expertise in designing and operating enterprise-scale Microsoft Fabric and Power BI environments
• Strong focus on data reliability, governance, and operational observability • Proven enterprise-scale data platform operations • Standardized delivery framework and repeatable operating model for data operations

RUN MICROSOFT FABRIC WITH CONFIDENCE

Engage Aximsoft to establish a production-ready, governed, and reliable data operations foundation on Microsoft Fabric and Power BI. daaas@aximsoft.com | www.aximsoft.com