Microsoft AI Foundry Program Track — Available for Enterprise Team Delivery

VNode ITeSBook

Platform Enablement

Microsoft Fabric Enablement

Move your Fabric pilots into production with MCT-led enablement covering Lakehouse architecture, Real-Time Intelligence, Direct Lake semantic models, and DP-600/DP-700 certification preparation.

DP-600 & DP-700 Certification ReadinessMCT-Led DeliveryReal-Time Intelligence LabsPurview Governance Integration20,000+ Professionals Enabled
Updated for Microsoft Fabric GA & OneLake 2025 capabilities

Why This Matters Now

The challenges that bring enterprise teams to this conversation

Pilot environments never reach production

Teams deliver Fabric POCs but lack the architecture and governance knowledge required to transition to production workloads at enterprise scale.

Direct Lake adoption gap delays analytics ROI

Teams default to Import mode because Direct Lake query optimisation and capacity sizing are not covered in standard Fabric onboarding material.

Capacity governance deferred until billing surprises

Workspace proliferation and unconfigured capacity rules result in unexpected Fabric capacity charges that arrive after the pilot phase is already complete.

Strategic context: Fabric consolidates six previously separate Azure analytics services — early enablement reduces long-term licensing complexity and accelerates the path from pilot to production.

Capability Coverage

What the program covers

Lakehouse & Medallion Architecture

Design and implement bronze/silver/gold medallion patterns using OneLake, Lakehouse, and Warehouse for enterprise analytics workloads with Delta format throughout.

Real-Time Intelligence with KQL & Eventstream

Build real-time data pipelines using Eventstream, KQL databases, and Real-Time dashboards for operational analytics and event-driven monitoring at enterprise scale.

Direct Lake Semantic Models & Power BI

Implement Direct Lake connectivity for high-performance semantic models that eliminate Import mode refresh bottlenecks and reduce storage duplication across the organisation.

Fabric Governance with Microsoft Purview

Configure workspace governance, sensitivity labels, data lineage documentation, and compliance controls using Purview integration for regulated data environments.

Data Factory Pipelines & Dataflows Gen2

Design orchestrated data movement using Data Factory pipelines, Dataflows Gen2, and Data Activator for automated alerting and reactive data pipeline management.

DP-600 & DP-700 Certification Readiness

Structured exam preparation for Fabric Analytics Engineer (DP-600) and Fabric Data Engineer Associate (DP-700) with hands-on lab coverage of production scenarios.

Delivery Approach

How we deliver this

01

Assess

Current Platform & Skill Audit

Map existing data platform components, identify migration readiness, and assess team skill gaps across data engineer, analytics engineer, and BI developer roles.

02

Design

Role-Split Enablement Tracks

Design parallel learning tracks for data engineering (Lakehouse, pipelines, DP-700), analytics engineering (semantic models, DP-600), and BI development (Power BI + Direct Lake).

03

Enable

Fabric Labs + Governance Configuration

Deliver hands-on Fabric labs, Purview configuration workshops, and certification preparation using real workspace environments with production-representative data.

04

Adopt

Production Handover with Workspace Conventions

Close with workspace naming standards, capacity governance rules, deployment pipeline templates, and team-specific runbooks for sustained Fabric platform operation.

Capability Programs

Programs for this area

Role-Based ExamDP-600

Fabric Analytics Engineer Associate

View program
Role-Based ExamDP-700

Fabric Data Engineer Associate

View program
Custom Program

Microsoft Fabric: End-to-End Analytics

View program
Applied Skill

Implement a Real-Time Intelligence Solution with Microsoft Fabric

View program

Proof & Perspectives

Implementation evidence and strategic context

Banking & Finance

Representative Enterprise Banking Team

Data teams were moving from legacy reporting platforms to Azure-centric analytics environments, with uneven readiness across architecture, engineering, and reporting roles.

Azure Data ServicesDatabricksMicrosoft Fabric
Read engagement details
Platform Delivery7 min read

Microsoft Fabric in the Enterprise: Beyond the Pilot

Microsoft Fabric unifies lakehouses, data warehouses, real-time intelligence, and Power BI into a single SaaS platform. Yet many enterprise teams struggle to move from an approved pilot to production workloads. This post unpacks the patterns we see in teams that succeed — and the organisational friction that trips up the rest.

Microsoft FabricData PlatformEnterprise AdoptionLakehouse
Read insight

Ready to Begin

Start your Microsoft Fabric Enablement program

Work with our team to design an enablement program matched to your team's readiness, platform priorities, and delivery timeline.

DP-600 & DP-700 Certification Readiness
MCT-Led Delivery
Real-Time Intelligence Labs
Purview Governance Integration

Engagement Confidence

A direct, founder-led review before scope, delivery model, and commercial terms are proposed.

Response window

< 1 business day

Client coverage

India + global teams

Engagement format

Virtual, on-site, hybrid