Microsoft Fabric Consulting

The right Fabric architecture
doesn't happen by accident.

Microsoft Fabric is a powerful platform — but knowing how to build the right solution for your data, your team, and your business is where most organizations struggle. Early architecture mistakes compound into cost overruns, rework cycles, slow reports, and a platform nobody trusts. We help you get it right from the start.

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How we work
From assessment to a platform
your team can own

We don't hand off a solution and disappear. Every engagement starts with understanding your data, your team, and your goals, so what we build fits your organization, not just a generic best practice template.

1
Understand

We assess your current state, data sources, team skills, and business and technical requirements, so recommendations are grounded in reality, not assumptions.

2
Design

We design an architecture that fits your data patterns and team, deciding which Fabric services to use and how to shape and surface your data so people and systems can take action.

3
Build

We build solutions that follow established patterns and best practices, with source control, documentation, and a structure your team can understand, maintain, and build on.

4
Enable

We make sure your team understands what was built and why — through documentation, working sessions, office hours, or formal training — so they can maintain and extend it confidently going forward.

Who we work with
Whether you're just getting started
or already in the weeds.

Some organizations come to us before they've created a single item in Fabric, wanting expert guidance on architecture before anything is set in stone. Others have been building in Fabric for a year or more and are dealing with performance issues, a growing governance gap, or a solution that no longer fits how the business has evolved. We've worked with both, and the goal is always the same: a Fabric environment your team can use, trust, and build on.

Challenges we solve
Sound familiar?
Architecture
Choosing the right data store for your workload
Fabric offers multiple storage options — lakehouse, warehouse, Eventhouse, SQL database — and each suits different workloads. Picking the wrong one can mean rebuilding later, but the tradeoffs aren't always obvious until you've seen them play out.
Data Engineering
Pipelines that work in dev but break in production
No error handling, no monitoring, no alerting. Connections that break after deployment or when the developer who set them up is gone. A pipeline fails overnight and nobody knows until a business user notices the report hasn't updated.
Semantic Modeling
Reports that are slow, wrong, or both
Users get different numbers depending on which report they look at. Or everything works, just slowly enough that people stop using it. Sometimes it's overly complicated DAX acting as a bandaid for data modeling and relationship problems that were never properly addressed.
Architecture
A medallion architecture that's over-engineered for the problem
Three layers, six transformation steps, and a bronze-to-silver-to-gold pipeline for a dataset that gets loaded once a day and has fifty rows. Not every problem needs the same solution.
Data Engineering
No one knows which tool to use for transformation
Pipelines, dataflows, copy jobs, notebooks — a solution might use one or a combination. Teams often reach for whichever one someone happened to learn first rather than evaluating what fits the problem.
Enablement
A platform the team can't maintain once the project ends
The consultant leaves, the documentation is thin, and the next person to touch it has to reverse-engineer every decision. Whatever was built gets frozen in time — or rewritten from scratch.
What we build
Our areas of expertise
Lakehouses & Warehouses
Lakehouses and warehouses are both built on OneLake, but they serve different needs and suit different workloads. We help you understand the tradeoffs, choose the right approach for your scenario, or design a solution that uses both, and build a storage layer that performs well and integrates cleanly with the rest of your Fabric environment.
Data Pipelines
Reliable data ingestion and transformation are the foundation of any analytics platform. We design and build pipelines and copy jobs that move and shape your data efficiently, with monitoring, error handling, and scheduling that ensure reliability and resiliency.
Notebooks
When transformations are too complex, too large, or too custom for other approaches, notebooks give you the full power of Spark and Python. They are also among the most cost-efficient options in Fabric in terms of capacity consumption. We build them to integrate cleanly with your broader Fabric architecture, including source control, parameterization, and orchestration.
Semantic Models
A well-designed semantic model is what separates a report people trust from one they ignore. We build semantic models with clean relationships, efficient DAX, and row-level security, so your data is consistent and governed for self-service use.
Power BI & Paginated Reports
We design and build Power BI reports that actually get used, with clear layouts, meaningful visuals, and interactions that help people answer questions instead of generating more confusion. Where pixel-perfect output is needed, we build paginated reports for operational reporting, invoices, statements, and anything that needs to print or export reliably.
Mirrored Databases
Mirroring lets you bring data from external sources — Azure SQL, Snowflake, Azure Cosmos DB, and others — into OneLake without building ETL pipelines. We help you determine where mirroring fits in your architecture and set it up so the data is available, governed, and queryable alongside everything else in Fabric.
Fabric SQL Database
Fabric SQL Database is a fully managed, serverless SQL database that lives natively inside Fabric, integrated with OneLake and the rest of the platform from the start. We help you understand when it's the right fit and build on it in a way that connects cleanly to your pipelines, semantic models, and reports.
Real-Time Intelligence
When batch pipelines aren't fast enough, Fabric's Real-Time Intelligence workload — Eventstream for streaming ingestion and Eventhouse for KQL-based analytics — makes it possible to query and act on data as it arrives. We design and build real-time architectures for the scenarios where seconds matter.
Data Activator
Data Activator monitors your data in real time and triggers alerts or automated actions when conditions are met, notifying stakeholders, starting workflows, or calling external systems without requiring manual intervention. We implement Data Activator as part of a broader solution so the right people are informed the moment something needs attention.
Architecture Design & Advisory
Not every engagement needs us to build everything. Sometimes you need an expert to evaluate your current approach, identify the gaps, and give your team a clear path forward. We provide architecture reviews and service selection guidance, designing solutions that fit your team's skills and the realities of your data.
Administration & Governance
A well-built solution is only as good as the environment it runs in. We help organizations establish governance frameworks, configure tenant and capacity settings, establish workspace and domain organization, and implement access controls, so Fabric stays secure, organized, and auditable as adoption grows.
Source Control & Deployment
Deploying Fabric solutions across environments is harder than it should be. We implement source control integration and establish deployment practices that make promoting changes from development to production reliable and repeatable, so your team isn't manually recreating work or crossing their fingers on every release.
Not sure which path is right
for your organization?

We're happy to start with a complimentary conversation — walk us through your current approach or what you're trying to build, and we'll tell you where we see risks and what we'd do differently.

Already in Fabric and wondering how healthy your environment is? See our Fabric Tenant Health Check →

Talk to a Fabric expert

Walk us through what you're building or where you're stuck, and we'll follow up with next steps.

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