Microsoft Solutions Partner · Data and AI
End-to-end Fabric, Power BI, and Azure analytics from a Toronto consultancy trusted by clients across North America since 2004.
Recognized by
Microsoft
Fabric workloads we ship
Lakehouse
OneLake-native storage combining files and Delta tables for batch analytics.
Warehouse
Fully managed T-SQL warehouse for relational analytics and reporting.
Notebook
Spark notebooks for data engineering, exploration, and ML workflows.
Pipeline
Orchestrated data movement and transformation across sources and stages.
KQL DB
Real-time analytics over event and telemetry data with sub-second queries.
Eventstream
Streaming ingestion from IoT, Kafka, and SaaS sources into Fabric.
Real-Time Dashboard
Live tiles built directly on KQL for operational monitoring.
Semantic Model
Curated business layer that powers self-service Power BI consistently.
Power BI
Self-service analytics, governed dashboards, and pixel-perfect reporting.
Dataflow Gen2
Power Query at cloud scale, refreshed on schedule into OneLake.
Every Fabric platform we ship is layered Bronze → Silver → Gold. Raw data lands once, gets cleansed and conformed in the middle, and surfaces as governed business-ready models. The same pattern works for batch, streaming, and real-time workloads.
Source data ingested as-is via Pipelines, Eventstreams, and Dataflows. Schema preserved, history retained.
Deduplicated, typed, joined across sources. The trustworthy foundation every downstream model can rely on.
Curated semantic models, KQL databases, and warehouses serving Power BI, Real-Time Dashboards, and apps.
Built on OneLake. Refreshed by Pipelines and Eventstreams on the cadence each layer needs.
01 — How we help
Most engagements combine all three. We architect the platform, ship the reports, and train your team to own it.
End-to-end Fabric platforms, from OneLake architecture and Eventhouse ingestion through to governed semantic models and Power BI delivery.
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Semantic model design, DAX optimization, and enterprise rollout. Twenty years of analytics experience baked into every report.
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Official Microsoft courses and custom workshops by a Microsoft Certified Trainer. Hands-on labs and Microsoft Learn recognition included.
→02 — Our difference
Solutions Partner for Data and AI, Learning Partner, and Microsoft Certified Trainer credentials. The official path, not a workaround.
We’ve worked through every iteration of the Microsoft data stack, from SQL Server Analysis Services to Fabric. We know what lasts and what doesn’t.
Our methodologies are published openly through our LinkedIn series. You see how we work before you hire us.
Local presence for in-person workshops, remote delivery for clients across the continent.
03 — From the blog
Hard to Believe It’s December Already: My Year of Learning Microsoft Fabric As the year winds down, I find myself reflecting on what a journey it’s been. Honestly, it’s hard to believe we’re already stepping into December! This year, for me, was all about diving deep into Microsoft Fabric—really getting to know how it works…
To wrap up this series, here’s a compilation of the most frequently asked questions I’ve received about fabric licenses, as well as those I’ve come across in posts and videos that have helped me understand it better. I hope they are helpful to you too! 1. Is Microsoft Fabric included with Power BI Premium? Yes,…
Since there is currently no exact formula for calculating the capacity size you will need, it is recommended that you start with the Fabric trial (which allows to test Fabric with 64 CUs performance) or choose a pay-as-you-go Fabric capacity size for testing and then, use the Microsoft Fabric Capacity Metrics app, which allows users…
04 — Get in touch
Tell us about your project, your team, and your timeline. We’ll respond within two business days.