AnalyticsOne
One source of truth your people and your agents share. Microsoft Fabric gives you one governed platform on OneLake.
Teams lose days reconciling numbers across Synapse, Databricks, SSIS, and Power BI, and still argue about which is right. AnalyticsOne ends that.
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Source of truth on OneLake
Ontology
Your business, defined once
Real-time
Insight that triggers action
AI-ready
The ground your agents stand on
What your business can finally do
Your data finally speaks business
A Business Ontology on Fabric IQ. Warehouses know tables. Fabric IQ knows your business: customers, products, assets, and how they relate, defined once and understood identically by every report and every agent.
Fabric IQ is the newest layer of the Microsoft data stack. We model your core business entities and relationships as an ontology over OneLake, so semantic models, data agents, and Copilot all inherit one meaning.
Conversational Analytics
Ask your data questions in plain English and get governed answers with lineage behind them, not guesses.
We stand up Copilot in Power BI and Fabric data agents over your governed semantic models and ontology, so executives and front-line teams query by asking.
A Digital Twin of Operations
Your plants, fleets, and networks modeled as live digital twins, so you can watch, replay, and interrogate operations like a system.
Fabric's digital twin builder lets us model physical operations as connected, live entities fed by streaming data. Operators see current state in context, analysts replay incidents.
The Trusted Metric Layer
One certified set of numbers for the P&L, the board pack, and the Monday meeting, served fast on DirectLake.
We consolidate overlapping models into certified, governed semantic models on DirectLake: near-real-time performance without refresh windows, one definition per metric, and deployment pipelines.
The Operational Command Center
See operations as they happen and respond in seconds: live signals in, alerts and actions out.
Fabric Real-Time Intelligence ingests streaming signals through Eventstream, lands them in KQL for sub-second queries, and turns thresholds into action with Activator.
The AI-Ready Data Foundation
Your agents are only as good as the ground they stand on. We make your data estate the ground truth AI can act on safely.
OneLake shortcuts and mirroring bring your data into one logical lake without mass copying, Purview supplies lineage and access control, and the ontology supplies meaning.
How we get you there
Fabric Implementation
A production-ready Fabric platform from day one: capacity sized, medallion lakehouse stood up, governance wired in.
We size Fabric capacity to your workloads, stand up a medallion (bronze, silver, gold) lakehouse on OneLake, build ingestion and transformation with Data Factory, and wire in Purview governance.
Power BI Modernization
Faster, always-fresh reports and one governed set of metrics, instead of conflicting models and refresh delays.
We migrate Import and DirectQuery models to DirectLake, consolidate overlapping semantic models into governed shared datasets, and set up deployment pipelines across dev, test, and production.
Fabric Migration
A clean path off Synapse dedicated pools, SSIS, and on-prem warehouses, with reports and pipelines running until the cutover is proven.
We assess your current estate, map each workload to its Fabric equivalent or its Databricks home, and migrate in phases with parallel validation.
With Databricks, when the lakehouse leads
Lakehouse Engineering at Scale
Petabyte-class pipelines and transformations on Azure Databricks, for the workloads that need serious compute.
We build Delta Lake lakehouses with Delta Live Tables pipelines and Photon-accelerated processing: declarative, tested data engineering that scales to your heaviest workloads.
ML & AI on Databricks
Feature engineering, distributed training, and the MLflow lifecycle where your data already lives.
For ML workloads that belong next to the lakehouse, we build on Databricks: feature pipelines, distributed training, and MLflow experiment tracking and registry.
Unity Catalog Governance
One governance plane across every workspace: who touched what data, when, and why, answerable in seconds.
We implement Unity Catalog for centralized access control, lineage, and audit across your Databricks estate, and align it with Purview so governance reads as one story.
Databricks + Fabric, Better Together
The two-platform architecture: Databricks does the heavy engineering, Fabric serves the business, no copies in between.
We mirror Unity Catalog into OneLake with shortcuts, so data engineered on Databricks lands in Power BI, Fabric data agents, and the ontology without duplication.
Azure data services, where Fabric is not the fit yet
Data Engineering
Reliable, self-updating data pipelines that keep every source current, so teams act on fresh data instead of stale extracts.
We build metadata-driven Data Factory pipelines and Databricks notebooks with incremental loads and change data capture, so ingestion scales to new sources through configuration.
Streaming & Event Processing
Insight the moment data arrives, so operations react to events in real time instead of waiting for tomorrow's report.
We ingest events through Event Hubs, apply windowed aggregations in Stream Analytics, and stand up event-driven architectures that react to data as it arrives.
Data Warehousing
A well-modeled warehouse that answers questions in seconds and scales as you grow, migrated cleanly off aging on-prem systems.
We design dimensional models, tune Synapse for distribution, indexing, and partitioning, and migrate on-prem warehouses with validated, reconciled cutovers.
Data Governance & Compliance
Data people can find, trust, and use safely, with catalog, lineage, and HIPAA, FERPA, and FedRAMP-aligned controls built in.
We scan and classify data with Purview, build a catalog and business glossary, map end-to-end lineage, and enforce access policies aligned to HIPAA, FERPA, and FedRAMP.
Ready for a YOUR ASSESSMENT?
Start with a readiness assessment to evaluate your current estate and build a transformation roadmap.
BOOK YOUR ASSESSMENT→