AgenorIT
AgenorIT
DATA & AI PILLAR OVERVIEW

Data, Microsoft Fabric & AI Consulting

Unify fragmented corporate data into one governed Microsoft Fabric data estate, deliver executive analytics with Power BI Direct Lake, and engineer production AI applications grounded in your approved business facts.

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Microsoft Fabric OneLake Architecture
OneLake
Microsoft Fabric OneLake ArchitectureData Ingestion Layer (OneLake Shortcuts & Pipelines)SQL Databases · REST APIs · Streaming IoT Telemetry · SaaS ConnectorsMicrosoft Fabric OneLake (Medallion Architecture)Bronze LayerRaw Ingested DataDelta Parquet AppendSilver LayerCleaned & ConformedSchema ValidationGold LayerStar Schema ModelDirect Lake ReadyPower BI AnalyticsDirect Lake Low Latency DashboardsAI & Fabric CopilotNatural Language SQL & Data Agents
Unified Microsoft Fabric medallion data lakehouse architecture processing batch and streaming telemetry into Gold star-schema semantic models.

What AgenorIT Delivers in Data, Fabric & Applied AI

AgenorIT builds end-to-end data and artificial intelligence solutions for Australian enterprises. We deploy Microsoft Fabric OneLake lakehouses, engineer robust automated data pipelines, deliver high-performance Power BI semantic models, and develop production generative AI applications with strict security boundaries.
AgenorIT Engineering Practice
Data & AI Practices

Specialised data platform and AI services

Five integrated capabilities that turn raw enterprise data into predictive intelligence and automated operations.

Priority Practice

Microsoft Fabric

Lakehouse and OneLake data estate implementation.

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Data Engineering

Pipelines and medallion architecture.

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Power BI & Analytics

Semantic models and executive reporting.

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Priority Practice

Production AI Applications

RAG systems on approved enterprise data.

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Priority Practice

AI Agents & Automation

Autonomous workflows with human oversight.

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Technical FAQ

Data, Microsoft Fabric & AI FAQs

Direct engineering answers to common technical and commercial queries.

Microsoft Fabric eliminates data duplication by consolidating data engineering, data warehousing, real-time analytics, and Power BI reporting into a single SaaS lakehouse (OneLake) running on open Delta Parquet format.
We build Retrieval-Augmented Generation (RAG) architectures with semantic search grounding, strict prompt guardrails, and automated evaluation frameworks that ensure AI answers are strictly backed by verified citations.
Yes. Fabric Real-Time Intelligence and Eventhouse capabilities allow high-frequency telemetry, IoT events, and transactional logs to be ingested and analysed with sub-second query latency.
We deploy enterprise Azure OpenAI instances where customer data is never used to train public models, combined with Microsoft Entra role-based access control filtering document retrieval.
Data engineering builds the underlying ingestion pipelines, lakehouse medallion layers, and data models. Data analytics designs the executive Power BI dashboards, semantic measures, and decision-support visualisations.
Direct Senior Engineering Access

Ready to activate your enterprise data estate?

Schedule a technical consultation with our lead data and AI engineers in Melbourne to evaluate your data architecture and AI use cases.

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Melbourne-based senior engineersStrict confidentialityDirect technical scoping