MJ Insight

Capabilities

AI and data, from strategy to production.

We help organizations put AI to work—agents, copilots and intelligent automation—on data platforms they can trust, and we stay to run what we build.

AI agents & copilots

Generative AI creates value when it is grounded in governed data and wired into real work. We design, build and measure assistants and agents that answer questions, draft documents and take action—inside your security model.

Read: Is your data ready for AI agents?

What we deliver

  • AI use-case discovery, business cases and readiness assessments
  • Copilot Studio agents and multi-agent orchestration for operations, finance and customer service
  • Generative AI applications with retrieval over your documents and data (Azure OpenAI and Claude models)
  • Copilot in Power BI and Microsoft Fabric data agents for natural-language analytics
  • Model Context Protocol (MCP) integrations that connect agents to enterprise systems
  • Evaluation sets, guardrails, human-in-the-loop approvals and monitoring
  • Responsible-AI controls: privacy, data residency and audit trails
  • Copilot Studio
  • Azure OpenAI
  • Claude
  • Fabric data agents
  • MCP
  • Azure AI Search

Intelligent automation & RPA

Automate the repetitive work between systems by combining robotic process automation, document AI and agents—with the controls to run hundreds of automations safely.

See client impact

What we deliver

  • Process discovery and prioritization with process mining and task mining
  • Robotic process automation with Power Automate desktop flows for legacy and web applications
  • Document processing with AI Builder and Azure AI Document Intelligence: invoices, forms and claims
  • Agentic automation: AI agents that hand off to flows—and to people when judgment is needed
  • Approvals and exception handling in Teams and Outlook
  • Monitoring, error handling and an automation Center of Excellence
  • Power Automate
  • Desktop flows (RPA)
  • Process mining
  • AI Builder
  • Document Intelligence
  • Copilot Studio

Data & AI strategy

Start with the decisions that matter. We help leadership teams decide where data and AI will pay back, what to build first and how to govern it.

Discuss your roadmap

What we deliver

  • Data and AI maturity assessments with a prioritized opportunity map
  • Target architecture and platform selection
  • KPI frameworks with owners, thresholds and review cadences
  • Data governance, security and responsible-AI policies
  • Operating model: roles, Center of Excellence and adoption plans
  • Phased roadmaps with business cases for each wave
  • Assessment
  • Roadmap
  • KPI framework
  • Governance
  • Operating model

Microsoft Fabric

Microsoft Fabric brings data engineering, warehousing, real-time analytics and Power BI together on OneLake. We help you adopt it deliberately—without disrupting the reports your business depends on.

Read: A pragmatic path to Microsoft Fabric

What we deliver

  • Fabric readiness assessments, capacity sizing and cost governance
  • Lakehouse and warehouse design using a medallion (bronze, silver, gold) architecture
  • Migration from Power BI Premium, Dataflows Gen1, Azure Synapse and legacy SQL
  • Data Factory pipelines and Dataflows Gen2 with monitoring and alerting
  • Direct Lake and import semantic models tuned for performance
  • Git integration, deployment pipelines and a DEV / TEST / PROD environment strategy
  • Real-time alerts and automated actions with Fabric Activator
  • OneLake
  • Lakehouse
  • Warehouse
  • Data Factory
  • Dataflows Gen2
  • Direct Lake
  • Activator

Power BI

Power BI is where most decisions are actually made. We build models and reports that are fast, consistent and secure at enterprise scale—and that finance, operations and executives trust.

Read: Row-level security that scales

What we deliver

  • Enterprise semantic models: star schemas, DAX and calculation groups
  • Dynamic row-level and object-level security keyed to Microsoft Entra ID
  • Performance optimization for slow models, refreshes and reports
  • Executive reporting to IBCS standards, with accessibility built in
  • Tableau-to-Power BI migrations
  • Version control with PBIP, PBIR and TMDL, and automated deployment
  • Governance, certified datasets, usage monitoring and Center of Excellence setup
  • DAX
  • TMDL
  • PBIP / PBIR
  • Row-level security
  • Paginated reports
  • Deployment pipelines

Power Platform

Low-code is how operations teams digitize at speed. We make it safe to scale—with environment strategy, security and application lifecycle management that IT can stand behind.

See client impact

What we deliver

  • Canvas and model-driven Power Apps on Dataverse
  • Power Automate cloud flows, approvals and orchestration
  • Environment strategy, security roles and data-loss-prevention policies
  • Application lifecycle management with Azure DevOps: solutions, pipelines and source control
  • Integration with Azure Functions, Logic Apps and line-of-business systems
  • Center of Excellence and citizen-developer enablement
  • Power Apps
  • Power Automate
  • Dataverse
  • Azure Functions
  • Logic Apps
  • Azure DevOps

Data engineering

Reliable analytics and AI start upstream. We engineer pipelines and data models across the platforms you already run, and we prove the numbers tie out before anyone relies on them.

See client impact

What we deliver

  • Azure Data Factory and Fabric pipelines
  • Databricks lakehouse engineering, Unity Catalog and SQL warehouses
  • Snowflake, SQL Server and Azure SQL data modeling
  • dbt transformations with tests, documentation and lineage
  • Salesforce, ERP and operational system integration
  • Data-quality rules, source reconciliation and schema-change monitoring
  • CI/CD for data with Azure DevOps and GitHub
  • Azure Data Factory
  • Databricks
  • Snowflake
  • dbt
  • SQL
  • Python
  • Salesforce

Managed analytics

After go-live, analytics and AI need owners. We provide ongoing support, continuous enhancement and dedicated delivery capacity—led by MJ Insight and accountable to your priorities.

Discuss an engagement

What we deliver

  • Refresh monitoring and incident response with agreed service levels
  • Month-end and quarter-end reporting support
  • Backlog management and continuous enhancement
  • Dedicated Power BI, Fabric, automation and AI developers, led by MJ Insight
  • Documentation, runbooks and knowledge transfer
  • Flexible engagement: fixed scope, retainer or time and materials, in CAD or USD
  • Fixed scope
  • Retainer
  • Time & materials
  • Team extension

Start a conversation

Let’s talk about your data and AI agenda.

Tell us where you are today and what you need to decide next. A senior consultant will respond within one business day.

Contact us