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    • Microsoft Dynamics
      • D365 Finance & OperationsManage finance, supply chain, and ops with a scalable ERP for complex organizations.
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        • Data consultingAssess data needs, define strategy, and improve analytics maturity.
        • Data integrationConnect systems and data sources to create consistent information flows.
        • Data migrationMove from legacy systems to Dynamics with cleaner data and less disruption.
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      • Financial servicesImprove compliance, reporting, and customer service with secure, connected financial systems.
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  • Products
        • Enterprise analytics by Veratas
          • MetrixsReporting and analytics platform for Microsoft Dynamics 365 and Project Operations. Turns operational data into clear dashboards, metrics, and business insights.
        • Metrixs accounts receivable dashboard
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          • AdverroDigital signage software for managing screens, content, and announcements across locations. Keeps messaging current, consistent, and easy to control.
        • Adverro content management dashboard
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    Gaurav Aggarwal

    Cloud and enterprise architect with 17 years of experience across data platforms, integration and application development. Focus areas include Azure architecture, cloud-native application design, and ERP to data platform integration.

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    • Gaurav Aggarwal
    Two panels comparing an AX 2012 upgrade: carries across the database upgraded in place with full transactional history and configuration and master data, rebuilt covers overlayered code as extensions, integrations against new patterns and operations on a shared model, with a note that upgrade runs only from R2 or R3 and not from virtual companies or data partitions
    Dynamics 365

    AX 2012 to Dynamics 365: what upgrades and what gets rebuilt

    September 23, 2026 Gaurav Aggarwal No comments yet

    AX 2012 to Dynamics 365 has an upgrade path, but only from R2 or R3 and not for every system. What carries across, what is rebuilt, and when to start again.

    Two cards comparing what exists before anything runs: AKS shows six nodes recommended for production before the first request, Container Apps shows zero because it scales to zero with nothing to patch while idle, and AKS earns its place with API access or deny-by-default network policy
    Azure

    Container Apps vs AKS: the choice is who runs it

    September 15, 2026 Gaurav Aggarwal No comments yet

    Container Apps vs AKS is usually settled by habit. Microsoft names two narrow reasons to need AKS, and neither is that the application is cloud-native.

    Four Dynamics 365 integration options as an ascending ladder: do not copy using a virtual table, copy on a schedule, copy on an event, and copy both ways with dual-write, which also carries a Dataverse schema change
    Dynamics 365

    Dynamics 365 integration patterns: copy or connect

    September 9, 2026 Gaurav Aggarwal No comments yet

    Dynamics 365 integration patterns start with one question: does the data get copied at all? Dual-write is a schema change, not a connector you switch on.

    Decision diagram from the question what do we do if this does not arrive, branching to two answers: nothing, meaning it is an event for Event Grid or Event Hubs, and reconcile, raise a ticket or re-send, meaning it is a command for Service Bus.
    Azure

    Azure messaging services: the choice is command or event

    September 1, 2026 Gaurav Aggarwal No comments yet

    Choosing between Azure messaging services starts with one question: is this a command or an event? Answer that and the product choice mostly makes itself.

    Diagram of the same patch window under two designs: a synchronous interface where order entry waits for an answer from a stock system in maintenance and stops, and an asynchronous one where order entry uses the last known value and continues.
    Dynamics 365

    ERP integration patterns: real time is usually the wrong answer

    August 25, 2026 Gaurav Aggarwal No comments yet

    ERP integration patterns get decided by one word in a requirements document. Nine patterns, what each one costs you, and why asynchronous usually wins.

    Diagram contrasting four dashed subscription boxes labelled UK, US, DE and SG each holding a fragment of the same application, against a single subscription containing the whole application, with a note that consolidating cut the subscription count by more than half.
    Azure

    Azure subscription design: four triggers, none of them regional

    August 20, 2026 Gaurav Aggarwal No comments yet

    Azure subscription design has four triggers for a new subscription, and none of them is a region. What a subscription is really a boundary for, and why.

    Azure spend by category, with untagged spend the largest single line on the bill
    Azure

    Azure cost optimisation starts at provisioning, not at the invoice

    August 14, 2026 Gaurav Aggarwal No comments yet

    Azure cost optimisation is usually treated as a reporting problem. It is a provisioning problem. The controls that stop spend drifting before it starts.

    Azure management group hierarchy: tenant root above platform, landing zones and sandbox, with vended subscriptions beneath
    Azure

    Azure landing zone accelerator or custom build: which path fits your team

    August 10, 2026 Gaurav Aggarwal No comments yet

    An Azure landing zone accelerator deploys Microsoft’s reference architecture as code. When that is the right call, when a custom build is, and what decides it.

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    Categories

    • Azure (9)
    • Copilot & AI (5)
    • Data governance (3)
    • Data strategy (1)
    • Dynamics 365 (7)
    • Microsoft Fabric (8)
    • Power BI (1)
    • Power Platform (6)

    Recent posts

    • Two panels comparing an AX 2012 upgrade: carries across the database upgraded in place with full transactional history and configuration and master data, rebuilt covers overlayered code as extensions, integrations against new patterns and operations on a shared model, with a note that upgrade runs only from R2 or R3 and not from virtual companies or data partitions
      AX 2012 to Dynamics 365: what upgrades and what gets rebuilt
    • Horizontal bar showing where the first-year budget goes on a 50 to 150 user finance and operations implementation: licences 10 to 15 percent, services, data, integration and change 85 to 90 percent
      Finance and operations implementation: what it really costs
    • Three stacked layers showing where access is decided in Microsoft Fabric: a dashed domain box that labels and delegates but controls no access, a solid workspace layer where roles decide who gets in, and an item and data layer covering permissions and row and column security
      Fabric governance: domains do not control access

    Tags

    Azure analytics Azure Databricks Azure Data Factory Azure VMware Solution Microsoft Fabric Microsoft Purview Power BI
    Veratas

    Veratas empowers businesses with advanced analytics and tailored software solutions in the Microsoft ecosystem. From Dynamics 365 to Microsoft Fabric, we help organizations unlock insights, optimize performance, and drive growth.

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