Podcast Episode: Data, Cloud, and AI for SMBs

Pip: Cooper Mann Consulting has a recurring thesis: before you chase the shiny thing, make sure the foundation underneath it can hold the weight.

Mara: Joanie Mann covers a lot of ground in these posts โ€” QuickBooks reporting infrastructure, cloud resilience for smaller businesses, Microsoft Fabric as a data platform, and what it actually takes to make AI useful.

Pip: Let's start with the reporting question, because it turns out QuickBooks alone may not be enough.

Reporting Beyond QuickBooks Enterprise

Mara: The core tension here is that QuickBooks Enterprise Desktop is genuinely capable software โ€” cost-effective, flexible, widely used โ€” but its built-in reporting has a ceiling.

Pip: The post puts it plainly: "Many businesses eventually outgrow the reporting capabilities available directly inside QuickBooks Enterprise Desktop." That's the inflection point the whole piece is built around.

Mara: And the consequence is concrete. When you hit that ceiling, you're not necessarily shopping for a new accounting system. You're looking at extending what you have โ€” pulling QuickBooks data into Azure infrastructure and surfacing it through Power BI.

Pip: Which is a meaningfully different conversation than "time to rip and replace."

Mara: Right. The post walks through what that extension actually delivers: custom report design, consolidation of data from other operational systems, interactive dashboards, automatic data refreshes across devices, and handling for larger datasets using Azure's elastic infrastructure.

Pip: That last one matters for businesses that have been running long enough to accumulate serious data volume โ€” the reporting slows down before anything else does.

Mara: The scalability argument carries through to a companion piece, Unlocking Insights in QuickBooks Enterprise Data, which frames this as an AI-readiness question too. Once QuickBooks data is centralized in a governed data warehouse or lakehouse, it can feed forecasting and anomaly detection โ€” not just dashboards.

Pip: So the reporting upgrade and the AI foundation are the same project, just described at different stages.

Mara: And a third piece, Unlock KPIs and Improve Reporting with QuickBooks, backs up to the starting line: businesses that haven't yet captured the right operational data can't build meaningful KPIs from it. The post makes the point directly โ€” "No data means no KPIs." You have to get the data right before the reporting layer has anything real to work with.

Pip: Which is a polite way of saying the ledger cards have to go first.

Mara: That thread connects directly to the cloud question โ€” where the data lives shapes what you can do with it.

Cloud Flexibility as a Business Strategy

Mara: The cloud resilience post reframes what resilience actually means for a small or midsized business today.

Pip: The post puts it this way: "Cloud flexibility won't remove uncertainty, but it can change how the business faces it… from reacting under pressure to responding with confidence, agility, and control."

Mara: What that looks like in practice is scaling resources seasonally, enabling secure remote access, deploying tools faster, and strengthening backup and recovery โ€” without rebuilding the technology foundation each time something shifts.

Pip: And the post is careful to say this doesn't have to happen all at once. You start where the value is most immediate.

Mara: That phased framing is what makes the cloud conversation feel like a business decision rather than an infrastructure project. Speaking of infrastructure โ€” Microsoft Fabric is where that foundation gets built.

Microsoft Fabric for Growing Businesses

Pip: The Fabric post is aimed squarely at businesses drowning in spreadsheets โ€” which is most of them.

Mara: The framing is direct: Azure data platforms and Microsoft Fabric can replace "spreadsheet chaos" with a centralized analytics environment, eliminating file version issues and the need for manual consolidation entirely.

Pip: So the upshot is a live business dashboard pulling from QuickBooks, Shopify, HubSpot, Square โ€” whatever the business already uses โ€” without custom integrations.

Mara: And the post emphasizes that getting started doesn't require a dedicated data team. That's the practical threshold for most small businesses. Which brings us to the question of what happens when AI enters that environment.

Fix the Data Before AI Touches It

Mara: The AI posts share a single argument: AI doesn't fix bad data, it scales it.

Pip: Fix the Data, Then Let AI Scale It puts the problem in terms any field-service business will recognize โ€” jobs marked complete in one system but not invoiced in another, customers duplicated across platforms, manual spreadsheet patches holding the whole thing together.

Mara: The post is direct about the consequence: "Imagine training your AI on this data. It isn't going to resolve the data issues or repair them, it will repeat them at scale."

Pip: That's the part AI vendors tend to skip in the demo.

Mara: Data Is the Real Competitive Advantage extends the argument beyond any specific software stack. It asks four questions worth sitting with: Do you trust your core business data today? Can you explain where key numbers come from? Are your processes documented and consistently followed? Do you have a single, reliable version of the truth?

Pip: If the answer to any of those is no, the post's advice is clear โ€” fix the data first, then consider the AI layer.


Mara: The thread across all of this is the same: the foundation has to come before the capability built on top of it.

Pip: Data before AI. Cloud before scale. Reporting infrastructure before the dashboard you actually want. Next time, we'll see what else is in the queue.

Advance Your Analytics and Reporting for QuickBooks Enterprise Desktop

Office workers analyzing business data and graphs on multiple computer monitors

QuickBooks Enterprise Desktop remains a strong fit for businesses that need more functionality and flexibility than Intuitโ€™s online editions provide. Its cost is far lower than most ERP systems, and with the right add-ons, extensions, and reporting infrastructure, it can support sophisticated accounting, inventory, manufacturing, and operational needs. For many QB Enterprise customers, the next opportunity is not replacing QuickBooksโ€”it is strengthening the analytics and reporting environment around it.

Many businesses eventually outgrow the reporting capabilities available directly inside QuickBooks Enterprise Desktop. They may need more flexible dashboards, consolidated operational data, cleaner KPI definitions, or faster access to information across departments. An external reporting approach can address those needs by extending QuickBooks data into a broader analytics environment.

Mendelson Consulting and Noobeh recommend using Microsoft Azure data infrastructure and Power BI to create a single source of truth for analytics and reporting. In this model, QuickBooks Enterprise Desktop and other operational systems feed a governed reporting foundation, so leaders can work from consistent data, trusted metrics, and timely insight when decisions need to be made.

QuickBooks provides useful built-in reports, but an external reporting approach can deliver deeper customization, broader data integration, and more advanced analytics. With Mendelson Consultingโ€™s support, businesses can build a reporting foundation that combines QuickBooks data with information from other operational systems, giving leaders a more complete view of performance.

For organizations that rely on QuickBooks Enterprise Desktop every day, an external reporting strategy can turn accounting and operational data into a more flexible, scalable decision-support system. The following benefits explain why many growing businesses choose to extend QuickBooks reporting with Azure data infrastructure and Power BI.

Why should a business with QuickBooks Enterprise Desktop consider using an external reporting approach alongside QuickBooks?

Advanced Customization

Power BI allows you to design reports that provide exactly the insights youโ€™re looking for, tailoring reports to align with your specific needs and metrics.

Data Consolidation

If your business uses other software systems or databases in addition to QuickBooks Enterprise Desktop, we can help connect to and consolidate data from those sources into a single reporting environment, giving you a holistic view of your businessโ€™s performance.

Data Visualization

Power BI has sophisticated data visualization capabilities, allowing you to create interactive charts, graphs, and dashboards. These visual elements can help you interpret data more easily and make informed decisions.

Cross-Platform Reporting

Noobeh creates Azure data infrastructure that enables automatic refreshes for Power BI data, giving teams access to current reports and analytics across devices and platforms. Power BIโ€™s web and mobile access helps leaders monitor performance from anywhere while giving remote and mobile users more timely information.

Data Transformation

Using tools with data transformation and cleansing features, Mendelson Consulting and Noobeh can enable preparation of data for reporting without altering the original data in QuickBooks or other original sources.

Large Dataset Handling

For businesses with substantial amounts of data, Noobeh uses Azure elastic data infrastructure to handle larger datasets more efficiently and with greater agility, providing for faster reporting performance.

Long-Term Scalability

As your business grows, your reporting needs will become increasingly complex. Power BI, supported by a strong data infrastructure foundation, can scale to accommodate greater data volume, more complex reporting requirements, and broader analytics needs.

Microsoft Fabric, Azure, and Power BI can provide the foundation for a strong analytics environment, but successful implementation requires planning, data modeling expertise, security design, and ongoing support.

Working with an experienced team helps reduce the learning curve and ensures the reporting foundation is built for reliability, usability, and scale. Mendelson Consulting and Noobeh can help build the data infrastructure and reporting environment needed to turn QuickBooks Enterprise Desktop data into stronger analytics, clearer business intelligence, and better decisions.

Together, Mendelson Consulting and Noobeh bring a rare combination of strengths: deep QuickBooks Enterprise Desktop expertise, practical accounting and operational knowledge, and advanced Microsoft cloud and data infrastructure capabilities. That combination matters because effective reporting is not just a technology projectโ€”it requires understanding how the business runs, where the data originates, what leadership needs to see, and how to build a scalable foundation that can grow with the organization.

With Mendelson Consultingโ€™s decades of experience helping QuickBooks Enterprise customers solve real business challenges and Noobehโ€™s expertise in Azure data infrastructure, Microsoft Fabric, and Power BI, businesses gain more than dashboards. They gain a trusted team that can design, build, and support a reporting environment grounded in clean data, meaningful KPIs, and actionable insight.

Let Mendelson Consulting and Noobeh help turn your QuickBooks Enterprise Desktop data – and the data across your broader operations – into a connected analytics platform that supports better decisions today and scales for tomorrow.

If your team is ready to move beyond static reports and gain faster, clearer insight from QuickBooks Enterprise Desktop and your broader operational data, contact Mendelson Consulting to start building a reporting foundation that supports better decisions today and scales with your business over time.

High-Value Uses of Microsoft Fabric for Small and Growing Businesses

Small business owners around the country are finding increasing value in working with Noobeh to leverage the benefits of Microsoft Azure platform and Microsoft Fabric, with practical scenarios that deliver real benefits without enterprise-level complexity.

Eliminate Spreadsheet Chaos

As an example, Azure data platforms and Microsoft Fabric can replace โ€œspreadsheet chaosโ€ with a centralized analytics environment. This approach eliminates file version issues and totally eliminates the need for manual consolidation. Also, where Excel isnโ€™t exactly a real-time reporting engine, this new approach could be.

For finance, sales, project management, and operational teams drowning in spreadsheets, Microsoft Fabric lets you store all your data in one place, have dashboards that refresh automatically, and virtually eliminate the wrangling of manual spreadsheets.

Automating data collection from apps already in use

Many businesses have adopted web-based applications and services for their businesses, which has created more data silos where valuable information is stored. A typical small business might use a variety of online tools like:

  • QuickBooks / Xero
  • Shopify / WooCommerce
  • HubSpot / Mailchimp
  • Square / Stripe
  • ServiceTitan / Jobber

In many cases, Noobeh can use the Microsoft platform to connect to these systems so you can select and pull data automatically and on schedule, replacing manual exports to get updated data. This approach allows you to build a live business โ€œcontrol panelโ€ without having to pay to develop custom application integrations.

Imagine having a unified business dashboard that could provide your business with a single source of truth, showing sales performance, cash flow and invoice status, inventory levels, progress on projects or jobs, various important operational KPIs, or even marketing funnel metrics.

When Microsoft Fabric and Azure Data Infrastructure Work for Small Business

For Noobeh clients, getting started with Microsoft Fabric and Azure data infrastructure services doesnโ€™t take a lot of engineering to get started.  If your business struggles with scattered, inconsistent, or manually managed data, Noobeh can deliver the solution with Microsoft Fabric and Azure platform services. Thereโ€™s a solution for when you use multiple SaaS or SaaS and desktop applications, or even just multiple desktop applications, and you need combined reporting. There is a solution for leadership who wants a unified business dashboard, and there is a solution when there is interest in future AI but no clean data layer yet.

With Noobeh and Microsoft Fabric and Azure data infrastructure, you donโ€™t need a dedicated data team. Fabricโ€™s low-code tools, Power BI and Copilot make it all available, and Noobeh helps you get it going.

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Unlocking Insights in QuickBooks Enterprise Data

Businesses of all sizes are under pressure to turn their data into actionable intelligence.

As organizations adopt modern analytics platforms like Microsoft Power BI and Microsoft Fabric, the ability to unify, govern, and analyze data across systems is no longer optionalโ€”itโ€™s foundational.

High-quality, connected data enables leaders to move beyond intuition and toward AI-assisted, insight-driven decision-making across the organization.

While enterprise companies have long relied on sophisticated ETL platforms, small and mid-sized businesses are often left behind. Many still depend on manual exports, spreadsheets, and point-to-point integrations that are brittle, time-consuming, and fundamentally incompatible with AI and advanced analytics. These approaches create data silos, limit scalability, and make it difficult to trust the results.

Mendelson Consulting and the Noobeh Cloud Services team help SMBs modernize their data foundations using Microsoft Fabric and Azure.

By deploying and supporting core business systemsโ€”such as QuickBooks Enterprise Desktop, Acctivate Inventory, Sage ERP, MISys Manufacturing, and othersโ€”within the Microsoft cloud ecosystem, we position application data for seamless ingestion into Fabricโ€™s OneLake, enabling analytics, reporting, and AI workloads to work from a single, governed source of truth.

Modern data platforms like Fabric bring together data integration, engineering, warehousing, real-time analytics, and BI into a unified experience. This matters because growing businesses donโ€™t just have more data; they have more types of data. Financial systems, inventory and manufacturing platforms, operational tools, and external data sources all need to be analyzed together to deliver meaningful insights and support AI models.

Even traditionally desktop-bound systems such as QuickBooks Enterprise can be extracted, structured, and integrated into a Fabric-backed data warehouse or lakehouse. Once centralized, this data can be enriched with operational and external data, exposed through Power BI, and used to power AI-driven insights, forecasting, and anomaly detection.

A successful analytics and AI strategy starts with the right data architecture.

Before businesses can leverage copilots, predictive models, or intelligent automation, they must first collect, organize, and govern their data at scale. Mendelson Consulting and Noobeh provide the expertise to build that foundation, helping businesses move from disconnected reporting to a future-ready, AI-enabled analytics platform.

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Fix the Data, Then Let AI Scale It

For SMBโ€™s Using Solutions like QuickBooks Online, Service Titan or Jobber, High-Quality Data Is Critical for AI

Many small and mid-sized businesses now run on a combination of operational and financial tools. A typical stack might be QuickBooks Online (QBO) for accounting plus Service Titan or Jobber for field operations. Noobeh helps these businesses centralize their data, making it available for analysis and AI.

What we increasingly find is that various AI vendors promise AI-powered forecasting, automation and insights, but AI does not create clarity on its own. When data across these systems is inconsistent or poorly structured, AI simply automates confusion. To get real value from AI, SMBs must first ensure their data is accurate, aligned, and trustworthy.

The Reality of Disconnected SMB Systems

For these small businesses, each system serves a different purpose. QuickBooks tracks financial transactions, revenue, and expenses, where Service Titan or Jobber manages the jobs, customers, technicians and billing. There may be problems lurking in these various systems, and it is often revealed when the data is centralized and made ready for reporting and AI-enabled analytics.

These problems arise when the same business conceptsโ€”customers, jobs, revenue, costsโ€”are represented differently in each system. Common examples of this include jobs marked as complete in Service Titan or Jobber but not fully invoiced in QBO, or customers duplicated or named differently across platforms, or any situation where manual spreadsheet adjustments are needed to make the reports work.

Imagine training your AI on this data. It isnโ€™t going to resolve the data issues or repair them, it will repeat them at scale.

A Practical AI-Ready Data Path for SMBs

Before deploying AI features across QBO, Service Titan or Jobber, our consulting teams help our clients focus on making sure the data is ready by cleaning and standardizing QBO financial data and ensuring jobs, customers, and invoices align across systems. Our cloud services team leverages Azure platform services to create automation and eliminate manual spreadsheets and workarounds. Then we centralize the data in Microsoft Fabric, creating a single source of truth allowing reports to be validated prior to laying AI on top. This approach turns AI from a grand experiment into a dependable business tool.

Trust Is the Real Measure of AI Success

AI only delivers value when business owners, finance teams, and operators trust the outputs. That trust comes from seeing numbers that reconcile, reports that make sense, and predictions that align with reality. When this alignment occurs through high-quality data, AI forecasts become credible and insights are explainable. Decision-making improves consistently.

Fix the Data, Then Let AI Scale It

AI can help SMBs compete with much larger organizationsโ€”but only when itโ€™s built on a strong data foundation. QuickBooks Online, Service Titan, Jobber, and Microsoft Fabric form a powerful stack, but their value depends on data quality and alignment.

For SMBs, the winning strategy is clear: fix the data first, then let AI scale whatโ€™s already working.

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Unlock KPIs and Improve Reporting with QuickBooks

It is surprising how many businesses still keep boxes of 3×5 ledger cards with customer and vendor information on them. More likely than the card box, the business may be storing its essential customer billing and vendor product information in the accounting system because that is the system they have.

These growing businesses need a better system to capture more information that delivers greater detail for accounting and reporting purposes. Just as likely, the business has other information it should and possibly could be capturing but isnโ€™t sure about what steps to take next.

When details that inform a process are not part of an integrated system, it creates greater potential for lost or inaccurate data. The larger the volume, the more difficult and error-prone managing the information becomes.  

Business needs more detailed information aboutโ€ฆ everything.

Businesses may need to track time for payroll or jobs or both, job tracking may be a requirement, inventory tracking or more detailed inventory management may all be areas for greater attention. Mendelson Consulting can help develop these capabilities by making sure the business is using the right software, and then enabling the functionality needed to support the workflow and capture more and better data.

No data means no KPIs.

More and better data means more information to fuel KPI reporting. Key performance indicators can reflect operational performance in a variety of areas and may help identify where improvements are required.

Using data from the accounting and operational systems, businesses of all sizes measure their effectiveness using KPIs to evaluate the successes โ€“ or failures โ€“ of their processes and activities.

Mendelson Consultingโ€™s team of QuickBooks Enterprise Experts and ERP consultants provide guidance, implementation and training, and report development to get beyond bookkeeping to proper processes that result in good accounting data. Mendelson’s cloud services team – Noobeh – sets it all up on Microsoft Azure, where data connectors, data warehouses and Microsoft Fabric weave it all together.

Whether just starting out or an enterprise or franchise expanding at a national or global level, we help businesses do more with their systems and software. We understand each stage of business and how to help our clients reach their next best level.

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