Tag: Microsoft fabric

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Fix the Data, Then Let AI Scale It

For SMB’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 concepts—customers, jobs, revenue, costs—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 isn’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 organizations—but only when it’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 what’s already working.

jm bunny feetMake Sense?

J

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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 isn’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 about… 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 – or failures – of their processes and activities.

Mendelson Consulting’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.

jm bunny feetMake sense?

J

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Cloud and Digital are Transforming Business

Businesses, whether small or large, must change how they operate. They need to find ways to leverage the technologies and influences shaping society. Transformation is essential for companies to face today’s rapidly changing environment and embrace the opportunities it provides. This means mapping out a strategy and prioritizing activities which will fundamentally shift the operation towards greater intelligence and agility.

Digital transformation is about changing how businesses operate at a foundational level. It involves transforming processes and capabilities. This is done to leverage digital technologies across all strata of the business. 

Change in business is an ongoing process and not a one-time activity.

Transformational change is enabled in large part by cloud technologies. Cloud computing solutions are in high demand. They allow businesses to scale easily and affordably. They also provide the mobility and remote access that workers require. 

More fundamentally, cloud computing services improve collaboration by users. They also enhance collaboration by applications. This improvement enables seamless integration of functionality and data from various sources.

Microsoft Azure platform provides infrastructure and services previously available only to larger businesses and enterprise IT departments. Noobeh, Mendelson’s cloud services team, uses Microsoft Azure to deliver SQL data warehouses for structured data. It provides data lakes for the storage of unstructured and different data types. The Azure Data Factory and Microsoft Fabric are used to transport, transform, and weave it all together.

Converged wired and wireless networks and smarter telephony solutions deliver location and usage data that were not previously available to most IT departments. Today’s imaging technology can easily reduce a picture to searchable and identifiable metadata. The introduction of IoT brings an even further integration of data from virtual and physical realms. This enhances potentials for intelligence. It also improves understanding and interaction.

Mendelson Consulting recognizes that true transformation is guided by the vision and objective but is supported through operational efforts.

The collection of data for inspection and analysis is the first requirement. Only through the proper establishment of processes and workflow is the required information developed.

Mendelson Consulting partners with businesses to define the scope and strategy for advancing into the digital future. They take fundamental steps to introduce greater agility in platforms and services. These platforms and services support an ever-changing business environment. They also ensure visibility, which drives greater business intelligence and operational insight.

jm bunny feetMake Sense?

J