Category: Information management

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The Rise of AI in Small Business Operations

Three professionals discussing holographic data displays in an open office environment

AI is no longer just a big-business advantage. Small businesses are adopting it quickly to save time, streamline everyday work, and help their teams get more done, not replace them. For companies trying to do more with less, that appeal is hard to ignore.

Depending on the study, AI adoption among small businesses is estimated anywhere from 58% to 89%. The common thread is clear: business owners are using AI to automate repetitive tasks, boost productivity, and free up employees for higher-value work. Generative AI is especially gaining traction, with usage now nearly double the 2023 rate.

Here’s what the latest research tells us:

  • U.S. Chamber of Commerce: Generative AI is becoming mainstream for small businesses. Nearly 60% now use it (more than twice the 2023 rate) and 82% of AI-using businesses also added employees over the past year.
  • JPMorgan Chase Institute: Newer businesses appear to be moving fastest. The institute found that 2025 startups reached 10% AI adoption within their first six months, showing how quickly AI is becoming part of the modern startup toolkit.
  • Goldman Sachs 10,000 Small Businesses Voices: Adoption is high, but deep integration is still a work in progress. While 76% of small businesses use AI, only 14% have fully built it into core operations.
  • ICIC Research: The benefits are showing up inside the workplace, too. More than 60% of owners say AI has improved employee productivity and job satisfaction, though data privacy and limited technical expertise remain real hurdles.
  • OECD Discussion Paper: For smaller enterprises, AI can be a practical way to compete, innovate, and stretch limited resources further, especially when adoption is tied to clear business goals.

Taken together, these findings point to a simple but important conclusion: AI adoption is no longer about whether small businesses should experiment with the technology. It’s about how they can use it thoughtfully, securely, and strategically to create real business value.

Noobeh can help you prepare your systems and data for AI. After all, even the best AI tools can’t deliver meaningful results if your processes are unclear, your workflows are inconsistent, or your data is disorganized.

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J

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Shadow IT and Data Governance

Computers are tools that no business can operate without. From the simplest of organizations to the largest of corporate enterprises, computers are the tools that enable the work. Yet business IT often operates without enough thought or attention paid to data access and governance, where applications or services are installed or implemented by non-technical users that don’t always understand the implications of their actions. IT isn’t just about computers and servers, routers and switches. It’s about the user environment, workflow, data, security, applications, infrastructure and more. The resources which provide the foundation for whatever it is the business does – this is the area of IT. 

When businesses need to implement new applications, IT must install or secure or protect the solution. When a business needs to set up databases or analytics infrastructure, it is in the realm of IT to provide those resources. Very little happens in a business without the support of information technology. 

Too often, small and growing businesses minimize the importance and strategic value of closely managing their information technology when it comes to building longevity and reducing risk in the organization. IT departments and MSPs face a constant struggle to keep up with demand while fighting a battle against ungoverned expansion of applications and services in use.  

According to Wikipedia, “Shadow IT refers to information technology systems deployed by departments other than the central IT department, to bypass limitations and restrictions that have been imposed by central information systems. While it can promote innovation and productivity, shadow IT introduces security risks and compliance concerns, especially when such systems are not aligned with corporate governance.” 

When a business elects to implement a solution outside of the existing IT environment, or in the current environment but without consideration of implementation standards or resource availability, it reduces the time-to-benefit of the solution and new risks are introduced. Additional costs may also accompany this activity due to requirements to buy more infrastructure to adequately support the solution, or through closing gaps exposed in an improperly secured deployment. 

Noobeh helps businesses manage and protect their IT environment more efficiently, providing the change control and governance needed to turn IT into a strategic business advantage.

Mendelson Consulting’s cloud services team powered by Noobeh has the experience of helping businesses establish a solid foundation suitable to support business sustainability, improvement and growth. Leveraging the security, flexibility and massive scalability of the Microsoft Azure cloud platform and Microsoft 365 Fabric and framework, Noobeh helps businesses improve their infrastructure, reduce IT break/fix and administrative costs, and take advantage of the power and interoperability of the Microsoft technology stack. Noobeh helps businesses keep their systems managed, protected, and ready to handle whatever comes next.

Whether it is migrating applications from on-premise to cloud, providing remote support and management of computers and devices, licensing and administration of Microsoft 365 services, or setting up database, data warehouse or data lake infrastructure for analytics and AI, the Noobeh cloud team at Mendelson Consulting deploys and supports strong foundations for growing organizations. 

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J

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Mo Bigger Data

Losing valuable business data is a terrible thing. It is worse when it’s done on purpose. Every business faces changes in accounting or operational systems over the lifetime of the company and these changes more frequently than not include losing data of some type. And that means losing business intelligence.

The frustrations of changing business systems are compounded the further into the business life cycle the change comes. Much of the historic intelligence of the business is derived from the earlier days of operation. This is data which reflects the stages and activities of the business over time. When a business reaches a point where data volume or list sizes force a systems change, much of that early historic data is ultimately abandoned. There is so much data to load into a new system that the task often proves too daunting for the company, so valuable historic detail information is lost and summary information is loaded into the new system.

As a business matures, and for the business to mature in a healthy manner, specific and detailed information must be captured and analyzed. Software addressing a broad view of the business, offering only generalized functionality and basic process support, will not provide a growing business with the operational support and resultant business intelligence needed at this level.

For example, a manufacturing business needs to fully understand and manage the manufacturing processes and materials supply chain to ensure profitability and consistent product quality. A retailer needs to know which products sell in which markets to ensure product stock and availability to key customers. And all this information is time-critical if the business is to make necessary adjustments in time to benefit from them.

In the end, it is the demonstration of well-defined processes, deep insight into the business operational metrics and financial performance, and the ability to effectively and accurately report on this information that creates a basis for provable business value.

Mendelson Consulting understands how important it is to not just collect the right data to support various processes, but to use that data to better understand operational and financial performance. As operations grow, so does the need to collect data from a variety of possible sources, from phone systems to time clocks and more. Even getting data out of the accounting system can be a challenge, but there is tremendous value in having transparency of business data.

From data warehouses to data lakes, Power BI and data visualization, we help businesses access their information and develop reporting that not only informs but helps deliver greater insight which leads to improvements in performance and profitability.

When information is power, we help owners and stakeholders gain mo power by being mo better informed.

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J

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Preparing Your Business for Technology Outages

There is a lot of discussion today about how our children are growing up in a world where high technology is simply part of life and lifestyle.  I even read an article about how people are evolving because of the availability of information; evolving to the point where we no longer store and retrieve information, but store information on how to get information.  The article cited an example of someone who couldn’t recall the name of an actress in a movie they had seen, so the immediate response was to search for the answer on Google.  In the past, people relied upon memory and found various ways to mentally associate and store information so it was able to be recalled.  Now, there’s an app for that.

Are we losing our ability to effectively store and recall information?  Are we forgetting how to do things before we had technology to help us?  It might even make one wonder about how technology-dependent society has become. Consider the ruins of past civilizations where seemingly impossible structures are found. These structures cause questions about the technology available at the time as we wonder how they came to be.  The knowledge was there at some point but is now lost to time.

Is your business at risk from a similar fate?  Loss of business institutional knowledge and operational intelligence is often a problem, especially as a business grows. Too many companies fail to consider critical issues such as knowledge management and sustainability.  Finding ways to capture business knowledge and protect it is essential in every organization, whether small business or large enterprise.

Small businesses are often centered on an owner who started the operation, and who just knows how things are done.  The primary goal in this situation is to capture that knowledge and turn it into process.   Only through this approach may a business begin to reduce its reliance upon a single individual, a critical step in creating both sustainability and continuity in the business. In larger enterprises, process and structure are essential to keep the various parts and participants moving in the same general direction and toward the common goal.

Once those processes are established, generally using technology to support or facilitate them, is that the end of the task? 

Many businesses believe that establishing software-supported workflows and standard processes is sufficient to keep the company operating. If a major system or technology failure occurs, workers are left standing around unable to get their jobs done.  In the worst cases, there isn’t anyone in the business who really understands how to pull things back together or there is no longer access to electronically stored information necessary to continue operations. 

How would you handle things if your systems – your computers and software and systems – were no longer available to you?

While GPS and autopilot systems can bring tremendous efficiencies to the process of flying, they also can give a false sense of security that encourages complacency. If something goes wrong, the autopilot will adjust and the computer will tell you where to go, won’t it?

Here is where technology has the ability to distract pilots–and entrepreneurs–from asking themselves if they’re both focused on and capable of solving the right problems. inc.com

Every business must consider how they would address a severe information technology outage and should take steps to protect and preserve business knowledge so that there is some hope of recovery from such an event. 

Mendelson Consulting and the Noobeh cloud services teams help businesses implement efficient workflows, consistent and effective processes, and technology to secure, support and maintain operational readiness. No matter how redundant the tech is or how thorough the planning is, there is always a possibility of an outage. Owners and managers should understand how to continue operations and handle business in the event the technology fails unexpectedly.

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J

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Software and the Business Lifecycle

Every year, roughly 4.5 million US small businesses are started. The fuel which drives the American economy, small businesses account for more than 99% of all businesses in the US. And job creation happens in small business, which means growth also happens here. Growth happens at every stage of a business if the business is moving forward. From just starting out to achieving large enterprise status, the lifecycle of a business carries with it a multitude of learning moments.

As businesses implement solutions to manage accounting and operational needs, there is often less consideration for the agility of the solution to meet changing and expanding business needs than there is for affordability and the immediacy of the implementation. Small business owners frequently adopt solutions because they fit the needs now, not understanding what may happen when the business outgrows the solution. Sometimes a product meets the functionality requirements quite nicely yet can’t handle the increasing volume. These are among the issues facing growing businesses and forcing stakeholders to make more buying decisions regarding the software supporting the operation.

Each stage of a business where functional or process requirements change drives to another software buying decision. This buying decision is most often met with angst, as considerations include not only cost, but data conversion vs re-loading, new process or system design and setup, user training, proofing the system (running parallel?) and a host of other issues, not the least of which is the business benefit to be derived.

If information is power, too many businesses are losing that power when they migrate from one software product to another.

Businesses often lose valuable historical information by leaving transactional and other detail data behind when they change from one business software system to another.  This should be an area of focus and key discussion point when any change to systems is considered.  After all, the insight and business intelligence gathered over the years was likely instrumental in helping the small business grow to become a successful big business and will continue to be important for years to come.

Maximizing a return on investment is crucial with any business expenditure, whether it is in people, processes or systems.

The selection of software to support the operation plays a most important role in finding that value return, as the software is what empowers the people, guides the processes and drives the systems’ foundation. Knowing the crucial positioning of the software selection in supporting business growth and recognizing that future changes may risk loss of valuable business intelligence, the importance of the initial selection becomes that much greater.

Mendelson Consulting will help you review your business and processes, building an understanding of what functionality needs to be supported and how the business intends to operate. For businesses looking to take the next step, we help identify where automation can improve efficiency and productivity. With that understanding, we help business owners and stakeholders navigate through the overwhelming landscape of solutions and approaches to find the right one for your business.

At every step and stage of business growth, Mendelson Consulting looks ahead to what’s next, helping our clients plan for the future.

While we don’t have a crystal ball, our experience coupled with industry and product knowledge allows us to make recommendations which minimize loss of valuable business intelligence while maximizing the ROI of the software which it informs.

jm bunny feetMake Sense?

J

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Cybersecurity and Small Business

Small businesses face many challenges as they grow and expand, and chief among them is the growing threat of cyber-attack. As the company grows, its value to cybercriminals grows, too. Implementing comprehensive cybersecurity measures is essential to maintaining customer trust and safeguarding important business data against these threats.

There is a belief among small business owners that their operations are too small or insignificant to be attractive targets for cybercriminals. Cybercriminals, on the other hand, more often view small businesses as easy targets. Why is this? Largely because the bad guys know that the smaller companies aren’t spending on cybersecurity services and tools and aren’t always keeping their workers informed about ways they can participate in keeping things safe.

To help protect the business from cybersecurity threats, it is crucial to invest in some key security measures. Longer and more complex passwords, regular software patching and updating, and periodic training for employees on how to identify phishing attempts and what to do with suspicious emails is a good start. Cybersecurity efforts should scale with the business, and this requires strategic planning that is aligned with the goals and objectives of the business.

The best cybersecurity approaches are built on a secure foundation, and this is what helps to support business growth and expansion. For every business, there are four cornerstones of a solid cybersecurity foundation.

  • Identifying potential cyber threats and understanding the business risk they represent.
  • Enforcing strong password protection and role-based access controls.
  • Following best practices in cybersecurity.
  • Managing documentation and vital business information securely.

Cybercriminals know that smaller businesses generally have limited cybersecurity resources, making small businesses prime targets for phishing and malware. What is the potential impact of falling for a phishing email, or what happens if there is a ransomware attack? Each type of threat carries different levels of risk, and growing businesses should be aware of the potential financial, legal and reputational impacts when evaluating their approach.

Businesses can help their users become part of the cybersecurity plan by regularly training them on phishing methods and ways to avoid ransomware or malware. When users know more about emerging threats and how to recognize and report suspicious things, they become valuable assets in the improvement of cybersecurity of the business.

The first line of defense in cybersecurity is the username/password challenge. Many systems today use an email address as the username or user ID, which means it really isn’t much of a challenge to guess. This leaves it to the password to keep the account secure, so a strong and unique password is necessary.

Making another challenge to the authentication adds another layer of protection to the account. Referred to as 2FA or MFA (two-factor authentication or multi-factor authentication), users may be required to respond to an in-app message, provide a code received via SMS or other, or provide a code from an authenticating application to satisfy the login requirements. This additional challenge to the user identity makes it harder for cybercriminals to gain unauthorized access.

Ensuring the protection of sensitive business information requires controlling what users have access to once they are in the system. If someone were to gain unauthorized access, having appropriate role-based access controls in place would limit their ability to get sensitive data. This is often another area of vulnerability for smaller businesses that don’t implement strict document controls or structures, opting instead for an open self-service model that leaves data available to whomever can get logged in.

With businesses changing frequently, it is important to not just create a framework to limit user access, but to keep user and role-based access reviewed and updated regularly. Software and systems also need to be updated regularly. Known software vulnerabilities should be patched and security updates installed on devices, and policies enforcing updates and antivirus/malware detection should be implemented.

We understand that businesses must enhance their cybersecurity strategies to combat the growing number and type of cyber threats, and it can be challenging just figuring out what to do first. Working with a variety of technologies and specialists, we can help secure your digital environment and keep you better-protected from the bad guys.

jm bunny feetMake Sense?

J