What UnTapped technology will do and why it is important for you
It is extremely hard to keep track of all the changing factors in a complex external environment without using technology. This is why leaders are often unprepared when weak signals lead to negative consequences. It also makes it hard to always fulfill shareholder expectations with all the different demands and resource limitations. Adapting to changing factors creates a reactive culture which increases the risk of safety incidents, environmental incidents, reliability incidents, and productivity loss.
There have been some notable improvements using big data, but leaders are flooded with data that does not show a clear story that can be used to anticipate outcomes. Many organizations use internal resources, external consultants, and assurance protocols to understand the data so they can stabilize and improve their business performance. Millions of dollars spent, and countless employee hours, have not ended this cycle of trying to understand and deliver optimal decision making that drives sustained business performance and stable operations.
A healthy business foundation ensures regulatory compliance, ethical business practices, and brand integrity. Having a solid foundation depends on healthy work processes that need human intervention because everything deteriorates over time as a natural order. More specifically:
• People require training to stay current.
• Equipment requires inspection and maintenance to run efficiently.
• Product quality should be validated before selling to customers.
• New employees need to be hired due to normal attrition and retirement.
Commitment statements, policies, standards, and protocols are the result of a lot of time and resources spent by many companies. Currently compliance depends on static two-dimensional systems like audits and assessments. These systems have inherent limitations because they try to forecast future results based on snapshots. In other words, internal meetings, management reviews, dashboards, audits, and internal assessments are the tools that leaders use to evaluate business performance. These tools, which worked well in the past, have many drawbacks.
It also needs a culture of psychological safety where non operational leaders can give objective views of business performance without political consequences. Building a technology system that measures current performance against business standards will help make sure that the basic elements of the business are maintained. To improve these systems, the human factors must be taken out of the equation, which means that a technological solution is required.
Technology such as AI will be able to compare real time business performance to standards, best practices, and regulations thus generating weak signals. These weak signals could then be compared to similar historical practices to predict potential outcomes. Transparency means not only seeing data or information, but also connecting this data to critical operating ranges or past events so that leaders can tell if the weak signals could result in negative outcomes. They need to know how to act fast and effectively to lower risk and change course. This requires working together with the business operators and functional experts.
Timing is essential and resource management is especially important. The leader should then use this information to make necessary course corrections in a more methodical manner reducing the need for reactive problem solving and firefighting. This information can be escalated to more senior management, so they have a clear picture of the health of their business. This will create a culture of accountability. Providing the right information to the right leaders will help avoid business disruption because problems will be resolved in a systematic way while optimizing limited resources. Giving leaders objective support helps them make good decisions that will ensure regulatory compliance, brand reputation, and shareholder confidence.
Technology providers are trying to combine data from different computer systems to detect anomalies. This is an extremely expensive and complicated process that does not seem attractive for most industry leaders. There are some technology providers who successfully monitor and report risks by gathering incidents, root cause investigation data, and audit results. They use this data to analyze and predict future outcomes. These systems have been effective in finding easy problems but do not find weak signals that come from work process deviations or ineffective/obsolete work processes.
Using a deterministic or behavior-based AI tool will avoid the need to connect all the data from current systems such as SAP and control systems which can prove to be very time consuming, resource intensive, and costly. This technology and the UnTapped platform can provide the necessary transparency for leaders that help them to fully understand the health of their business. Per Google definition:
“A deterministic AI system operates under the principle that every set of conditions will always lead to the same outcome. This is the basis of traditional programming and algorithms, where the same input will always produce the same output.” Using deterministic AI with the UnTapped Sustainable Operations platform will help leaders determine when their businesses are drifting from those standards and norms that have proven to maintain stability."
Therefore, it is crucial to build upon historical work practices and leverage technology to ensure workplace stability. The UnTapped Sustainable Operations Technology platform is the next evolution of business management that helps leaders focus on root causes versus responding to symptoms as seen on the diagram presented below.