Weak Signals

Weak Signals

The media report daily on new developments in the various sub-environments of a company. News about new technological findings, newly offered products or services, shifts in market demand, new competitors, new technical and legal regulations and changing consumer behavior could have an impact on future business and jobs. The diversity of such news is overwhelming.

Managers are wondering how they can achieve the goals of their operational business and at the same time not miss any developments in their corporate environments that could affect their business model in the future.

Weak Signals
Weak Signals

The basic engine of data-, quantity and value flows” shows that the achievement of objectives can be achieved within the company system, but that information on the future positioning of the company can only be found in the company’s sub-environments. The right external orientation is essential for the company’s survival. However, no organization has the capacity to evaluate all external messages with a suspected connection to its own future. The idea of searching for weak signals in the corporate environments can help.

Weak signals are generally referred to as the “… earliest, smallest signals that indicate possible changes, but whose effects are not yet fully recognizable” (free translation from P. Gomez, M. Lambertz, Leading by Weak Signals, p. 9). A weak signal should be followed up if its content could become important for the implementation of one’s own strategies or for the continued existence of one’s own company.

Employees, managers and company owners hardly have time to cope with this flood of data, as they are already fully occupied with operational management. Therefore, it is important to consider:

    1. What makes a message a weak signal?
    2. How can weak signals be filtered for one’s own organization?
    3. Who is responsible for evaluating and processing the data and deciding what needs to be assessed internally (triage)?
    4. How are one’s own specialists and managers involved in assessing the weak signals in relation to the company?
    5. Who decides whether the insights gained require strategic and operational plans or even corporate policy principles to be adjusted?

Regarding 1 and 2: The signal should relate to the needs of the company’s own or prospective customers, to the company’s range of products or services, or even to the company’s basic ability to survive. Newly offered services or products could make the company’s own offering obsolete or at least compete with it. The know-how of the company’s own employees could no longer be sufficient to meet the changing demand. The possibilities of procuring raw materials and services for the manufacture of one’s own products and services could be restricted or the purchase prices could rise dramatically. Legal regulations or political developments could impede or prevent the sale of one’s own products. Finally, behavioral changes in in the social environment can also be weak signals, for example, when leisure time is given more weight than disposable income.

3 and 4: Those who are mainly involved in production, distribution and customer care have little time to worry about potential changes in the business environment. Personnel capacities must be built up to monitor environmental changes and classify their potential effects (in-house and/or external agents). They should explain the weak signals identified to the planners, preferably before the strategic planning is revised, so that they can incorporate them into their planning considerations.

Ad. 5: The assessment of weak signals leads to a need for action and thus to more working time and additional expenditure. The resources required for this (especially personnel and money) must be approved by the company management and the owners, since the downstream areas do not want to and cannot take responsibility for this.

To ensure the successful continued existence of a company, management must decide whether the strategic and operational plans are to be adjusted based on “weak signals” or whether the purpose of the company should be changed.

Sustainable success, early warning and weak signals

Companies with a future should be resilient. They must be able to cope with stress and crises as well as new challenges in order to develop in a healthy way. This is achieved when the company adapts its offerig to the future requirements of the market in good time, because markets and thus demand are constantly changing. The products and services that are successfully sold today lose their market position because other companies bring new, more promising offers to the market for potential customers. As a result, the company’s own sales and contribution margins fall, profits melt away and the staff that was previously relevant for success seeks better jobs.

Weak signals in the corporate environment should lead to the identification of impending changes before they occur. This is because the organization needs time to adapt to impending changes.

Weak signals, especially from technology, sales and procurement markets, as well as from the social environment, provide indications of which developments are to be monitored in the near future. To avoid the capture and analysis of weak signals getting out of hand and leading to paralysis through analysis, the search area must be narrowed down.

Since its foundation in 1911, IBM Corporation has continuously observed weak signals, developed new products and applications for them, and has revolutionized the way it approaches the market on numerous occasions. Details can be found in Wikipedia  .

At the beginning of the 1980s, the author of this article was still learning how to punch cards, to program the forerunners of spreadsheets and to sell the available systems. Since then, IBM has completely reinvented itself at least four times. Midrange computers, personal computers, printers and other peripherals are business areas that IBM sold years ago when they were still generating considerable profits. Today (2024), IBM is at the forefront of cloud computing, blockchain technology and data security, artificial intelligence and consulting. The share price was around $14 in 1994 and $170 at the end of 2023.

From a helicopter perspective, it appears that IBM has continuously moved from one product or market life cycle to the next. When the growth curve was still pointing upward but the growth rates began to decline, they began to conquer new markets with new technologies. In order to raise the cash needed to develop the new business areas, they sold off financially (still) successful parts of the company so that they could invest the liquidity in new business areas.

Empirical studies by McKinsey consultants Bradley, Hirt and Smit prove that the approach of lining up life cycles, as described, is an effective idea for achieving sustainable growth. Peter Gomez and Mark Lambertz show how the search for suitable weak signals for one’s own company can be focused by analyzing leading indicators.

Early Signals from Procurement Markets

Assess external influences on raw material prices and personnel costs.

Early Warning Signals from the Procurement Markets

The most important external factors for cost development affect personnel and raw material costs. Early warning indicators for these are critical.

In the short term, cost price fluctuations usually play a major role for raw materials. These are caused on the one hand by fluctuations in supply and demand and on the other hand by fluctuating exchange rates. In the medium to long term, which is the focus of early warning, it is increasingly legal requirements regarding permissible methods and procedures for raw material extraction (e.g. prevention of environmental damage, child labor) that influence raw material prices. Various raw materials will become more expensive in the medium term because their reserves are slowly running out. The trend is therefore to expect raw material prices to rise. As a result, there is an intensive search for substitute materials and for ways within the company to be able to manufacture with less scrap, setup material and cutting losses.

Early Warning Signals from the Procurement Markets
Main factors driving material prices

Only a few specialists seem to dare to make forecasts on the medium-term price development of individual raw materials. For strategic and medium-term planning, it is therefore advisable to work with scenarios (rising, constant, falling).

Early warning signals on the development of personnel costs come mainly from the labor market. The main factors to watch are the availability of suitably trained specialists and managers and the expected wage levels in the respective employee groups. The regulations to be observed with regard to social benefits, vacations and permissible working hours are becoming more and more stringent and increase personnel costs as well. Since trade unions and professional associations are the main drivers of these cost increases, their current demands, if realistic, should already be incorporated into the multi-year planning of personnel costs.

Personnel early warning
Personnel early warning

 

Early Warning and Planning

Create the internal network to derive the main external influencing factors.

The partial environments of a company or an organization are constantly changing, see the post Environmental Changes are crucial for Management Control. These changes generate opportunities and risks for the continued existence and development of the company. Consequently, managers must regularly find out which changes in the relevant sub-environments could possibly occur or have already happened. The knowledge gained in this process should lead to decisions and, if necessary, to adjustments in strategic and operational plans. Since the variety of available data is immense and hardly completely manageable, it is necessary to determine, based on the existing internal situation, from which information sources relevant early warning information can be obtained for one’s own organization.

Early Warning and Planning

We follow the approach of creating a “basic engine” for the operation of one’s own company in the form of a network. Based on the interface between the company and the environmental areas, the external search areas can subsequently be derived. This approach is intended to channel the data search and thus help to manage the flood of data to be analyzed.

The basic engine represents the data, quantity and value flows of operational planning and control (one-year and medium-term). The processing areas from the revenue generation to the final result are connected by arrows. Arrows with a “+ sign” (blue) mean that the increase of the initial value also causes an increase of the subsequent value.

Example: Increasing sales quantities lead to higher production quantities and these again to higher material consumption. Increasing proportional production and fixed structure costs reduce the result as well as increasing sales deductions and are marked with “- sign” (orange). A proper network always contains positive (+) and negative (-) relationships. If one of the two relationships would be missing, the system would either explode or implode.

Early Warning and Planning
The basic engine for developing an early warning system

The basic engine can be further detailed to be company specific. From the picture it can be deduced which variables (green) at the outer edge of the network are significantly determined by external influences. These should be taken as a starting point when setting up an early warning system.

Order intake depends on internal conditions such as the offered assortment and the sales conditions, but more on external factors such as customer benefit or disposable income. Cost-determining factors are also driven by external developments (personnel costs, raw material prices, investment/plant requirements).

An early warning system should provide and keep up to date a forward-looking knowledge base on these developments in the sub-environments so that managers can draw on this information when setting the course for the future (cf. Bossler, A.,2010, p. 639 ff.).

Management Control System Definition

A Management Control System is developed for all managers, irrespective of their hierarchical position. Its purpose is to support decision making and comparison of actuals to plan.

Management Control System Definition

A management control system helps all managers to plan and control in an integrated way. This improves company-wide coordination and the achievement of objectives.
It comprises the following subsystems:

Management Accounting + Piloting + Early Warning

Early Warning:
Early warning is intended to recognize and structure opportunities and threats in the various corporate environments and, as far as possible, make them measurable. In particular, it is necessary to find out which company-related early warning indicators from the environments can describe significant developments that provide relevant input for strategic and operational planning (opportunities and risks for the future of the company).

Pilot control:
To seize opportunities requires the planning company to build up and maintain the necessary success potentials. Strengths can arise from special skills and abilities of the personnel, large management capacity, suitable knowledge for market cultivation, new products and services, advantages through comprehensive process integration or particularly suitable manufacturing facilities. Weaknesses can possibly prevent the translation of opportunities into operational success.

Internal strengths can usually only be built up (or possibly purchased) over a period of several years. For the preparation of operational plans and budgets, parameters are to be found that can measure desired developments in a forward-looking way. Here are some examples: Development of management capacity (number of potential managers in relation to existing ones), development of adherence to deadlines in projects and in delivery readiness, progress in new customer acquisition per time unit.

Insofar as weaknesses in an organization are the result of factual or technical knowledge and application gaps, they can often be mitigated by training and further education or by hiring suitable people. Weaknesses that are rooted in the individual person can hardly be eliminated, especially when employees produce very good results as long as they can work on their own but do not feel comfortable in teams.

In contrast to early warning data, parameters for assessing the development of success potentials (development and expansion of future strengths and reduction of existing weaknesses) are mainly obtained from internal company data. Because the data used for this purpose serves as the basis for medium-term planning, it must be available before the actual operational planning. They are the internal input for planning decisions. This is why we call them piloting factors.

Accounting for management:

In the operational area (medium-term and annual planning as well as tactics (disposition)), plans are more finely detailed and the associated objectives are defined and hopefully also implemented. Accounting for Management is intended to enable managers at all hierarchical levels to translate their plans into objectives for the actual activities and to prepare the target to actual comparisons.

Target to actual comparison is intended to find starting points that will lead to the definitive achievement of objectives in the coming periods (e.g., months). It is created in monetary values so that different consumptions and services can be compared with each other.

This requires a consistently management-oriented cost, performance, revenue and contribution accounting up to Earnings Before Interest and Taxes (EBIT). It must be able to map plan, target, actual and forecast. The data foundation comes from the tactical systems (Enterprise Resource Planning Systems (ERP)) and from ledger accounting.

Management Control System Definition
Management Control System Definition

Early Warning

Sustainable organizations need to identify opportunities, avoid or mitigate risks, and find and assess new market potentials.  Milk has been around since time immemorial. Who still buys raw milk directly from the farmer (and likes to drink it)? Supply and consumption needs have changed, as have the forms in which products and services are presented.

Early warning

Early warning is intended to help an organization to recognize emerging or at least presumed developments in the business environment early enough to be able to react. It is about finding opportunities for future business fields and identifying threats that could limit or even prevent the success of existing and future business.

Early warning cannot create certainty. However, it should lead the managers of an organization to consciously deal with ongoing or emerging changes in the various environments and take the findings into account in their strategic and operational planning decisions.

Following and evaluating new developments in terms of needs, attitudes, available materials and services, legal requirements and political trends is not only very time-consuming; there is also no guarantee that nothing is forgotten or fails to appear on the radar.

In order to limit the diversity somewhat, two approaches are used in our book to identify the relevant developments in a structured way and to prepare them for the planning process:

    • General observation of focal points in reporting on the various sub-environments
    • Derivation of specific early warning indicators that could influence the success of existing and future own strategic business areas.

In summary, the following picture emerges:

Early warning
Early warning, Piloting, Potentials

Early warning should help to define the strategies with their basic parameters and to determine the resulting requirements on the functional concepts.

In addition to the strategic insights, the early warning system should disclose which internal developments are to be realized by when so that the potential for strategy realization is available in good time.