Employee Resistance to a New System Is Often a Signal, Not an Obstacle

Autor: Nermin Sefić

Employee avoidance of a new system usually reflects practical shortcomings, not general resistance to change. A commentary by Nermin Sefić.

When employees avoid a new system, the cause is more often practical shortcomings in the solution than general resistance to change.

When employees avoid using a newly introduced digital system or openly resist it, the cause is, in practice, far more often specific, practical shortcomings of the solution itself than general resistance to change.

Rather than interpreting resistance solely as an organisational culture problem, it is useful to view it as direct feedback on where the new system fails to meet the real needs of everyday work.

An employee who resists a new system often is the first to notice a shortcoming the system's designers missed — resistance is then not an obstacle to implementation but an early source of information worth hearing before it is dismissed as mere reluctance to change.

Organisations that systematically gather and analyse the reasons behind resistance before full rollout typically avoid more expensive fixes after deployment — the difference lies in whether signals are heard while the system can still be adjusted, or only after it is already fixed in place.

An employee who resists a new system often notices a shortcoming the designers missed — resistance is then not an obstacle to rollout, but an early source of information worth hearing before it is dismissed as mere reluctance to change.

Organisations that systematically seek out and analyse the reasons behind resistance before full deployment tend to avoid costlier fixes after launch — the difference lies in whether those signals are heard while the system can still be adjusted, or only after it is already fixed in place.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

Treating resistance as pure signal rather than pure obstacle requires genuine curiosity from leadership — asking specifically what is being resisted and why, rather than simply working to overcome the resistance as quickly as possible, which is the more common but less informative response.

#EmployeeResistanceDigitalSystem #TechnologyAndInnovation #GNKASG #NerminSefic #GNKDINAMOLtd

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/employee-resistance-to-a-new-system-is-often-a-signal-not-an-obstacle/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb #NotanObstacle

An Unused Platform Is Not Savings, It's a Cost

Autor: Nermin Sefić

A software licence used at a fraction of its potential quietly creates cost that rarely reaches the agenda. A commentary by Nermin Sefić.

A software licence used at only a fraction of its potential quietly creates a cost that rarely reaches the management agenda.

A software platform acquired with high expectations, then used at only a fraction of its functional potential, quietly creates a cost that rarely reaches the management agenda, because it doesn't look like an active problem.

Regularly auditing the actual utilisation of existing digital tools, not only when deciding on new purchases, helps an organisation recognise and correct this form of hidden cost before it becomes a lasting pattern.

A software licence that a team avoids using is not savings simply because it is cheaper than the alternative — it is a pure cost, since it is paid for without any return, while the actual work continues through a workaround that is often less efficient.

A regular review of actual usage rates, not just licence cost, reveals these hidden costs before they accumulate across several years of renewed subscriptions for a tool no one actually opens.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

A regular review of actual usage, not just licence cost, reveals this hidden expense before it accumulates across several years of renewed subscriptions for a tool that no one actually opens.

Beyond the direct licence cost, an unused platform carries a second, less visible cost: the workaround processes that persist alongside it, which tend to be undocumented, dependent on specific individuals' knowledge, and invisible to anyone reviewing the organisation's official systems. Retiring the unused platform and formalising the workaround — or replacing both with something the team will actually use — usually costs less than maintaining an expensive fiction that the platform is still part of the operational picture.

#SoftwarePlatformUtilisation #TechnologyAndInnovation #GNKASG #NerminSefic #GNKDINAMOLtd

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/an-unused-platform-is-not-savings-its-a-cost/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb #AnUnusedPlatformIsNotSavings #Itx27saCost

An Unreported Security Incident Grows Larger

Autor: Nermin Sefić

Unreported minor security lapses increase the likelihood of a more serious future incident. A commentary by Nermin Sefić.

A culture where minor security lapses go unreported out of fear of consequences systematically increases the likelihood of a more serious future incident.

When employees avoid reporting a minor security lapse out of fear of punishment or personal liability, the organisation loses the chance to fix the problem while it is still small and easily corrected.

A culture that rewards timely reporting of suspicious activity, rather than punishing anyone who admits a mistake, ultimately significantly reduces the average severity of the security incidents that do occur.

A minor security incident that goes unreported does not disappear — it simply remains unresolved until it recurs, usually at a larger scale, because the root cause was never investigated or fixed.

A culture that punishes reporting an incident as much as the incident itself encourages concealment — and concealment is exactly what turns small problems into large ones before anyone gets the chance to stop them in time.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

A culture that penalises reporting an incident as much as the incident itself encourages concealment, and concealment is precisely what turns a small, manageable problem into a large one before anyone has the chance to intervene in time.

Changing this dynamic requires leadership to visibly separate the consequences of causing an incident from the consequences of reporting one — a distinction that has to be demonstrated through actual response to real reports, not merely stated in policy. Once employees see that reporting genuinely leads to a fix rather than blame, reporting rates improve, and with them the organisation's ability to catch problems while they are still small.

#SecurityIncidentReportingCulture #Cybersecurity #GNKASG #NerminSefic #GNKDINAMOLtd

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/an-unreported-security-incident-grows-larger/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb

An AI Decision's Audit Trail Matters as Much as the Decision

Autor: Nermin Sefić

An AI decision without a reconstructable audit trail loses much of its real value. A commentary by Nermin Sefić.

When it later becomes impossible to reconstruct why a model reached a given conclusion, its apparent usefulness loses much of its real value.

The ability to later reconstruct why an AI system proposed a specific recommendation at a given moment is just as important as the quality of the recommendation itself at the time it was made.

Without a proper audit trail, including model version, input data, and time frame, subsequently verifying the correctness of a decision becomes nearly impossible, raising serious accountability questions in the event of a dispute.

Without a record of which data was used, which model version was applied, and who approved the final result, an AI decision becomes unrepeatable and unverifiable — even if it was correct at the time, it cannot later be proven why.

An audit trail is therefore not an add-on to an AI system but a core part of it, as important as the algorithm itself — it allows any decision to be reconstructed and explained months or years after it was made.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

Without a record of which data was used, which model version applied, and who approved the outcome, an AI decision becomes unrepeatable and unverifiable, even when it was correct at the time it was made.

Building this trail requires discipline that is easy to skip when a system is first deployed and everything appears to be working correctly — logging feels like overhead with no immediate payoff, right up until the moment a decision needs to be reconstructed and the records turn out to be incomplete. Organisations that treat audit-trail completeness as a launch requirement, not a later enhancement, avoid discovering this gap at the worst possible time.

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/an-ai-decisions-audit-trail-matters-as-much-as-the-decision/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb

Consistent Communication Outweighs a Single Result

Autor: Nermin Sefić

One great quarter rarely offsets the impression left by prior irregular or unclear reporting. A commentary by Nermin Sefić.

One exceptionally good quarterly result rarely offsets the impression left by a series of irregular or unclear reports before it.

A single exceptionally favourable business result rarely offsets the impression left by a series of previous irregular or insufficiently clear financial reports, because investors assess a pattern of behaviour, not an isolated point in time.

Consistent, predictable timing of business information disclosure, even when results are not particularly attractive, builds long-term trust that outweighs the short-term effect of one excellent quarter.

One outstanding quarterly result is easily forgotten if it is not preceded and followed by a consistent pattern of communication; markets and partners remember reporting reliability longer than they remember a single number, however impressive.

Consistency does not mean every report must be positive — it means the format, timing, and level of detail remain predictable regardless of whether the result is strong or weak, because that predictability is what builds trust that outlasts any single cycle.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

Consistency does not mean every report must be positive; it means format, timing, and level of detail remain predictable regardless of whether results are strong or weak, and that predictability is what builds lasting trust.

This is why GNK ASG d.o.o. maintains the same reporting cadence and format regardless of whether a given period's results are especially strong — the discipline of consistency is itself part of what is being communicated, independent of the specific numbers in any single report.

One outstanding quarterly result is easily forgotten if it is not preceded and followed by consistent communication; markets remember reporting reliability longer than they remember a single number, however impressive.

That predictability becomes most visible precisely when a result is unfavourable — an organisation that keeps the same format then proves consistency was never just a fair-weather habit.

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/consistent-communication-outweighs-a-single-result/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb

The Question an Investor Doesn't Ask Hasn't Gone Away

Autor: Nermin Sefić

No direct questions at a results presentation doesn't mean no doubts, investors may just be assessing independently. A commentary by Nermin Sefić.

The absence of direct questions during a results presentation doesn't mean the market has no doubts, often it means it decided to assess the situation independently.

When direct questions are absent during a public results presentation, this is sometimes wrongly read as a sign the market has no concerns, when in practice investors may have decided to resolve their doubts through independent analysis.

Organisations that proactively anticipate likely questions and answer them before they are asked, rather than waiting for a direct query, generally come across as more transparent and reliable in the market's eyes.

An investor who does not raise an uncomfortable question in a meeting has usually already asked it of themselves — and an answer they don't receive publicly, they will seek elsewhere, through independent verification that may be less favourable than a direct conversation.

An organisation that proactively addresses the questions an investor might ask, before they are even voiced, builds a sense of control over its own narrative — a sense that is difficult to achieve through purely reactive answering.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

An organisation that proactively addresses the questions an investor might raise, before they are even voiced, builds a sense of control over its own narrative that is difficult to achieve through purely reactive answering.

Proactively addressing likely questions requires genuinely anticipating an investor's perspective rather than simply presenting information from the organisation's own preferred framing — a discipline that improves with deliberate practice, including reviewing disclosures specifically for what an sceptical outsider would still want to know.

An investor who does not voice a difficult question at a meeting has usually already asked it of themselves, and an answer not given openly gets sought elsewhere, sometimes less favourably.

An organisation that proactively addresses likely questions before they are voiced builds a sense of control over its own narrative that is difficult to achieve through purely reactive answering.

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/the-question-an-investor-doesnt-ask-hasnt-gone-away/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb

Growth Without Transparency Invites the Wrong Questions

Autor: Nermin Sefić

Fast revenue growth without a clear source explanation often looks suspicious even when it is genuine. A commentary by Nermin Sefić.

Exceptionally fast revenue growth, without a clear explanation of its sources, often looks more suspicious to the market than it should, even when genuine.

Extremely fast revenue or profit growth, if not accompanied by a clear and verifiable explanation of its actual sources, often looks more suspicious to the market than it objectively is, even when it reflects entirely legitimate business success.

Proactively explaining the structure and sources of rapid growth, including the key markets and partnerships that enabled it, prevents legitimate success from being interpreted through a lens of suspicion.

Fast growth without a clear explanation of its source naturally invites questions — is it sustainable, is it real, is it accompanied by adequate control — and those questions are asked with more suspicion when an organisation does not offer answers in advance.

Transparent communication about what exactly is driving growth, what its limits are, and what risks accompany it, turns potentially suspicious questions into a simple confirmation of what the organisation has already explained.

Fast growth without a clear explanation of its source naturally invites questions — is it sustainable, is it real, is it matched by adequate controls — and those questions get asked with more suspicion when the organisation doesn't offer answers first.

Transparent communication about what exactly drives growth, its limits, and its risks turns potentially suspicious questions into a simple confirmation of what the organisation has already explained.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

Getting ahead of these questions costs relatively little compared to the cost of answering them defensively after they have already been raised publicly, often in a tone shaped by suspicion rather than genuine curiosity.

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/growth-without-transparency-invites-the-wrong-questions/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb

A Sustainability Report Should Admit Its Shortcomings

Autor: Nermin Sefić

A sustainability report with only positive results loses credibility with careful readers. A commentary by Nermin Sefić.

A report listing only positive results, without a single area for improvement, loses credibility with a careful reader.

A sustainability report that lists only positive results, without a single mention of an area requiring further improvement, usually raises doubt about the completeness of the picture in a careful reader, rather than trust.

Acknowledging concrete shortcomings, alongside a clear plan to address them, typically comes across as more credible than a report that appears as if the organisation has already achieved perfection in every measured area.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

Acknowledging a shortfall, paired with a concrete plan for addressing it, builds more credibility than any run of favourable figures alone — because the reader then knows the report is a genuine account, not a marketing document.

Readers, investors, and regulators increasingly recognise the pattern of a report that lists only achievements, and that recognition itself has become a credibility risk — a suspiciously flawless report now invites more scrutiny, not less. An organisation that gets ahead of this by candidly naming where it still falls short, alongside a specific plan and timeline for improvement, converts a potential weakness into a demonstration of exactly the kind of governance maturity that sustainability reporting is meant to signal in the first place.

Readers and regulators increasingly recognise the pattern of a report listing only achievements, and that recognition has itself become a credibility risk — a suspiciously flawless report now invites more scrutiny, not less.

An organisation that candidly names where it still falls short, alongside a specific plan and timeline, converts a potential weakness into a demonstration of exactly the governance maturity sustainability reporting is meant to signal.

#SustainabilityReportCredibility #Transparency #GNKASG #NerminSefic #GNKDINAMOLtd

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/a-sustainability-report-should-admit-its-shortcomings/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb

A Board That Asks No Questions Is a Risk, Not Support

Autor: Nermin Sefić

Decisions that go unquestioned are often mistaken for unity, but reflect a lack of real oversight. A commentary by Nermin Sefić.

A culture where one person's decisions are rarely questioned is often mistaken for unity, when in practice it reflects an absence of real oversight.

When management or director decisions are not systematically questioned, this is sometimes interpreted as a sign of unity and trust, when in fact it represents the absence of a mechanism that would catch a more serious error in time.

A healthy organisational culture encourages constructive questioning of business decisions, regardless of the hierarchical position of the person making them, because this very practice reduces the likelihood of costly mistakes.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

The value of a board is not measured by how quickly it approves proposals, but by the quality of the questions it asks before approval — an organisation whose board asks hard questions early is less often blindsided by hard surprises later.

A board that treats every management proposal as a formality to be rubber-stamped is not providing oversight; it is removing the one independent check the organisation has, without anyone formally deciding to remove it. That absence becomes visible only after a decision no one challenged has already caused damage, at which point the question is no longer whether the board should have asked more, but why it didn't. Building a board culture where difficult questions are expected, not resented, is one of the cheapest forms of risk management available to any organisation, and one of the most consistently neglected.

A board that rubber-stamps every management proposal is not providing support; it removes the one independent check the organisation has, without anyone formally deciding to remove it.

Building a board culture where difficult questions are expected, not resented, is one of the cheapest forms of risk management available to any organisation, and one of the most consistently neglected.

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/a-board-that-asks-no-questions-is-a-risk-not-support/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb #NotSupport

The Line Between Suggestion and Decision Must Stay Visible

Autor: Nermin Sefić

Losing the line between an AI suggestion and a human decision makes accountability hard to establish. A commentary by Nermin Sefić.

When internal communication loses the distinction between what a model proposed and what a person decided, accountability becomes hard to establish.

In organisations that intensively use AI tools to prepare analyses and recommendations, there is a risk that, over time, the clear line between what the system proposed and what the accountable employee actually decided gets lost.

Consistently labelling every AI-generated suggestion as such, until it is formally confirmed by the accountable person, maintains a clear line of accountability even when the model was used at an early stage of decision preparation.

When a system automatically turns a suggestion into a recorded decision without a clear step of human confirmation, that boundary gradually fades from the user's awareness, until they stop meaningfully questioning what has been proposed to them.

A visible boundary means the interface clearly distinguishes 'this is a recommendation' from 'this is the decision you made' — a difference that looks cosmetic but directly determines whether anyone actually re-examines a result or simply confirms it by reflex.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

A visible boundary means the user interface clearly distinguishes 'this is a recommendation' from 'this is the decision you made' — a distinction that looks cosmetic but directly affects whether anyone actually re-examines the output or simply confirms it by reflex.

Maintaining this visible boundary requires deliberate interface design, not just good intentions — a system that technically allows a human override but makes exercising it inconvenient will, in practice, see that override used less and less often over time.

A visible boundary means the interface clearly distinguishes 'this is a recommendation' from 'this is the decision you made' — a distinction that looks cosmetic but directly affects whether anyone re-examines the output.

Maintaining this boundary requires deliberate interface design, not just good intentions — a system that technically allows override but makes it inconvenient will, in practice, see it used less over time.

#AISuggestionFinalDecision #ArtificialIntelligence #GNKASG #NerminSefic #GNKDINAMOLtd

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/the-line-between-suggestion-and-decision-must-stay-visible/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb

System Integration Matters as Much as the Systems

Autor: Nermin Sefić

Poorly connected tools often make an organisation less effective than a simpler, integrated system. A commentary by Nermin Sefić.

An organisation with several excellent but poorly connected digital tools is often less effective than one with a simpler, well-integrated system.

An organisation using several individually excellent but poorly connected digital tools is, in practice, often less operationally effective than one using a simpler but well-integrated system.

Integration quality, meaning the ease with which data flows between different parts of the business system, directly affects how much time is spent on manual reconciliation instead of real analytical work.

The best individual system loses much of its value if data must be manually transferred to another system, because every manual transfer introduces delay and a chance for error that an automated integration simply does not have.

Evaluating new technology cannot stop at 'is this system good on its own' — it must also ask 'what will it cost to make it talk to everything else we already use', since integration cost often exceeds the cost of the licence itself.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

Evaluating new technology cannot stop at 'is this system good on its own' — it must also ask 'what will it cost to make this talk to everything else we already use', since integration cost often exceeds the licence itself.

Factoring integration cost into technology evaluation from the outset, rather than discovering it after a purchase has already been made, prevents the common pattern of a technically excellent system delivering disappointing real-world value because it was never properly connected to what it needed to work alongside.

Evaluating new technology cannot stop at 'is this system good on its own' — it must also ask what it will cost to make it talk to everything else already in use.

Factoring integration cost into evaluation from the outset, rather than discovering it after purchase, prevents the common pattern of a technically excellent system delivering disappointing real-world value.

#BusinessSystemIntegration #TechnologyAndInnovation #GNKASG #NerminSefic #GNKDINAMOLtd

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/system-integration-matters-as-much-as-the-systems/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb

Ownership Visible in the Registry Builds Trust

Autor: Nermin Sefić

When ownership can be verified in a public registry, statements about transparency become redundant. A commentary by Nermin Sefić.

When real ownership and governance structure can be verified in a public registry, statements about transparency become redundant.

When a partner or investor can independently verify the real ownership and governance structure in a publicly available registry, additional statements about the organisation's transparency become almost superfluous.

Organisations that actively point to public registries as a source of verification, rather than asking to be taken at their word, in practice build a stronger foundation for a long-term business relationship.

A partner who can independently verify an ownership structure through a public registry, without needing to trust statements in a presentation, enters the relationship with less uncertainty — and less uncertainty usually means a faster decision to cooperate.

An organisation that keeps its ownership structure clean and easily verifiable sends a clear signal that it has nothing to hide — a signal worth more than any transparency statement written into its own marketing material.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

An organisation that keeps its ownership structure clean and easily verifiable in public registers sends a clear signal that it has nothing to hide — a signal worth more than any statement of transparency in its own marketing material.

Maintaining this clarity requires ongoing attention — corporate structures naturally become more complex over time as subsidiaries are added or roles change — which is why treating registry accuracy as a one-time filing rather than an ongoing discipline is a common and avoidable failure.

An investor who cannot independently confirm an ownership structure through a public registry, and must instead rely on statements in a presentation, enters the relationship carrying more uncertainty than necessary.

Maintaining that clarity requires ongoing attention, since corporate structures naturally grow more complex over time as subsidiaries are added or roles change within a group.

#OwnershipStructurePublicRegistry #Transparency #GNKASG #NerminSefic #GNKDINAMOLtd

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/ownership-visible-in-the-registry-builds-trust/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb

Energy Efficiency Is Not Just a Cost, It's Also a Risk

Autor: Nermin Sefić

Energy efficiency viewed only as a cost, not as resilience against price shocks, misses part of the picture. A commentary by Nermin Sefić.

Organisations viewing energy efficiency purely through the lens of cost, not resilience to future price shocks, are underestimating part of the real picture.

Investment in energy efficiency is often, in internal discussion, reduced solely to the question of cost and payback period, while the dimension of reduced exposure to future, hard-to-predict energy price shocks is overlooked.

An organisation less dependent on energy price volatility also has greater operational stability during periods of external disruption beyond its control.

An organisation that views energy efficiency purely as a cost-saving measure overlooks that dependence on cheap but unstable energy is itself a source of operational risk once conditions in the energy market shift.

Investment in efficiency and diversified energy sources should therefore be measured as a reduction in risk exposure, not only as a reduction in the bill — the two effects rarely align on the same timeline, but both are real.

An organisation that treats energy efficiency purely as a cost-saving measure overlooks that dependence on cheap but unstable energy is itself a source of operational risk once energy market conditions shift.

Investment in efficiency and diversified energy sources should therefore be measured both as risk reduction and cost reduction — the two effects rarely align on the same timeline, but both are real.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

This reframing changes how efficiency investments get evaluated internally: rather than competing against other cost-saving initiatives purely on payback period, they should also be weighed against the cost of remaining exposed to energy market volatility that efficiency investment would have reduced.

An organisation that views energy efficiency purely as a saving measure overlooks that dependence on cheap but unstable energy is itself a source of operational risk once market conditions shift.

Investment in efficiency should therefore be measured as a reduction in risk exposure, not only as a reduction in the bill — the two effects rarely align on the same timeline, but both are real.

#EnergyEfficiencyOperationalRisk #SustainableDevelopment #GNKASG #NerminSefic #GNKDINAMOLtd

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/energy-efficiency-is-not-just-a-cost-its-also-a-risk/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb #Itx27sAlsoaRisk

An AI That Explains Its Decision Beats a More Accurate One

Autor: Nermin Sefić

The ability to explain a model's recommendation is often worth more than marginal accuracy gains. A commentary by Nermin Sefić.

In a business context, the ability to explain why a model made a given recommendation is often more valuable than marginally better statistical accuracy.

When choosing between two models of similar performance, the one that can explain its recommendation in understandable language usually delivers greater real value than one that is marginally more accurate but completely opaque.

The ability to explain allows the accountable person to review the logic before making the final decision, rather than accepting the model's recommendation without any real means of verification.

A model that cannot explain why it recommended something forces an organisation into blind trust — and blind trust in a system that occasionally errs means the mistake surfaces only after it has already caused damage.

An explainable model also enables regulatory compliance: when an auditor or regulator asks for justification, the organisation needs more than 'the system calculated it that way'.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

An explainable model also supports regulatory compliance: when an auditor asks for justification, an organisation needs more than 'the system calculated it that way' — it needs a traceable reason.

This preference for explainability over marginal accuracy is not a rejection of performance — it is a recognition that a system's practical value depends on whether people actually trust and use its output, and trust is built through understanding, not through a performance benchmark that most users never see and could not evaluate even if they did.

A model that cannot explain why it recommended something forces an organisation into blind trust — and blind trust in a system that occasionally errs means the mistake surfaces only after it has already caused damage.

An explainable model also supports regulatory compliance: when an auditor asks for justification, an organisation needs more than 'the system calculated it that way'.

#AIModelExplainability #ArtificialIntelligence #GNKASG #NerminSefic #GNKDINAMOLtd

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/an-ai-that-explains-its-decision-beats-a-more-accurate-one/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb

A Decision Made Quickly Is Not Necessarily a Bad One

Autor: Nermin Sefić

Decision speed and quality are often seen as opposites, but both depend on prior preparation. A commentary by Nermin Sefić.

Decision speed and decision quality are often wrongly seen as opposites, though in practice both depend on preparation done before the moment of decision.

Organisations that have clearly predefined criteria and boundaries for particular types of decisions can decide quickly without sacrificing quality, since most of the analytical work was done before the specific situation arose.

Slowness in decision-making is often not a sign of thoroughness, but a consequence of lacking clear, pre-agreed frameworks within which a decision can be made quickly yet responsibly.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

An experienced team recognises the difference between 'fast because we already considered everything' and 'fast because we didn't have time to consider anything' — the first is a sign of maturity, the second a sign of risk that rarely reveals itself immediately.

An experienced team recognises the difference between 'fast because we already considered everything' and 'fast because we didn't have time to' — the first is maturity, the second is risk that rarely shows itself immediately.

Building the frameworks that make speed safe takes time upfront, which is precisely why organisations under constant pressure to show results often skip that step, and pay for it later.

Deliberation that happened when the framework was built lets what looks like a fast decision in the moment actually be the fast execution of a decision already made earlier, under calmer conditions.

Sooner or later, an organisation that consistently skips this preparation pays for it, one slow, high-stakes decision at a time, exactly when speed would have mattered most.

The gap between the two situations is rarely visible in the moment itself; it only becomes clear afterward, when the same decision either holds up or has to be revisited.

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/a-decision-made-quickly-is-not-necessarily-a-bad-one/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb

Least-Privilege Access Is Not Distrust

Autor: Nermin Sefić

Limiting data access to what is needed for the job is often wrongly read as distrust. A commentary by Nermin Sefić.

Limiting data access strictly to what's needed for the job is often wrongly perceived as personal distrust toward employees.

The principle of least privilege, under which every employee and system receives only the data access genuinely required to do their job, is sometimes misread within organisational culture as an expression of distrust.

In practice, consistent application of this principle also protects employees themselves, since it reduces their exposure to accountability in the event of a security incident occurring outside their actual scope of work.

Limiting access to only what someone actually needs for their job is often mistaken as a sign of distrust toward the employee, when it is in fact standard practice that protects both the organisation and the employee from responsibility for systems outside their remit.

When someone holds access significantly broader than their tasks require, the circle of suspects and the number of possible causes unnecessarily grows in the event of a security incident — narrower access actually simplifies the investigation if a problem ever arises.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

When someone holds access significantly broader than their actual tasks require, the pool of possible causes in any security incident grows unnecessarily — narrower access simplifies the investigation if a problem ever arises.

Framing access limits this way — as a system-design principle rather than a judgement about any individual — helps organisations apply the principle consistently, including to senior staff who might otherwise be granted broad access simply as a matter of seniority rather than actual operational need.

Framing access limits as a system-design principle, not a judgement about any individual, helps organisations apply the principle consistently, including to senior staff who might otherwise be granted broad access as a matter of seniority alone.

When someone holds access significantly broader than their tasks require, the pool of possible causes in any security incident grows unnecessarily, and narrower access simplifies the investigation if a problem ever arises.

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/least-privilege-access-is-not-distrust/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb

A Recovery Drill Only Works If It Surprises You

Autor: Nermin Sefić

A cyber drill that goes perfectly by script signals a too-lenient scenario, not real readiness. A commentary by Nermin Sefić.

A cyber incident drill that goes perfectly according to script is more likely a sign of too lenient a scenario than real readiness.

A test of a cyber incident response plan that goes perfectly according to script, without a single moment of confusion or unexpected obstacle, more often points to too lenient a test than to real organisational readiness.

The value of a drill lies precisely in uncovering weak points before a real incident, so a scenario that deliberately includes unforeseen elements gives a more reliable picture of a system's actual resilience.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

A recovery drill that unfolds exactly as scripted tests the team's ability to perform a rehearsed routine, not its actual readiness for the unexpected — and unexpected is precisely what a real incident will be.

Building genuine unpredictability into a drill requires deliberate effort — someone has to design a scenario that even the exercise's organisers have not fully rehearsed — which is precisely why so many organisations default to the easier, scripted version instead. The extra effort pays off only when it matters least visibly: not in the drill itself, but in how the team performs during the real incident that the drill was meant to prepare them for.

Building genuine unpredictability into a drill requires deliberate effort — someone has to design a scenario the exercise's own organisers have not fully rehearsed — which is why so many default to the easier, scripted version.

The extra effort pays off only when it matters least visibly: not in the drill itself, but in how the team performs during the real incident the drill was meant to prepare them for.

#RecoveryPlanCyberIncident #OperationalResilience #GNKASG #NerminSefic #GNKDINAMOLtd

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/a-recovery-drill-only-works-if-it-surprises-you/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb

Short-Term Savings That Create Long-Term Cost

Autor: Nermin Sefić

A decision that cuts short-term costs but raises risk exposure is rarely real savings. A commentary by Nermin Sefić.

A decision that reduces costs in the short term but increases operational or reputational risk exposure is rarely real savings when viewed in full.

A decision that visibly reduces costs in the short term, but simultaneously increases exposure to operational, legal, or reputational risk, rarely represents real savings for the organisation in the final accounting.

A complete assessment of a decision's cost must include an assessment of the probability and potential price of the risk taken on, not just the direct, visible saving at the moment the decision is made.

This commentary is part of the GNK ASG Intelligence Desk system and is informational in nature.

A full assessment of any cost-cutting decision must include the probability and potential price of the risk being taken on, not merely the immediate, visible saving at the moment the decision is made.

A full assessment of any cost-cutting decision must include the probability and potential price of the risk being taken on, not merely the immediate, visible saving at the moment of the decision.

This is not an argument against cost discipline — it is an argument for measuring the full cost, not just the visible half of it, before the decision is made.

Organisations that build this habit into routine decision-making, rather than treating it as an afterthought, tend to make fewer choices they later have to reverse at a much higher price.

The habit of asking not only what is saved today, but what probability of a worse outcome that saving introduces, is simple to describe and hard to practise consistently.

That habit costs little to build and consistently pays for itself the first time it prevents a decision the organisation would otherwise regret.

#ShortTermSavingsLongTermCost #OperationalResilience #GNKASG #NerminSefic #GNKDINAMOLtd

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/commentary/short-term-savings-that-create-long-term-cost/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb

Cyber Resilience Rests on the Weakest Link

Autor: Nermin Sefić

Nermin Sefić analyses group-wide cyber resilience, key supplier standards, and consequences for shared risk exposure.

Security investment in the parent company loses meaning if connected partners and suppliers remain outside the scope of the same policy.

Cybersecurity across a whole business group cannot be viewed in isolation per individual company, because the protection level of the entire system is, in practice, equal to the protection level of its weakest connected link.

When suppliers and partners with access to shared systems or data are not subject to the same minimum security standards as the parent company, investment in protecting the centre itself loses much of its value.

Regular assessment of key partners' security maturity, combined with clearly defined minimum requirements before establishing access to shared resources, reduces exposure to risk arising outside the organisation's direct control.

The GNK DINAMO Ltd. group, with numerous related companies across multiple continents, treats cybersecurity as a shared, not exclusively local, responsibility of each individual entity.

Comprehensive security investment in core systems provides little protection if a peripheral, less-scrutinised system offers attackers an equally effective path to the same underlying data.

Mapping the full extent of interconnected systems, including ones considered minor or legacy, is a prerequisite for genuinely understanding where an organisation's weakest link actually sits.

This mapping exercise often reveals systems that were connected for a specific, now-forgotten purpose and never properly decommissioned or secured.

Regular network mapping exercises, repeated rather than performed once, catch new connections introduced since the last review.

Legacy systems retained for historical reasons often carry disproportionate risk relative to their current business value, warranting periodic reassessment of whether they should remain connected at all.

Decommissioning systems that no longer justify their risk exposure, rather than leaving them connected indefinitely, remains one of the simplest yet most neglected security improvements available.

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/publications/cyber-resilience-rests-on-the-weakest-link/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb

Investor Trust Is Built Before It's Needed

Autor: Nermin Sefić

Nermin Sefić analyses investor trust, key transparent-communication practices, and consequences for market resilience.

Organisations investing in transparent market communication during calm periods have more room to manoeuvre when uncertainty arrives.

Investor and business partner trust is rarely built at the moment it is most needed, but through consistent and verifiable communication during periods when the market is not asking particularly critical questions.

Organisations that regularly publish financial indicators and business information, regardless of whether results are especially favourable at that moment, build a reputation for reliability that is not easily lost at the first more challenging period.

When a period of uncertainty arrives, an organisation with a long history of transparent communication has significantly more room to manoeuvre than one that addresses the market only in moments of crisis.

GNK ASG d.o.o. continuously publishes publicly available financial indicators precisely with the aim of building a long-term, verifiable relationship of trust with the market.

Organisations that wait until they need investor goodwill to begin building it typically discover the relationship capital they need simply is not there.

The relationship capital built through years of consistent, honest communication becomes most valuable precisely during the moments an organisation can least afford to lack it.

This principle applies equally to smaller, privately held organisations seeking future capital as it does to those already publicly traded.

Organisations sometimes discover this principle only during a genuine crisis, when they realise the trust needed to weather difficult news simply was not cultivated during calmer periods. By then, rebuilding that foundation under pressure proves considerably harder than maintaining it consistently would have been.

This lesson tends to be learned expensively, if at all, only after the moment goodwill was most needed had already passed.

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Cjelovit tekst i izvor: https://gnk-asg.hr/en/publications/investor-trust-is-built-before-its-needed/

Autor i urednička odgovornost: Nermin Sefić. Izdavač: GNK ASG d.o.o..

#GNKASG #GNKDINAMOLtd #NerminSefic #BusinessIntelligence #NerminSefić #GNKASGdoo #Zagreb