SILVER BULLET SYNDROME [SBS] 3.0
Thirty Years of Digital Folly. Now Supercharged by AI - Ai SBS!
The executive addiction driving strategic drift, organisational exhaustion and the destruction of digital value.
RARE DIGITAL INNOVATION | OCTOBER 2026
Thirty years. Three revolutions. The same mistake.
ERP promised transformation in the 1990s. Cloud followed. SaaS multiplied. Now AI and Ai-SBS!
Each revolution delivered extraordinary capability. Each enabled executives to rinse and repeat an expensive mistake — purchasing technology, commissioning major programmes, instead of understanding, envisioning and leading organisational change.
Make the noise. Purchase the application. Commission the project. Declare transformation underway. Then try to find the problem it was supposed to solve.
Now add AI. Repeat at unprecedented speed.
Rare calls this Silver Bullet Syndrome (SBS).
Thirty years later, the consequences extend beyond wasted technology expenditure - failed programmes, exhausted workforces, compounding dependencies and ai-amplified strategic drift. SaaS multiplied the madness. AI has removed the brakes.
LOOP ONE — Executive seduction
When looking innovative replaces understanding what is needed.
"Surely, we need another system. A vendor sent some slides. Demonstrated something extraordinary. Not entirely sure what it does, but it looked impressive. Everyone else is doing it. Apparently there's a conference in..."
A persuasive presentation meets an enthusiastic executive. Sometimes all it takes is an unsolicited email.
The problem remains undefined. Existing capabilities go unexamined. Strategic commitments are overlooked.
The executive gets to sponsor "innovation". The vendor gets a sale. The organisation inherits the consequences. Call it Look-at-Me Syndrome.
Vendors are skilled at selling. Demonstrations, benchmarks, testimonials, wagon wheels, and buzzy-named frameworks, compelling ROI narratives are designed to convert interest into expenditure. Even "cost benefit analysis" terms are used to dazzle the suspecptible. That is their business. Digital Tabarin the performance.
Understanding organisational needs is leadership's business.
Yet the vendor's product frequently becomes the organisation's requirement.
AI has perfected the temptation. Indeed, Gartner forecasts US$2.7 trillion in global AI expenditure during 2026, up 49.5%.
Extraordinary commercial momentum, but purchasing capability is not evidence of achieving value. The solution is selected before the problem is understood.
LOOP TWO — The destruction of execution capacity
Every silver bullet lands somewhere.
Organisations have finite money, people, expertise and capacity for change.
Existing programmes have approved priorities, resources, dependencies and delivery commitments. Then another executive discovers another application.
Another vendor. Another project. Another steering group. Another integration. Another demand on the same overwhelmed people.
The new initiative does not arrive in an empty organisation. It lands directly on work already commissioned.
Resources shift. Dependencies break. Delivery slows. Costs rise. Benefits disappear into the future. Indeed, Asana's research found knowledge workers spending approximately 60% of their time coordinating work rather than performing skilled work. Some 88% reported important initiatives falling behind amid excessive workloads.
Not all attributable to SBS. But consider what repeatedly adding unplanned programmes does to already constrained organisations.
More projects. More meetings. More expenditure. Less delivery. The irony?
Declining delivery performance becomes justification for purchasing another solution.
SBS manufactures the dysfunction used to justify more SBS.
THE COMPOUNDING COST — One application. Twenty problems.
The subscription is merely the entrance fee. Licensing, integration, data, identity, security, privacy, training, support, migration, compliance and eventual exit follow.
Zylo's 2025 research reported an average 275 SaaS applications across its observed organisations, alongside substantial unused-licence expenditure.
Twenty interconnected applications can theoretically create 190 pairwise relationships requiring architectural consideration.
Not necessarily 190 integrations — but potentially significant complexity.
Now add AI - Models, tokens, inference, agents, APIs, orchestration, monitoring and consumption charges.
An entirely new technology estate layered over thirty years of unresolved complexity.
IBM's 2025 research found 63% of breached organisations lacked established AI governance policies or were still developing them.
High shadow-AI use was associated with approximately US$670,000 higher average breach costs.
These are security-study findings, not SBS-specific measures.
Nevertheless, the exposure is real. SBS consumes budgets. Multi-layered SBS consumes the organisation's capacity to execute.
LOOP THREE — Project failure becomes strategic failure
Historical Standish Group research classified approximately 31% of software projects as successful, 50% challenged and 19% failed.
Those delivery classifications do not measure SBS directly. But an unsuccessful project rarely fails alone. It consumes resources, interrupts other programmes, defers benefits and weakens confidence. Live programmes each expected to deliver NZ$1 million annually, delayed twelve months, represent NZ$5 million in deferred expected benefits — before additional costs.
The larger loss may be everything the organisation could not achieve.
Project failure becomes programme failure. Programme failure becomes strategic drift.
THE SBS CYCLE — Manufacturing strategic drift
The pattern repeats-
1. A problem is presumed.
2. A vendor presents the answer.
3. Another project is commissioned.
4. Complexity and dependencies increase.
5. Existing delivery deteriorates.
6. Leadership identifies further deficiencies.
7. Another silver bullet is purchased.
The cycle repeats until the technology roadmap reflects accumulated purchasing decisions rather than organisational strategy.
The organisation no longer directs its technology. Its technology decisions direct the organisation. AI introduces an eighth stage.
8. The accumulated dysfunction is automated and amplified.
AI-SBS — The most dangerous evolution yet
McKinsey's 2025 research found 88% of surveyed organisations using AI, yet only 39% reporting enterprise-level EBIT impact. Gartner forecasts more than 40% of agentic AI projects will be cancelled by the end of 2027, citing costs, unclear value and inadequate risk controls. Adoption is not transformation. Forecast cancellations are not observed failures. But the warning is unmistakable.
AI can create applications faster than organisations understand requirements. Deploy agents faster than governance establishes accountability. Automate processes before anyone questions whether those processes should exist.
Poor data becomes automated misinformation. Broken processes become automated dysfunction. Strategic drift becomes accelerated strategic drift.
Previously, SBS created complexity over years. AI can multiply it in weeks.
And autonomous agents can act upon it. Thirty years of organisational mistakes now have an accelerator.
THE EXECUTIVE COMPETENCE QUESTION
If an organisation cannot govern twenty applications, why should its board believe it can govern twenty applications, fifteen agents and six copilots?
What changed?
Its architecture? Data quality? Leadership discipline? Governance?
Or merely the sophistication of what vendors are selling?
Persistent SBS is increasingly a warning indicator of digital illiteracy, deficient strategic discipline and executive competence.
Not because innovation sometimes fails. Because repeatedly purchasing solutions without understanding requirements, consequences or existing commitments demonstrates a failure of leadership. Digital competence is knowing what technology should do — not merely what it can do.
THE PARADIGM REVERSAL — Organisational self-determination
The alternative is remarkably simple. Look at what the organisation actually needs.
Understand its purpose, people, processes, information, capabilities, constraints and commitments. Investigate problems. Challenge assumptions. Examine alternatives.
Then determine what technology, if any, is necessary.
Rare's modular, AI-enabled Experience-as-a-Service approach builds capabilities around organisational requirements — retaining what works, removing unnecessary complexity and introducing interoperable solutions progressively.
Not another monolithic dependency.
Organisational self-determination.
But the greater opportunity lies beyond technology.
What if organisations could continuously challenge how problems are defined, assumptions formed and decisions reached?
What if organisational intelligence examined the thinking behind proposed solutions before those solutions became expensive commitments?
The next competitive advantage may not be acquiring more intelligence from technology. It may be learning to think more intelligently as an organisation.
THE BOARDROOM WAKE-UP CALL
Thirty years of silver bullets. Trillions in technology expenditure. Extraordinary innovation.
And organisations still purchasing applications to compensate for problems they have never adequately understood. AI has made that failure potentially more dangerous than ever.
The capacity to create technological change is now capable of exceeding the organisational capacity to govern it.
Boards must stop asking which application to purchase next.
Start asking why leadership believes another application is the answer.
What evidence supports it?
What existing commitments will suffer?
What will it actually achieve?
And does leadership understand the organisation well enough to know?
Because the greatest danger is no longer purchasing the wrong technology.
It is repeating thirty years of organisational mistakes at unprecedented speed, scale and cost.
What does the organisation actually need?
RARE DIGITAL INNOVATION
Ask. Investigate. Analyse. Identify. Protect. Redesign. Assure.
From technology dependency to organisational self-determination.
Comments