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Operational models: why processes hinder

The article analyzes the conflict of operational models as the cause of process failures. Types of models, cases from practice, diagnostics, and the COO role in alignment are discussed.

Why processes destroy management: models and cases
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Operational Model Conflict: Why Processes Slow Down Management

In companies facing growing chaos, the usual response is process refinement—more transparency, new rules, stricter controls. At first, this boosts efficiency, but soon the opposite happens: decisions stall, roles multiply, and teams lose momentum. The root cause isn’t the processes themselves—it’s a mismatch in the operational model. As long as this conflict remains hidden, any process tweaks only deepen the disorder.

The operational model defines the foundation: how decisions are made, power is distributed, priorities set, accountability assigned, and actions tied to business outcomes. Processes are just tools—and they only work within the right model.

Types of Operational Models and Their Trade-offs

In practice, several models dominate: Founder-driven (founder-led), Functional, Product/Value-stream, Governance-driven, and Portfolio. Each comes with its own trade-offs:

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  • Founder-driven delivers speed but doesn’t scale.
  • Process-driven offers control at the cost of slowness.
  • Portfolio aligns with finance but requires maturity.

The right choice depends on current business needs. Companies rarely stick to one pure model—mixing them without analysis leads to conflict, slowdowns, and loss of control.

For diagnosis:

  • Identify the dominant model.
  • Align execution with it.
  • Change only when necessary.

Case 1: Model Shift After a Deal Collapse

A company was preparing for acquisition, implementing transparency, structured processes, and prioritization. When the deal fell through, founders reverted to direct control, the management layer collapsed, and formal processes were ignored. Increased oversight caused:

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  • Decisions taking orders of magnitude longer.
  • A surge in cross-approval loops.
  • Reduced predictability in releases.

The core issue? A clash between a process-driven model (for investors) and a founder-driven one (for operations). Shifting back to a coherent model restored clarity and regain control.

Case 2: The Scaling Trap in Growth

In an iGaming project growing 2x–3x annually, leadership focused heavily on the CTO—engineering, operations, product. Scaling via a CPO introduced overlapping responsibilities, roles with no clear value, conflicts, and a crisis. Efficiency dropped: team leads were overloaded, decisions slowed.

Insight: Scaling isn’t about adding people—it’s about formalizing authority and accountability. New roles without this foundation create friction.

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Diagnosing Your Model in 2 Weeks

In a new company, assess using three metrics:

  • Decision-making: centralized (CEO), role-based (CPO/CTO), or process-driven (SLAs, prioritization).
  • Prioritization: in backlogs/roadmaps or scattered across chats and meetings.
  • Accountability: clear owner or vague responsibility?

Test: Could the system survive two weeks—or even a month—without the CEO? If not, it’s founder-driven.

The COO’s Role in Alignment

The COO doesn’t implement processes—they:

  • Analyze the current model and its constraints.
  • Align execution with the chosen model.
  • Adjust only when business needs evolve.

Key Takeaways

  • The operational model determines process effectiveness—not the other way around.
  • Blending models without analysis causes chaos and delays.
  • Scaling requires formalized authority; otherwise, roles become meaningless.
  • A 2-week diagnostic reveals the dominant model through decision patterns, priority handling, and accountability.
  • Shifting from "implement processes" to "align with the model" restores speed and clarity.

Conclusion

There’s no one-size-fits-all management approach. What works for one company can destroy another. Focusing on alignment between the operational model and business goals eliminates 80% of process-related issues.

— Editorial Team

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