Wicked Problems: Case Study 1: SAP HANA

By John O’Neill · Published on DoDifferentNow.com

“Wicked problems are not evil — just profoundly resistant to tidy solutions.”
Horst Rittel, Design Theorist

Enterprise leaders often seek certainty in a world full of ambiguity. Yet the most strategic challenges we face — digital transformation, ERP modernization, sustainable operations — are not tame problems with clear solutions. They are wicked problems: messy, interdependent, politically charged, and impossible to “solve” in the traditional sense.

In this post, I explore the 10 characteristics of wicked problems, how they surface in business strategy, and how SAP’s rollout of its HANA in-memory platform illustrates both the pitfalls and potential of navigating such challenges. Then I propose what SAP (and others) should do to lead through wickedness rather than around it.

🔟 What Makes a Problem “Wicked”?

Design theorists Horst Rittel and Melvin Webber identified ten characteristics of wicked problems in 1973. Here’s a business-friendly breakdown:

PropertyWhat It Means in Business
No definitive formulationYou can’t pin down a single definition — the problem shifts as you explore it.
No stopping ruleThere’s no final solution — only ongoing improvement.
Good-or-bad, not true-or-falseSuccess is subjective and stakeholder-dependent.
No immediate or ultimate testEffects unfold over years. You can’t pilot a wicked solution like an app.
One-shot operationsActions (like ERP migrations) have irreversible impact.
No exhaustive list of solutionsOptions are endless and constantly changing.
Essentially uniqueNo two organizations face the exact same version of the problem.
Symptom of other problemsStrategic challenges are often interconnected.
Framing defines actionHow you define the problem shapes what you do.
No right to be wrongLeaders are held accountable for outcomes, even amid uncertainty.

💼 Wicked Problems in the Enterprise

Common examples:

  • “Should we move to the cloud or modernize on-prem?”
  • “How do we retain talent in a hybrid workforce?”
  • “Why are our ERP costs rising with no clear ROI?”
  • “How do we measure ESG without greenwashing?”

These aren’t engineering puzzles. They’re systemic dilemmas that touch strategy, technology, people, and politics. And they require a different toolkit.

🧠 Case Study: SAP and the Wickedness of HANA

When SAP introduced its HANA in-memory database, it was tackling a wicked problem:

How can we reinvent our platform for speed and innovation without losing our massive base of legacy ERP customers or ceding cloud leadership to competitors?

🔍 Wicked Properties in Action

  • No stopping rule: HANA evolved into a platform and eventually a cloud-first ecosystem.
  • Good-or-bad: Reception varied — some saw ROI, others saw disruption and expense.
  • Framing shapes action: Internally: innovation. Externally: obligation.
  • No right to be wrong: SAP bet its ERP future on HANA — the stakes were enormous.

✅ What SAP Did Right

  • Reimagined the data layer for in-memory performance.
  • Invested in developer ecosystems and certification programs.
  • Anchored migration within S/4HANA as a platform strategy.

❌ Where It Struggled

  • Migration complexity and infrastructure cost alienated some users.
  • Value communication skewed too technical, not business-outcome focused.
  • Many customers felt pushed rather than empowered.

🔧 What SAP (and You) Should Do When the Problem Is Wicked

🎯 1. 

Reframe the Narrative: From Migration Mandates to Business Momentum

Weak narrative: “You must migrate to S/4HANA before 2027.”

Stronger narrative: “Your competitors are unlocking real-time insights, predictive analytics, and AI-ready architectures.”

SAP should stop selling databases and deadlines, and start enabling strategic agility. Highlight outcomes: faster financial close, predictive maintenance, ESG visibility — not “HANA under the hood.”

✅ Example: A global consumer goods firm accelerated SKU rationalization across markets using HANA-powered dashboards — reframing “compliance” as competitive speed.


👥 2. 

Co-Create with Customers: Don’t Deliver Solutions — Build Platforms

HANA isn’t one-size-fits-all. Neither are wicked problems.

SAP should expand its industry-specific innovation labs and foster co-innovation: manufacturing, utilities, public sector, etc. Customers become partners in design, not just targets for rollout.

✅ Example: In Brazil, SAP co-developed a public finance solution using BTP (Business Technology Platform) with local agencies — a model for iterative policy+tech synergy.


🔄 3. 

Embrace Iteration: Shift from Big Bang to Safe Steps

Wicked problems don’t reward bold declarations. They reward learning.

SAP should champion modular adoption paths, enabling businesses to move in sprints not leaps: Central Finance first. Then Group Reporting. Then production planning. Provide safe sandboxes for legacy integration testing.

✅ Example: A European auto parts maker migrated to S/4HANA in phases — beginning with procurement and finance — allowing in-house teams to upskill gradually while maintaining operations.


🧭 4. 

Align on Values, Not Just Architecture

Customers don’t just want a faster system — they want alignment with their purpose and constraints.

SAP must be explicit: every feature, every migration choice comes with trade-offs. Be transparent about what will simplify, what will break, and what will evolve.

✅ Example: When SAP offered sustainability and circular economy KPIs baked into S/4HANA for Chemicals, it turned a technical migration into a board-level ESG enabler.


🌍 5. 

Link Tech to Strategic Impact — Beyond Performance

No CIO gets budget for “HANA.” They get it for AI, resilience, ESG, and market adaptability.

HANA should be positioned not just as fast, but future-proof — underpinning AI readiness, regulatory compliance, and supply chain agility.

✅ Example: During COVID-19, SAP customers with HANA-enabled visibility adapted faster to supply chain shocks — especially in pharmaceuticals and food logistics — proving the link between in-memory data and operational resilience.


🌱 Final Thought: Leading Through the Fog

Wicked problems aren’t resolved with a roadmap. They’re navigated through:

  • 📍 Clear outcome narratives
  • 🤝 Collaborative design
  • 🔁 Iterative pathways
  • 🧠 Strategic transparency
  • 📈 Business-aligned technology

SAP’s opportunity isn’t to enforce HANA — it’s to invite enterprises into a composable, trusted, real-time future.

And for any leader: the more complex the challenge, the more vital it is to collaborate, reframe, and learn out loud.


Want a visual toolkit or wicked problem audit template for your own business? Reach out or subscribe to the Do Different Newsletter.

Links to other posts in this Series

Wicked Problems: An introduction

Wicked Wicked Problems 2: Case Study 2: System Migrations

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