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Tech needs more, not less, thinking

The least questioned assumptions are often the most questionable

June 3, 2025

5 min read

June 3, 2025

5 min read

Photo: Dreamstime.

The problem with fast moving digital disruption, where groove-in (control of technological standards and/or technological familiarity) drives markets towards monopolistic competition, where the winner takes all, is that our traditional notions of management simply don’t work.

Historically, much of a manager’s work was about reproducing predictable order. However, the rising speed and complexity of economic change requires adaptability over predictability. 

As markets are disrupted and move from bell curves to Pareto curves, profitability is not about incremental improvements, it’s about adapting to survive. Exposed to the convergence of technology and globalisation, increasingly managers are being forced to question the assumptions and decision-making routines that underlie their traditional best practices.

Whilst it is easy, in theory, to describe how management needs to have a flatter structure and to change its behaviour, in reality this is a major challenge to most managers’ training and experience. 

Breaking the single loop

Chris Argyris, in Teaching Smart People How to Learn, described how many companies were, and still are, organised around a culture that he calls single loop learning.

In such organisations, legitimate management is defined through a vocabulary of productivity, efficiency and process improvements. People learn new tasks and competencies, but faced with significant change, managers seek to impose it upon their subordinates whilst retaining their own familiar environments.

My experience as a consultant, as well as research from elsewhere, indicates that this is a common problem and is a serious barrier to both organisational change and performance improvement. 

On the other hand, Argyris shows that real gains in value creation, capture and innovation come from the questioning of basic assumptions that he calls double loop learning. Gillian Tett (pretty much the only journalist to predict the 2008 financial crisis), in her book The Silo Effect, finds that, “the least questioned assumptions are often the most questionable”.

The trouble is that managers find the questioning of their most basic assumptions of organisational life difficult. Managers dislike the double challenge of questioning their basic assumptions of what are legitimate forms of work, how to organise work and the threat to their position, status and security within the organisation that goes with it.

‘A fish would be the last to see water’

I have worked with a number of organisations where the project was theoretically to facilitate change, but in actual fact there was little genuine desire to change. Many professionals are so familiar with their focus upon efficiency and optimisation that, as Argyris puts it, “…whenever their single-loop learning strategies go wrong they become defensive, screen out criticism and put the ‘blame’ on anyone and everyone but themselves. In short, their ability to learn shuts down precisely at the moment they need it most.”

Working with a global media company in 2016, it was shocking how managers insisted that a dramatic decline in sales, and a staff turnover rate of 30 per cent, were due to people not working hard enough.

When introduced to a technology company developing a mobile app to replace its old process-based services, managers dismissed the innovators as “small fry”. 

As the situation became increasingly critical, the CEO was told by the HR director that this was a strategic problem, to which the HR Director was told, “Stop talking about strategy. I know all about strategy. I have read all the books. Go do what HR people are supposed to and interview some people and fix this problem.”

As Ralph Linton wryly noted, back in 1942 in his book The Study of Man, “a fish would be the last to see water”. 

Similarly, in 2004, Eric Bonabeau found that, “the homogenising nature of best practices can destroy value for corporations, which forget that strategy is, at its heart, all about differentiation.”

Embracing the double loop

Double-loop learning is about thinking beyond the execution of tasks and how they could be made more efficient that characterizes companies such as the company described above. As such it defines management as rooted in critical thinking, dynamic execution, and adaptable mindsets with a tolerance for high levels of ambiguity.

My experience supports Argyris’ findings that whilst managers understand double loop learning intellectually, in practice, they find it very difficult to actually do.

Learned emphasis upon operational efficiency, quantitative performance targets and the fact that technology provides ever more scope for interruption combine to create a culture that mitigates against critical questioning of assumptions. 

The expression used all too often by managers is that they simply don’t have time.  Whilst this is clearly placing a glass ceiling upon their individual careers by limiting them to purely operational roles, it is also holding back organisational growth.

In disruptive times it is not enough just to work existing best practices and processes harder. As Gillian Tett says in her book Anthrovision, “we must look at our own world with the lens of an outsider to see ourselves clearly”.

Of the many organisational problems that I come across in my consulting practice, single loop learning is by far the most prevalent cause of most of them. Overworked managers simply become so wrapped up in their mastery of best practices that keep them afloat, amidst a constant stream of operational demands, that they stop questioning them. 

The desire to convey competence, driven by shortages of time and career ambition becomes unquestioning conformity to existing norms and practices.

The fundamental problem with digital disruption is that because it changes the nature of market dynamics it creates a level of complexity that goes beyond most managers’ experience or preparedness. 

Managers are trained and are used to applying best practices. However, digital disruption succeeds by challenging existing best practices and rendering them irrelevant. If you want to survive and thrive in these turbulent times, learning to escape single loop learning will be the key driver of how you are, or are not, able to adapt.


Taken from the forthcoming book All In: An Executive Guide to Complexity & Digital Disruption by Andrew Taylor and Raluca Bochiș, University of Buckingham Press.

Photo: Dreamstime.

Andrew Taylor

Andrew Taylor

Dr Andrew Taylor coordinates the Buckingham University executive MBA in Cluj for Transilvania Executive Education.

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Case study: Global technology company

1. The Client

A global technology company operating across EMEA, with a regional HQ in Istanbul. The company manages 20+ markets, handling everything from brand campaigns to strategic partnerships.

Role we worked with: The EMEA Head of Marketing (supported by two regional managers).

2. The Challenge

Despite strong products and a respected global brand, the regional team was struggling with:

  • Misaligned strategy across markets → campaigns executed with inconsistent narratives.
  • Slowed growth → lead generation plateaued despite increasing spend.
  • Internal friction → marketing, sales, and product teams disagreed on KPIs and priorities.

Traditional fixes (more meetings, more reporting) only created more noise.

3. The Sprint

We ran a 10-day Remote Reinvention Sprint with the regional HQ team.

  • Day 1–3: Intake → Reviewed decks, campaign data, and plans.
  • Day 4: Sprint Session (90 mins) → Breakthroughs:
    • Sales and marketing had different definitions of “qualified lead.”
    • 40% of spend was going into low-potential markets.
    • The team assumed the problem was lack of budget, but it was actually lack of alignment.
  • Day 5–10: Synthesis → Insights distilled into a Clarity Brief + Insight Canvas.
4. The Breakthrough

The Sprint uncovered that the issue wasn’t budget, but fragmentation.
Three sharp insights unlocked a way forward:

  1. Unified KPIs bridging marketing + sales.
  2. Market prioritisation → shifting budget to 5 high-potential markets.
  3. Simplified narrative → one EMEA core story, locally adaptable.
By just realigning resources and focus, the client could unlock an estimated £250,000 in efficiency gains within the next 12 months — far exceeding the Sprint’s value guarantee. The path to higher returns was already inside the business, hidden by misalignment.
5. From Sprint to Action (4 Pillars Applied)

With clarity secured, Reinvantage didn’t suggest “more projects.”

Instead, we used the Sprint findings to create laser-focused next steps — drawing only from the areas that would deliver the most impact:

  • Readiness → Alignment workshops for sales + marketing teams. New playbooks clarified “qualified lead” definitions and reduced internal disputes.
  • Foresight → A market-opportunity scan identified which 5 countries would deliver the highest ROI, removing the guesswork from allocation.
  • Growth → Guided the reallocation of €2M budget and designed a phased rollout strategy that protected risk while maximising return.
  • Positioning → Built a messaging framework balancing global consistency with local nuance, ensuring campaigns spoke with one clear voice.

Because the Sprint had stripped away noise, these actions weren’t generic consulting ideas — they were directly tied to the breakthroughs.

6. The Results
  • +28% increase in qualified leads across the region.
  • 30% faster campaign rollout due to streamlined approvals.
  • Budget efficiency gains → €2M redirected from low-return to high-potential markets.
  • Internal cohesion → marketing + sales now use a single shared dashboard.
The client came in believing they needed more budget.
The Sprint revealed that what they really needed was clarity and alignment.

With that clarity, the four pillars became not theory, but practical tools to deliver measurable impact.

The Sprint guaranteed at least £20,000 in value — but in this case, it helped unlock more than 10x that within six months.

Case study: Regional VC fund & accelerator

1. The Client

A regional venture capital fund and accelerator focused on early-stage tech start-ups in the Baltics and Central Europe.

The fund had raised a new round and was under pressure to deliver stronger returns while also building its reputation as the go-to platform for founders.

Role we worked with: Managing Partner, supported by the Head of Portfolio Development.

2. The Challenge

Despite a promising portfolio, results were uneven.

Key issues:

  • Scattered portfolio support → no consistent playbook for start-ups, every partner did things differently.
  • Weak differentiation → founders and co-investors saw the fund as “one of many” in the region.
  • Stretched team → too many small bets, not enough clarity on which companies to double down on.

The leadership team knew something was off, but disagreed on whether the issue was pipeline quality, market conditions, or internal capacity.

3. The Sprint

We ran a 10-day Remote Reinvention Sprint with the partners and portfolio team.

  • Day 1–3: Intake → Reviewed pitch decks, pipeline funnel data, and start-up performance reports.
  • Day 4: Sprint Session (90 mins) → Breakthroughs:
    • No shared definition of a “high-potential founder.”
    • Support resources were spread too thin across the portfolio.
    • The fund’s positioning was more reactive than proactive — it didn’t own a distinctive narrative in the market.
  • Day 5–10: Synthesis → Insights consolidated into a Clarity Brief + Insight Canvas.
4. The Breakthrough

The Sprint revealed that the challenge wasn’t pipeline quality — it was lack of focus and positioning.

Three core insights provided the turning point:

  1. Portfolio Prioritisation Framework → defined clear criteria for where to double down.
  2. Founder Success Playbook → standardised support model for portfolio companies.
  3. Differentiated Narrative → repositioned the fund as “the accelerator of reinvention-ready founders.”
These shifts alone gave the fund a path to add an estimated £2M+ in portfolio value over the following 18 months, by concentrating capital and resources where they could move the needle most.
5. From Sprint to Action (4 Pillars Applied)

With clarity from the Sprint, Reinvantage created a tailored support plan:

  • Readiness → Coached partners on using the new prioritisation framework and trained the team on deploying the Founder Success Playbook.
  • Foresight → Ran scenario analysis on regional tech trends, helping the fund anticipate where capital would flow next.
  • Growth → Guided resource reallocation across the portfolio and supported new co-investor pitches for top-performing start-ups.
  • Positioning → Crafted a sharper brand story for the fund, positioning it as the reinvention partner for globally minded founders.
6. The Results
  • 10 portfolio companies onboarded to the new Playbook → greater consistency of support.
  • Raised follow-on capital for 3 top start-ups with the new prioritisation framework.
  • +26% increase in inbound deal flow from founders citing the fund’s new positioning.
  • Stronger internal cohesion → partners aligned on where to focus resources.
The client thought the problem was pipeline quality.
The Sprint showed it was actually lack of clarity and focus inside the firm.

By applying the four pillars, Reinvantage helped turn scattered effort into concentrated value creation.

The Sprint guaranteed at least £20,000 in value; here it set the stage for multi-million-pound upside in portfolio growth.

Case study: International impact Organisation

1. The Client

A large international impact organisation focused on entrepreneurship and economic empowerment.
The organisation runs multi-country programmes across Eastern Europe and Central Asia, often in partnership with global donors and corporate sponsors.

Role we worked with: Senior Programme Director, responsible for regional coordination.

2. The Challenge

The organisation had launched a flagship regional initiative supporting women entrepreneurs, but the programme was underperforming.

Key issues:

  • Fragmented delivery → each country office interpreted the programme differently.
  • Donor frustration → reporting lacked consistency and clear impact metrics.
  • Lost momentum → staff energy was spent on administration rather than scaling success stories.

Traditional programme reviews had produced long reports, but no real alignment or action.

3. The Sprint

We ran a 10-day Remote Reinvention Sprint with the regional leadership team and representatives from two country offices.

  • Day 1–3: Intake → Reviewed donor reports, programme KPIs, and field feedback.
  • Day 4: Sprint Session (90 mins) → Breakthroughs:
    • Donors cared about quantifiable outcomes, but reporting focused on stories.
    • Staff were duplicating efforts across countries, wasting time and resources.
    • The initiative lacked a clear theory of change — everyone described its purpose differently.
  • Day 5–10: Synthesis → Insights distilled into a Clarity Brief + Insight Canvas.
4. The Breakthrough

The Sprint revealed that the issue wasn’t donor pressure or programme design — it was a lack of shared framework and alignment.

Three critical insights reshaped the path forward:

  1. One Unified Theory of Change → agreed narrative for why the programme exists.
  2. Core Impact Metrics → clear, comparable KPIs across all countries.
  3. Smart Resource Sharing → digital hub to stop duplication and accelerate knowledge flow.
By eliminating duplicated reporting and clarifying what success looks like, the client saw they could save the equivalent of £100,000 in staff time annually — while also unlocking stronger donor confidence and follow-on funding opportunities.
5. From Sprint to Action (4 Pillars Applied)

Armed with Sprint clarity, Reinvantage proposed a laser-focused support plan:

  • Readiness → Trained programme leads on using the new metrics and integrated them into existing workflows.
  • Foresight → Analysed donor trends and expectations, aligning the initiative with the next funding cycle.
  • Growth → Developed a funding case based on the new unified theory of change, securing higher renewal chances.
  • Positioning → Crafted a regional success narrative and storytelling toolkit, helping them showcase results consistently across markets.
6. The Results
  • 30% less time spent on reporting → freed capacity for programme delivery.
  • Donor satisfaction improved → positive feedback on the clarity of impact evidence.
  • Secured new funding commitment → one major donor increased their contribution by 20%.
  • Stronger internal morale → staff felt they were working with clarity, not chaos.
The client thought it needed better donor management.
The Sprint revealed it needed a shared foundation across its teams.

By anchoring on the four pillars, Reinvantage turned alignment into efficiency gains and fresh funding opportunities.

The Sprint guaranteed at least £20,000 in value; here it unlocked both six-figure savings and future-proofed funding.

Case study: National digital development agency

1. The Client

A national digital development agency tasked with driving the government’s digital transformation agenda, including e-services, citizen portals, and smart city pilots.

Role we worked with: Director of Digital Transformation, supported by IT and service delivery leads from three ministries.

2. The Challenge

The agency had strong political backing but faced hurdles in implementation.

Key issues:

  • Siloed projects → each ministry developed digital tools independently, leading to duplication.
  • Citizen frustration → services were digital in name, but still required multiple logins and offline steps.
  • Funding pressure → international partners demanded clearer impact in the short term.

The agency wanted to accelerate momentum but struggled to get alignment across ministries.

3. The Sprint

We ran a 14-day Immersive Reinvention Sprint with the agency’s leadership and digital focal points from three ministries.

  • Day 1–3: Intake → Reviewed strategy docs, donor reports, and citizen feedback data.
  • Day 4: Immersive Sprint Session (half-day) → Breakthroughs:
    • Each ministry had different definitions of “digital service.”
    • 20% of budget was going into overlapping pilot projects.
    • Citizens’ top frustrations were known — but not prioritised.
  • Day 5–14: Synthesis → Insights consolidated into a Clarity Brief + Insight Canvas.
4. The Breakthrough

The Sprint revealed that the biggest blocker wasn’t lack of funding, but lack of shared priorities.

Three practical insights stood out:

  1. One Definition of Digital Service → agreed across ministries.
  2. Quick-Win Prioritisation → focus on top 3 citizen pain points (ID renewal, business registration, healthcare booking).
  3. Shared Resource Map → pool budgets to eliminate duplication.
These changes alone allowed the agency to unlock £75,000 in immediate savings and deliver 2–3 visible improvements in the next quarter — meeting donor expectations and building citizen trust.
5. From Sprint to Action (4 Pillars Applied)

Based on the Sprint clarity, Reinvantage proposed a modest, targeted package of support:

  • Readiness → Facilitated inter-ministerial workshops to embed the “one digital service” definition.
  • Foresight → Analysed citizen feedback trends to shape the quick-win roadmap.
  • Growth → Supported the reallocation of funds to joint projects, reducing overlap.
  • Positioning → Crafted a communication plan highlighting early digital wins to donors and citizens.
6. The Results
  • 2 pilot services integrated into the central portal (ID renewal + healthcare booking).
  • Budget savings of £75,000 from eliminating overlapping projects.
  • Citizen satisfaction up modestly → call centre complaints on digital services dropped by 12%.
  • Donor confidence improved → short-term impact report received positive feedback.
The client thought it needed more funding and bigger projects.
The Sprint revealed it first needed clarity and alignment.

By applying the four pillars to a targeted scope, Reinvantage helped deliver visible results within a single quarter — proving progress to citizens and donors and laying the groundwork for deeper transformation.

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