The three villains
CEE’s tech talent
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AI to the rescue

AI is poised to create a whole new way of working

June 26, 2023

5 min read

June 26, 2023

5 min read

Photo: Dreamstime.

We’re all carrying digital debt: the inflow of data, emails, meetings, and notifications has outpaced humans’ ability to process it all. And the pace of work is only intensifying. Everything feels important, so we spend our workdays trying to get out of the red. 

A new report from software giant Microsoft, based on a survey of more than 31,000 people in 31 countries, and analysing trillions of Microsoft 365 productivity signals, along with labour trends from the LinkedIn Economic Graph, suggests that organisations that embrace AI will unleash creativity and unlock productivity for everyone—ushering in a new wave of productivity growth and value creation. 

The report reveals three key trends that business leaders need to take note of: digital debt is costing us innovation; employees increasingly view AI as an ally; all employees need AI aptitude. 

“Employees need to build AI aptitude to embrace a new world of working with AI as a copilot,” says Aliya Nazarkasimova, Director, Modern Work, Central Europe at Microsoft.  

“We found that it’s essential that employees learn when to leverage AI, how to write great prompts, how to evaluate creative work, and how to check for bias.” 

Worldwide, nearly two in three people (64 per cent) say they struggle with having the time and energy to do their job—and those people are three and a half times more likely to also struggle with innovation and strategic thinking. In Poland, workers are more than four times more likely to struggle with innovation and creative thinking. 

At the same time, sixty per cent of business leaders around the world are already feeling the effects, saying that a lack of innovation or breakthrough ideas on their teams is a concern. For Central Europe the figures are only slightly lower: 56 per cent in Czechia and 51 per cent in Poland. 

AI, the workers’ ally 

Amid broad concerns of AI replacing jobs, the Microsoft report reveals an unexpected insight: employees are more eager for AI to lift the weight of work than they are afraid of job loss to AI.  

Globally, while 49 per cent of people say they’re worried AI will replace their jobs, even more—70 per cent—would delegate as much work as possible to AI in order to lessen their workloads. 

Although in Central Europe these figures are slightly lower, they are in keeping with the global trend that no longer views AI as a threat but as a potential ally. 

In Czechia, 34 per cent of workers fear AI replacing them, while in Poland the figure is 45 per cent. Nevertheless, 59 per cent of Czechs would be happy delegating to AI, as would 61 per cent of Poles. 

The advantages for employees who embrace AI can be significant and positively impactful, and employers should offer the tools their employees need, Nazarkasimova believes. 

“Our research shows that employees are thinking about how they can benefit from using AI in all kinds of work – the administrative, but also the analytical and even creative aspects – so leaders must seize this moment to equip teams with the tools and resources needed to thrive in an AI-powered future.” 

And the AI optimism doesn’t stop there. Almost two thirds of workers in Central Europe believe it can enhance creativity, from formulating ideas for their work to editing their work. It appears that the more people understand AI, the more they see its promise to help with the most meaningful parts of their jobs. For example, 87 per cent of workers in creative roles who are extremely familiar with AI said they’d be comfortable using AI for creative aspects of their job. 

AI aptitude 

Nevertheless, the paradigm shift to AI as copilot requires a whole new way of working—and a new AI aptitude.  

The report suggests that working alongside AI—using natural language—will be as inherent to how we work as the internet and the PC.  

Skills like critical thinking and analytical judgment, complex problem solving, and creativity and originality are new core competencies—and not just for technical roles or AI experts. Leaders are already aware of this: 82 per cent globally and more than 77 per cent in Central Europe. 

The flipside is that more than half of people do not feel that currently have the necessary skills. AI will open new paths for learning, but success depends on leaders equipping employees for an AI-powered future. 

“While most employees are ready to embrace AI in the workplace, our research also revealed some concerns about what it will mean for their industry and their jobs,” Nazarkasimova tells Emerging Europe

“That’s why it’s important to build trust and ensure AI systems are designed with ethics, fairness, and inclusivity in mind. We feel a profound sense of responsibility to get this right. If we lead with transparency and ensure humans are at the centre of every decision, we can use this technology to create a more promising future for everyone.” 

Photo: Dreamstime.

Marek Grzegorczyk

Marek Grzegorczyk

Marek Grzegorczyk is an analyst at Reinvantage.

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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.