AI Disruptive Technology Symposium 2026 in London - Why decision optimization is becoming a competitive advantage

At the invitation of Goldman Sachs in London, I had the opportunity to attend the Goldman Sachs Disruptive Technology Symposium 2026. In numerous discussions with investors, technology companies and decision-makers from various industries, a clear common denominator emerged: It is not "more projects" that determine growth - but the mathematically optimal selection, sequence and combination of investment projects.

A recurring theme in many discussions

It was particularly striking how often a structural problem was confirmed: Companies have long since stopped thinking only in terms of short-term budgets, but in 3-, 4-, 5- or 10-year plans. This creates a fundamental challenge: There is not "the" single investment decision, but dozens to hundreds of possible projects at the same time - under budget, Capacity, risk and strategy restrictions.

The decisive question is therefore no longer: Is project A good? It is: Which combination of all possible projects generates the maximum ROI under real constraints? This is where real optimization begins.

The effect begins with the starting position: global optimum

A key learning from many discussions was that anyone who considers their investment landscape as an entire system and calculates the optimal portfolio starting position from this, does not start from a random prioritization, but from the global optimum.

This mathematically optimal starting position fundamentally changes strategic management, because every further decision is based on a portfolio that has already been optimally calculated.

The optimization cycle over several years

This effect is particularly pronounced over planning horizons of several years. Annual re-optimization of the project portfolio creates a continuous strategic cycle:

1. All investment projects are modeled together as a portfolio.
2. The combination with the highest mathematical value is implemented.
3. Uncommitted liquidity is retained and carried forward to the next financial year.
4. The available budget grows and is optimized again.

This creates a system of continuous portfolio optimization over time. Capital, impact and strategic clarity reinforce each other.

Over 3, 4, 5 or 10 years, this creates a cycle of optimization, budget growth and strategic impact - a structural competitive advantage strategic impact - a structural competitive advantage.

Important: projects do not disappear - they become better positioned

A point that was confirmed in many discussions: In an optimized investment system, projects are not "discarded".

They are reprioritized, postponed or strategically better positioned, so that they generate the maximum ROI at the optimum time under the right restrictions.

Conclusion: Decision quality becomes a competitive advantage

The Goldman Sachs Disruptive Technology Symposium has clearly shown that the decisive competitive advantage of the coming years will not come from new technologies alone, but through systematically better decisions in the allocation of capital.

Those who mathematically optimize their investment portfolios not only maximize the value of individual projects - but but the value of the entire company over many years.

"Every company has the right to maximum profit."
This does not mean short-term profit maximization, but the best possible use of capital, resources and time - based based on a decision-making logic, that does justice to the real combinatorial nature of investments.