Bottlenecks &
performance
Identify the constraint that limits throughput, lead time, quality, or another result that matters to the business.
Business improvement · AI adoption
Find the Constraint.
Improve the System.
I help organizations find bottlenecks, improve the processes that matter most, and adopt AI without creating new operational or behavioural risks.
What I help with
Improve flow. Protect the result.
Focused work for leaders and teams facing recurring operational problems, unclear priorities, or expensive AI initiatives that have not yet found their business case.
Bottlenecks &
Process &
flow improvement
Untangle handoffs, dependencies, policies, and priorities so the work moves more reliably through the system.
AI adoption &
behavioural risk
Make AI useful and safe in practice: clear use cases, realistic costs, human behaviour, decision quality, and operational guardrails.
How I work
From a vague problem to a testable change.
The method is deliberately simple. The difficult part is determining what needs attention before an organization invests time and attention everywhere else.
Goal
Agree on the result that must improve and the scope that matters.
Constraint
Separate symptoms from the limiting factor, conflict, policy, or dependency.
Intervention
Design the smallest change likely to improve the system as a whole.
Measure
Define what would count as evidence that the improvement is real.
Typical problems
When the activity is high, but the result is not.
You do not need a complete diagnosis before getting in touch. These are common places where a focused analysis is useful.
- 01Processes are slow, unreliable, or full of rework.↗
- 02Teams are busy, but the overall result is not moving.↗
- 03AI is being introduced without a clear business case.↗
- 04Local KPIs improve while the system performs worse.↗
- 05A recurring conflict or decision is blocking necessary change.↗
Engagements
Start at the level the problem requires.
The initial scope is intentionally practical. We can begin with a contained question, then decide whether further work is worth doing.
Diagnostic
A focused assessment to define the core problem, map its drivers, and identify a credible constraint hypothesis.
Improvement Sprint
A short, hands-on engagement to design, test, and measure a targeted process or flow intervention.
AI Risk Review
A pragmatic review of an AI initiative before it creates avoidable costs, weak decisions, unsafe use patterns, or operational friction.
Advisory
Ongoing thinking partnership for founders and leaders working through complex systems, priorities, and change decisions.
About Sebastian
Systems have both architecture and people.
My work sits at the intersection of medicine, research, software, and behavioural science. That combination makes it natural to look at a problem as both a process and a human system – incentives, assumptions, habits, fears, and decisions all affect what actually happens.
A systems perspectiveMedicine + research + software + behaviour
Contact
Discuss a problem.
Send a few sentences about what keeps returning, what has already been tried, and the result you need to improve. I will tell you whether a focused conversation makes sense.
Start a conversationOr email info@drkristof.com