System design for growing software companies

Your company grew.
The way you work didn't.

I help growing software companies find the structural friction behind slow decisions, competing priorities and critical initiatives that keep getting stuck — and redesign the system around them.

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Product leadership · AI · organizational design · complex B2B software

When growth adds complexity faster than clarity

Important work keeps slipping

Everyone is busy. Everyone agrees the initiative matters. But decisions get reopened, dependencies surface late and progress remains unreliable.

Leadership becomes the coordination layer

More and more decisions, escalations and cross-team questions return to the same few people.

The company has grown, but the organization still depends on founder- or leadership-led coordination.

More people. More activity. Not enough momentum.

Teams are capable, but attention is fragmented across competing priorities, meetings, handoffs, rework and accumulated processes.

These are rarely isolated people or process problems. They are usually symptoms of a system that no longer fits the organization around it.

Where we can start

You do not need a transformation program. Start with the problem that is costing you momentum now.

Unblock Good place to start

Get a critical initiative moving again.

Best for: Critical launches, cross-functional initiatives, AI projects, major product work.
Typical engagement: 1–2 weeks

Talk through the initiative

A strategic initiative keeps slipping. Multiple teams are involved, priorities compete, decisions get reopened — and leadership keeps getting pulled back in.

I identify what is actually blocking progress: an unresolved decision, hidden dependencies, capacity constraints, unclear ownership — or a combination of them.

Deliverables

clear diagnosis of what is causing the friction
the decisions that need to be made
a focused intervention instead of another layer of process
a 30-day plan with signals to test whether it works

Reset

Redesign how your product organization works as you scale.

Deliverable: A practical system architecture blueprint and prioritized 90-day plan.
Typical engagement: 3–6 weeks

Discuss a reset

The ways of working that made the company fast at 15 or 30 people are not necessarily the ones it needs at 80.

Priorities multiply. Product, Engineering and other functions begin pulling in different directions. More coordination is added. Leadership becomes the glue holding everything together.

I help identify which parts of the operating model no longer fit the organization the company has become — and redesigns the system around how it needs to work now.

Areas explored

priorities and strategic direction
decision rights and ownership
cross-team dependencies
capacity and competing work
feedback and learning loops

AI, with purpose

Turn scattered AI activity into a coherent operating approach.

Typical engagement: 2–4 weeks

Make AI intentional

Everyone wants to use AI. Different teams experiment with tools, automate workflows and launch initiatives — but the bigger question often remains unanswered:

Where should AI actually change how this company works?

I help leadership move from disconnected AI activity to a deliberate system: where AI creates meaningful leverage, what should remain human, what needs common guardrails, what can remain decentralized, and where experiments are actually worth running.

Deliverables

map of existing AI activity and high-value opportunities
clear principles for where and how AI should be used
decision and ownership boundaries
prioritized experiments
a practical roadmap instead of another AI strategy deck

Not sure where the problem is?

Start with a focused system diagnostic.

If you know the organization is working harder than it should — but cannot pinpoint why — start with one business-critical problem and trace the system behind it.

1–2 weeks · focused scope · concrete next steps

Talk through the problem

Fix the mechanism, not the symptom

01 — Diagnose

Look at the issue across the people, decisions, dependencies, information flows and constraints involved.

Do not assume that the visible problem is the real problem.
02 — Redesign

Identify the smallest structural change that can remove unnecessary friction without adding another layer of permanent process.
03 — Test

Define what should change, how we will know and what to adjust if the intervention creates unintended effects.

No generic playbook. No change theatre. No months of workshops before something improves.

I've spent my career inside the systems I now help redesign.

Product leadership

I've worked at senior product leadership level, including leading larger product organizations and working across Product, Engineering, Design and business functions.

Complex systems

I've worked in healthcare and complex B2B software environments where product decisions interact with regulation, operations, support and real-world workflows.

AI in practice

My recent work includes AI-native product development and helping organizations reason about where AI creates real leverage — not just where a tool can be added.

Operator perspective

I approach organizations as an operator, not an external change manager.

I've experienced the problems I work on from the inside: competing priorities, scaling teams, unclear ownership, product-development friction and leadership becoming the coordination layer.

Selected roles

Director of Product DevelopmentThinkrr
Head of ProductZollsoft
Senior Consultant, AI & Product.monks
FounderNatiwa

I don't come in to run a transformation program. I help leadership understand what is making important work unnecessarily hard, redesign the underlying system and make the first change testable.

Human Systems

Better systems give people their energy back.

Every organization has limited attention. Good systems help people spend it on judgment, creation, customers and the work that actually matters.

Bad systems consume it through unclear priorities, repeated decisions, unnecessary coordination, information hunting, rework and permanent firefighting.

My work starts from a simple belief: people are rarely the whole problem. The conditions around their work matter.

The goal is not maximum efficiency. It is an organization people can trust:

they know what matters
they know what they can decide
they know where their responsibility ends
important work moves reliably
leadership can step away without fearing that everything will stop

Complex work can stay complex without feeling chaotic.

Something important should be moving faster than it is.

If you have a critical initiative, a growing product organization or an AI effort that feels harder to coordinate than it should, let's start there.

Free 15-minute call. No sales deck required — pick a time that suits you.

Your company grew.The way you work didn't.