Technology became the bottleneck
Overlapping systems, unclear ownership, and delivery that gets slower with every quarter.
See where I would startI help fintechs and complex product companies untangle difficult product, technology, and AI decisions—then turn the plan into something the team can actually ship and operate.
Independent. Direct. A little too invested. Coffee usually involved.
Most engagements begin with one of these sentences, followed by a diagram that has clearly been edited by six people.
Overlapping systems, unclear ownership, and delivery that gets slower with every quarter.
See where I would startA promising prototype exists. Value, data, risk, and production responsibility do not line up yet.
See where I would startThe company needs product and technical judgement now, without pretending a permanent hire happens tomorrow.
See where I would startA focused review for one expensive, politically awkward, or technically messy decision.
Describe the messy versionLeadership, product, engineering, risk—the stories rarely match on day one.
Systems, decisions, dependencies, owners, and the things everybody works around.
Options with trade-offs, a recommendation, stop conditions, and the next 90 days.
When systems overlap, delivery slows down, or ownership is unclear.
When the company wants AI, but nobody trusts the first use case yet.
When senior decisions cannot wait for the next executive hire.
For credit, risk, open banking, affordability, fraud, and onboarding.
Six honest answers. No email gate. This is a direction finder, not a pretend audit.
Do two or more systems contain overlapping customer data or business logic?
Does one person, vendor, or spreadsheet hold knowledge the business cannot lose?
Is delivery slower than leadership expects, without a shared explanation for why?
Have AI prototypes struggled to become reliable, measured production workflows?
Is compliance treated as a late approval step instead of a product constraint?
Is a major build, buy, integrate, or migration decision currently stuck?
Public product, confidential advisory, or concept-stage: the label stays attached. Switch every case between executive, product, and technical views.
Built a fintech company around a very practical problem: people move countries faster than their financial history does.
Positioned cross-border scoring and financial inclusion as a commercial risk problem—not a charity story—and translated the product for banks, lenders, and enterprise partners.
During the COVID-19 crisis, temporarily laid-off tenants needed a credible way to show how their finances had changed and ask landlords for temporary rent relief.
Turned a sudden social and financial problem into a narrow product: give tenants and landlords current evidence for a difficult conversation instead of relying on an outdated credit report.
Leadership had two systems, duplicated data, unclear ownership, and a maintenance-heavy integration layer. A rewrite would have frozen the business.
Made the real decision visible: where to consolidate, what to isolate, and how to move without betting the business on one large migration.
Designed a consumer-finance concept that looks for meaningful moments when a person may benefit from acting—not just another dashboard that describes last month.
Explored a product category between budgeting and comparison: help people recognise when doing nothing has a cost, without pretending every signal should become advice.
No 84-slide archaeological record of every meeting. The exact mix changes, but these are the useful artefacts I work toward.
I am a fintech founder in Bergen, Norway. I started Goscore because financial inclusion stops being an abstract mission when moving countries makes your history disappear and an ordinary financial product becomes harder to access.
Since 2019, I have worked between product, data, risk, partnerships, and the awkward reality of legacy systems. That is also where I am most useful to other companies: between the board-level question and the production-level consequence.
“I will tell you if the best move is cheaper, slower, or to wait six months. It is not always excellent for consulting revenue. It is usually excellent for trust.”
The goal is not compliance theatre. It is to create something useful that can still survive risk review, production operations, and regulatory scrutiny.
What should change, for whom, and how will we know?
People, data, vendors, workarounds, incentives, and failure modes.
Build, buy, integrate, postpone, or stop—with the cost of each option visible.
Fintech, AI, and technology without the conference fog. Written from product decisions, founder work, and systems that still need to run on Monday.
Transaction data can make a financial picture more current and useful. It can also create false confidence unless the decision, explanation, and customer consequence are designed together.
A successful AI demo answers whether something can work. Production asks who owns it, how it fails, and whether the economics survive the boring cases.
Before choosing a model, find the decision, the owner, and the part of the work that should change. Sometimes the right AI strategy is a better workflow.
Fintechs, complex B2B product companies, and leadership teams facing a consequential product, technology, or AI decision. My deepest specialist experience is in financial data, credit, risk, open banking, and regulated products.
Both. A Clarity Sprint can stand alone, or I can stay for fractional leadership, architecture decisions, team alignment, vendor selection, and implementation support.
Then we should say so clearly. Sometimes the right result is better automation, cleaner ownership, stronger data, or waiting until the economics make sense.
Yes. Much of this work is confidential by nature. Public case studies label what is verified, confidential, or client-reported instead of blurring them together.
Value, risk, privacy, and compliance are product constraints from the beginning. I am not a law firm, and I bring specialist legal counsel into the work when formal advice is required.
No deck required. Tell me what feels stuck, what decision is coming, and what happens if nothing changes.