AI & SaaS Early-Stage Advisor

Bridging the gap between technical vision and investment reality.

Technical advisor through eag.dk, mostly for founders without a technical co-founder — and the technical guarantor for companies that get funded. I specialize in due diligence readiness, identifying the architectural decisions that become liabilities before they become expensive. I also build and run an AI SaaS myself, so the advice comes from doing the work. Technical risk is business risk.

[ Operating an AI SaaS ][ Due Diligence ][ Founder Advisory · eag.dk ]

High-Impact Case Studies & Roles

2011 – Present

Product Engineer & Technical Advisor

Freelance (Eag) // Copenhagen, Denmark

// IMPACT & IMPLEMENTATION

–Advisory through eag.dk: technical strategy and scoping in early planning, the architectural and vendor calls a non-technical founder can't make alone, and getting ready for an investor's technical due diligence — whether the architecture will scale, how much technical debt the roadmap carries, and whether the roadmap matches the investment goals

–I bring in AI/LLM integration and workflow automation where it future-proofs the business

–The iVet buildout — eight legacy tools collapsed into one platform inside a fixed six-month window — is the reference for what a scoped, single-builder delivery can carry

// IMPACT METRIC

10 projects delivered since 2011 across SaaS, telehealth, IoT and games — one of them a proof of concept that helped its founders raise pre-seed funding

// TECH STACK

Due Diligence ReadinessRoadmap PlanningTechnical Scoping

January 2026 – Present

Solo Founder

Sushibelt // Copenhagen, Denmark

// IMPACT & IMPLEMENTATION

–Hands-on reference point for what a modern AI product actually costs to build and run: provider selection and fallbacks, token-accurate billing, silent-failure classes in LLM pipelines, and where retrieval, memory, tools and orchestration each earn their place

// IMPACT METRIC

Built a platform now in invite-only beta testing, with a vendor marketplace and a complete 2D→3D→rig→animate→PBR→Unity pipeline, using agentic development as the lever that made a solo buildout of this scope viable

// TECH STACK

AI Platform ArchitectureProvider StrategyGo-to-Market

June 2024 – April 2025

CTO / Head of Product Development

Certainly // Copenhagen, Denmark

// IMPACT & IMPLEMENTATION

–Created a detailed technical roadmap for the company focused on modernization and market competitiveness, and set the direction for AI adoption and for how the organization would scale

// IMPACT METRIC

Acted as the technical guarantor for the company's partners

// TECH STACK

Tech RoadmapDue Diligence

Professional Journey

Solo Founder

Sushibelt

Founded Sushibelt in January 2026 and have built and run it alone since: an AI workflow platform for making game assets, in invite-only beta testing with real users since late August 2026.

January 2026 – Present

Product Engineer & Technical Advisor

Freelance (Eag)

Operating through eag.dk, I build customer-facing products and give technical advice to startups and early-stage companies. Since 2011, I have worked on 10 projects, delivering tailored technical solutions that bridge the gap between initial concept and market deployment — and since 2023, increasingly helping non-technical founders make informed technical decisions in early planning and scoping.

2011 – Present

CTO / Head of Product Development

Certainly

Led the technical vision, architecture, and execution of SaaS product development. Hired as lead developer to help refactor and modernize the platform, I moved into the CTO/Head of Product role to stabilize the platform, lead the team, and act as the technical guarantor for the company's partners.

June 2024 – April 2025

Principal Consultant

Knowit

Worked with traditional enterprise clients, and ran AI workshops for Knowit's internal technical team plus a separate one for IT leadership.

January 2024 – May 2024

Founder in Residence

Antler

August 2023 – November 2023

Technical Team Lead / Project Manager

ComplyCloud

Hired as Lead Developer to architect version 2 of the ComplyCloud platform, supporting a team growing from 2 developers to 30. I constructed a modern architecture that provided tools for developers, content managers, and lawyers to engage with the platform more effectively.

February 2020 – January 2023

Frontend Developer

Reto Moto

Hired as a freelancer to build up and support a modern games platform. Focused on building a proper architecture for it, and improved performance and stability dramatically for 10,000+ daily active users.

2017 – 2018

Programmer

BetaDwarf Entertainment

Early-stage developer: helped the team build out concepts and core gameplay features for the start-up's debut title.

2011 – 2012

Education

Master's Degree in Medialogy

Aalborg University

2007 – 2016

Full Portfolio

View All Projects & Sub-projects

Skill Matrix

Architecture & Strategy

AI-first Development

SaaS Architecture

AI/LLM Integration

Technical Roadmapping

Multi-Tenant Design

Workflow Automation

AI Agent Orchestration

LLM Tooling & MCP

Retrieval (RAG / pgvector)

Multi-Provider AI Integration

Geospatial Systems

Investment Readiness

Leadership & Delivery

Team Scaling (2-30)

Planning & Scoping

Cost Allocation

Product-Market Fit

DevOps & Cloud

Supabase (Postgres/Auth)

AWS Amplify

Azure

Docker

CI/CD Pipelines

Row-Level Security (RLS)

Development Stack

React

Next.js

TypeScript

Node.js

Unity

React Native (Expo)

SQL

AR Integration

Rating

Aware

Familiar

Competent

Proficient

Expert

Need a second opinion?

A short, honest read on the architecture, vendor, or team you are about to bet on.

Request a technical audit