AI-native product studio · Copenhagen
We turn opportunities into software.
GrowthNodes builds and launches apps, agents, data products, automation systems, and programmable APIs. We combine product strategy, growth systems, and AI-assisted engineering to move from idea to live product fast.
Owned products · Partner builds · APIs and infrastructure
- Consumer apps
- Agentic workflows
- Data intelligence
- Growth automation
- Developer APIs
- Onchain commerce
What we are
Not an agency. Not a fund. A builder.
GrowthNodes is a founder-led studio that creates and operates software businesses. Some begin as internal experiments. Some become standalone products. Some are built with partners. All are designed to find real demand quickly and compound from there.
Owned products
We create, launch, and operate software under independent consumer and business brands.
Partner builds
We work with selected founders and companies when a strong market, distribution edge, or data advantage already exists.
APIs and infrastructure
We turn reusable data, workflows, and capabilities into services that other products and agents can consume.
Our apps & projects
A portfolio, not a project pile.
Our products look different on the surface. Underneath, they share the same operating system: find friction, structure the problem, build the smallest useful product, launch it, and compound what works. Open any one for the full picture.
Consumer
BuildingConsumer wellbeing
A personalized practice platform for sleep, calm, self-improvement, and short reset moments throughout the day.
- Mobile
- Personalization
- Audio
- Gamification
Business
Private betaAgentic applications
A workflow system that discovers, prepares, completes, and tracks high-value applications across jobs, grants, events, startup programs, and other opportunities.
- Agents
- Automation
- Browser workflows
- Structured data
Business
Internal platformGrowth automation
Lead discovery, enrichment, messaging, review, and campaign operations designed to reduce repetitive growth work without losing control.
- Outreach
- Enrichment
- LLM routing
- Operations
Data
LabData signals
Systems that transform fragmented funding, company, event, and market data into structured opportunities and actions.
- Scraping
- Enrichment
- Research
- Dashboards
Labs
LabAutomated commerce
AI-assisted research, creative validation, approval, listing, and publishing workflows for digital and physical products.
- Commerce
- Content systems
- Approval gates
- Marketplace operations
Developer
ResearchProgrammable APIs
Data and software services designed for developers, agents, and machine-native payment flows.
- APIs
- x402
- USDC
- Agent infrastructure
The GrowthNodes Loop
From signal to software.
01
Find the signal
We start with evidence: repeated pain, an emerging behavior, an underused dataset, a distribution advantage, or a workflow that should not be manual.
02
Build the system
We turn the problem into a focused product with clear users, jobs, constraints, and economics. AI accelerates the work, but product judgment sets the direction.
03
Launch early
We release the smallest version capable of producing real behavior and useful feedback.
04
Compound what works
Strong products earn deeper investment, better automation, more distribution, and reusable infrastructure. Weak ideas are changed or stopped.
Our thesis
AI changed the cost of building. It did not remove the need for judgment.
Small teams can now research markets, design interfaces, write software, produce content, automate operations, and launch products at extraordinary speed. That speed only matters when it is paired with a real problem, a distribution path, and the discipline to test what is true.
The edge is not “using AI.” The edge is building better systems around it.
The capabilities behind the portfolio.
Product and venture design
- Opportunity research
- Product strategy
- Business-model design
- Validation plans
- Roadmaps
- Launch architecture
AI-assisted engineering
- Web applications
- Mobile applications
- Agentic systems
- Model routing
- Local-first AI
- Workflow orchestration
Data and automation
- Scraping
- Enrichment
- Data pipelines
- Dashboards
- Trigger systems
- Human-review gates
Growth systems
- Go-to-market strategy
- Acquisition loops
- Outreach operations
- Content systems
- Activation and retention
- Monetization
Programmable commerce
- APIs
- Usage-based products
- x402 payments
- Wallet-integrated services
- Machine-to-machine transactions
Analytics and attribution
- Tracking plans
- Event instrumentation
- Server-side tagging
- Consent-aware collection
- Multi-touch attribution
- Funnel and cohort reporting
Founder-led
Built by an operator who learned growth before learning to code with agents.
GrowthNodes is led by Taylor Ryan, a Copenhagen-based growth operator, founder, speaker, and product builder. His background spans SaaS, AI, blockchain, startup growth, automation, education, and hands-on company building.
That combination shapes the studio: commercial thinking from the beginning, distribution built into the product, and an obsession with getting useful software into the real world.
Build with us
Bring the edge. We will help find the product.
The strongest partnerships begin with something real: unusual market access, proprietary data, a repeated workflow, domain expertise, a community, or a distribution advantage.
- Product validation sprint
- MVP build
- Internal tool converted into a product
- Agentic workflow
- Data or enrichment product
- Joint venture
- API commercialization
- Growth-system build
We do not accept every project. Fit matters.
Have a problem worth turning into a product?
Tell us what is repetitive, expensive, fragmented, underused, or newly possible.