Building AI-native systems that connect people, products, and services.
My work focuses on personal AI, owner-controlled information infrastructure, conversational systems, customer experience platforms, and digital ecosystems. I enjoy shaping products that solve practical problems for real customers, not just technical experiments. With AI-assisted development, it is now possible to move faster from concept to working product, but only if the product logic, UX, and architecture are aligned from the start.
Selected work
PIOS & Personal Core Infrastructure
Building an open framework for owner-controlled personal information infrastructure, agent context, event truth, and portable Core setup paths.
Entity Core & EIOS
Extending the information-Core pattern to organizations: preserved originals, entity event truth, governed memory, and agent-ready operating context.
Capability Documentation (CRD)
An open framework for specifying one complete capability so people, software, and AI agents can work from the same durable meaning.
Personal AI & AI Twin Systems
Designing systems where identity, knowledge, memory, and interaction come together in a more personal AI layer.
Talking Products & Venues
Creating conversational layers that help products, services, and places explain themselves, answer questions, and learn from interaction.
Customer Experience AI Systems
Turning customer interaction signals into insight, priorities, and better decision-making.
Digital Ecosystem & Platform Thinking
Applying long-term ecosystem and platform thinking to AI-native products, services, and market-facing systems.
What this portfolio is for
This site exists to make selected work more visible in a builder-friendly format. Most of my real work lives in private repositories — inside company environments, internal teams, or client-owned codebases. This portfolio focuses on what can be shared responsibly: product logic, architecture thinking, design decisions, and practical learnings. You can see my public repos at github.com/valto.
Real product thinking
What problem existed, what needed to be built, and why the chosen direction made sense.
System and AI design
How UX, data models, interaction flows, and AI structures were aligned.
Practical lessons
Transferable patterns and learnings that matter for product teams and builders.
Selected talks and short demos
Talks and keynotes covering AI twins, talking products, customer experience, digital ecosystems, and platform thinking.
Talking Product AI
How AI can be embedded into products to revolutionize the product experience and generate unprecedented customer insights.
Data Clouds, AI & Cybersecurity — Keynote
Keynote on transforming the digital age: how data clouds, AI, and cybersecurity reshape organisations and strategy.
CX Masterclass 2025
Customer experience masterclass — connecting Digiole and Prifina thinking to practical CX outcomes.
Life with an AI Twin
What it means to live and work with your own personal AI — identity, memory, and the future of AI representation.
Digitalisaatio ja alustatalous — Elementtikauppa
How digitalisation and platform economy logic apply even to traditional industries like concrete element trade.
Raising Ecosystems from the Ground Up — DOKU:TECH 2016
Early talk on ecosystem thinking and platform building — foundational ideas that still drive how I approach systems today.