We build focused AI-powered applications that turn complex workflows into usable tools.
Each project in this portfolio explores how lightweight AI interfaces, workflow orchestration, and intelligent automation can create immediate practical value — from music production and skills development to design governance and industrial adaptation.
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songcraft-intelligence
AI-assisted music prompt engineering, structure design, and creative production workflows. -
release-desk
Multi-channel release preparation for press releases, media outreach, and social publishing. -
distribution-agents
Automation tools for music distribution workflows and platform interaction.
- skills-drills
Interactive quizzes, flashcards, and modular tools for training customers and users.
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value-log
Capture and surface operational value creation opportunities across workflows. A new take on the dreadful Time Reporting activity. -
mIssed-opportunities
Identify inefficiencies and hidden costs to estimate invisible operational costs. -
factory-survival-kit
AI-assisted scenario planning for keeping production capacity alive through market shifts.
Uses AI to validate structures, assets, and deliverables against defined design rules. A Proof of Concept only.
- design-governance-orchestrator
Centralize UX design principles, tokens, governance logic, for downstream AI consumption.
- superday
AI-powered day planning experiences — from alpine itineraries to premium destination journeys. Just for the fun of it.
A host application for Design Principles, UI Guidelines, CSS Variables and Tokens and other rules that other applications, agents and LLMs can connect to, and learn from.
Explore the portfolio at, apps added day by day:
And the broader platform:
Otrobonita AI Labs — practical AI systems for creative and operational intelligence.