World-building in progress
Four story universes taking shape—Tuckaway Harbor leads the way with cozy adventures and co-op play. Each world celebrates curiosity and cognitive strengths.

An AI-first media studio building safe, adaptive story worlds for children and families. Year 1: prototyping the story + learning foundation with trust-and-safety at the core.
Year 1 is about building the foundation—story worlds, safety systems, and the studio engine that makes it all dependable
Four story universes taking shape—Tuckaway Harbor leads the way with cozy adventures and co-op play. Each world celebrates curiosity and cognitive strengths.
We are building experiences that elevate big-picture synthesis, narrative imagination, dynamic reasoning, and spatial thinking—not remediation, but celebration.
Small proofs stacking into bigger systems: story engines, safety checks, learning loops, and parent insights. Each demo shows our direction and commitment to quality.
Four story universes designed to celebrate curiosity and cognitive strengths

Laugh-out-loud sky adventures that make nature feel like a best friend—where curiosity meets kindness in the clouds.

Friendly courses and guides that help learners confidently use everyday AI tools.

Alli E. Gator's friendly story corner—an expanding collection of warm, shareable tales and prototypes (starting with Teddy Bear Parade Stories).

A Harbor Neighborhood of Big Hearts—cozy coastal stories where every dock, boat, and lighthouse has a tale to tell.
We know families have concerns about AI-generated content for children. Here's exactly how we're building trustworthy experiences from day one.
We use minimal, privacy-respecting analytics to understand site usage—no personal information collected
Privacy-first by design—we're building trust before we build accounts
AI validation + human review on all kid-facing content
Comfort-first approach—no accidental scares or weird tangents
Thoughtful AI-assisted creation with clear guardrails and purpose
Cognitive celebration over content volume—quality over quantity
We're not using AI to pump out endless content. Instead, we're building an AI-assisted studio engine that helps us create fewer, better experiences with consistent character voices, safety guardrails, and learning objectives. Every story is crafted with intention, reviewed by humans, and designed to celebrate children's cognitive strengths.
We celebrate four cognitive superpowers—not remediation, but activation of brilliance
Connecting clues and seeing "how it all fits"—the joy of discovering patterns and relationships
Storytelling, empathy, and world-building—the power to imagine and create meaningful narratives
Understanding cause and effect over time—comfort with change and thinking through "what happens next"
Tinkering instincts, mental rotation, and building—the ability to understand how things fit together in space
We're building the studio engine to create safe, adaptive story worlds reliably—not just inventing worlds, but the systems to make them real
Our studio is organized around four engines—Creative, Audience, Technology, and Business—designed to work together without compromising safety, quality, or trust.
Stories, characters, visuals, and production craft—the heart of our worlds
Parent/educator fit, learning design, accessibility, and feedback loops
AI-first tooling, scalable infrastructure, and safety systems
Partnerships, distribution, and operations—kept lean in Year 1
Cross-functional R&D where the engines meet—experimenting, prototyping, and refining
Cast → Crews → Cloud: We start local, validate quality and safety, then scale to the cloud
Orchestrated agent crews in JupyterLab—validated the concept
Expanding specialized agents with planning structure—tone, safety, storytelling charm
Formal teams and repeatable workflows—ready for partner programs
Move stable workloads to cloud for reliability and scale
Great stories → engaged families → learning insights → better stories. Each world we build teaches us how to build the next one better, faster, and safer. The engine gets smarter as we grow.
Long-term: we're building this engine so independent studios and creator teams can use an AI-first strategy to compete—ethically and at studio-grade quality. Learn more
Safety isn't an add-on—it's how we build trust and keep the wonder safe, kind, and consistent
Safety is built into our systems—from on-device checks to human review—so trust is preserved as our worlds grow.
Every word is crafted to be warm, encouraging, and age-appropriate—no accidental scares or confusing tangents
Automated validation plus human review before anything reaches kids—two layers of protection working together
Real people review all kid-facing content to ensure it meets our safety and quality standards
Minimal, privacy-respecting analytics to understand site usage—no personal information collected or stored
Privacy-first by design—no child accounts, no child personal data collected—privacy is built in from the start
You're not a bystander—you're part of the experience, with insights and controls that matter
Follow our progress as we build story worlds and the studio engine behind them.
Big studios can afford massive teams and long timelines. Most independent studios can't. Here's why we're building an AI-first studio engine—and how it puts creators first.
Two months into Year 1, we're hitting our stride with story engine improvements, enhanced safety systems, and fresh world content.
Our first working prototype of the AI-powered story engine that generates consistent, safe narratives for Tuckaway Harbor.
Whether you're sharing stories at home or in the classroom, we're here to support you
Screen time that grows with your child
Storytime meets learning design
We're in Year 1—prototyping and building in public. Your feedback helps shape what comes next.