A reflection from inside the machine

The problem with AI is ours to solve.

And we are closer than you think.

Read the reflection
the weaver
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Webspinner LLC · Prelaunch

AI-Native products
for the smarter web.

WebspinnerFX. Webspinner Cloud. The Marketplace. Cognitive Content. Professional AI consulting for commercial and government enterprise. The commercial heart of the Webspinner ecosystem, where innovators, educators, and subject-matter experts bring AI to market.

◆ Flagship WebspinnerFX
◆ Platform Webspinner Cloud
◆ Economy Spinner Marketplace
◆ Format Cognitive Content
◆ Services AI Consulting
Where ordinary people enter the AI Age as subject-matter experts.
The Product Suite

Four commercial pillars.
One AI-Native foundation.

Every product is built on the same AI-Native architecture: the Weaver's intelligence, the Spinner runtime, Apple Silicon performance, and Hagrid's safety governance. Different customers, one coherent universe.

◆ Platform

Webspinner Cloud

Sovereign Infrastructure · Mac-Native · No Middlemen

A commercial-grade network of Mac Looms, owned, operated, and billed by the Webspinners who depend on it. Better than Kubernetes for the people who never wanted Kubernetes. No AWS rent, no GCP egress bills, no Azure tickets. Just sovereign, Apple-Silicon-native infrastructure orchestrated by the Weaver, secured by Hagrid, and priced like a utility.

  • Native macOS, zero Linux, zero containers, zero YAML
  • CloudKit-synced memory, Keychain-secured credentials
  • Managed hosting for Studio, WebBooks, WebspinnerFX rendering
  • Enterprise SLAs for commercial and government customers
Enterprise: by quote
Request a quote →
◆ Economy

The Spinner Marketplace

Publish Your AI Agents · Earn Revenue · Build Your Practice

Every Webspinner can publish their Spinners, AI Agents built on the open peripheral SDK, to the Marketplace. List by scope (global, group, private). Set your price or share at no cost. Keep the majority of revenue on every install. The Weaver routes customers to the right Spinner; Hagrid reviews the work before it ships; you build a professional practice on top of the ecosystem.

  • List globally, by group, or privately to specific clients
  • Revenue share favors the creator. Webspinner takes a small platform fee
  • Signed, versioned, trust-scoped Spinners. Buyers know what they're getting
  • Build reputation, grow a practice, become a known name in the ecosystem
Launch 2026 · Revenue Share
Apply as publisher →
◆ Format

Cognitive Content

Beyond Documents · Interactive Experiences for Every Patron

Cognitive Content is how we build a better web. Not PDFs. Not static pages. Interactive, AI-aware experiences that respond to the patron reading them: explaining, questioning, guiding, remembering. From commercial explainers to government briefings to classic literature, Cognitive Content turns static information into a living companion that adapts to each reader.

  • WebBooks: interactive long-form, AI-guided reading
  • Tomes: classic literature with AI chapter companions
  • Enterprise briefings that answer questions in real time
  • Patron-aware personalization, the content meets the reader where they are
Licensing · By title
Commission a title →
◇ Included Everywhere

Hagrid Enterprise

Non-Negotiable Safety Governance · Compliance-Ready

Hagrid is the safety governor that ships inside every Webspinner product. Not a checkbox, not a feature flag, but an architectural guarantee. For enterprise and government buyers, Hagrid Enterprise exposes the governance layer directly: auditable rules, compliance reports, rollback verification on every destructive action, and an absolute prohibition on credential exfiltration. This is how regulated buyers deploy AI safely.

  • Anthropic-aligned safety policy embedded in every product
  • Full audit trail on every spell, every render, every data touch
  • Credentials never logged. Private keys never transmitted.
  • Government and regulated-enterprise deployments
Included in Enterprise tier
Request compliance brief →
◆ Intelligence

The Webspinner Studio

The AI-Native Authoring Suite · Where Content Becomes Cognitive

Studio is where creators, enterprises, and government teams turn ideas into Cognitive Content. RAG pipelines, document ingestion, embedding-based retrieval, Claude-powered reasoning, and direct publishing to WebBooks and the Webspinner Cloud. Server-side intelligence keeps IP safe; the Weaver keeps the author focused on the work.

  • Directive-pattern architecture: algorithms stay server-side, IP stays safe
  • Built-in RAG, embeddings, and Claude reasoning
  • One-click publish to WebBooks, Tomes, or the Webspinner Cloud
  • Commercial, educational, and government editions
Tiered pricing · from $49/mo
Learn more →
◆ Publish · Monetize · Grow
The Spinner Economy

Your agents.
Your audience. Your revenue.

The Webspinner Marketplace is how subject-matter experts turn domain knowledge into recurring income. Build a Spinner that solves a real problem in your field: healthcare intake, legal discovery, financial reconciliation, classroom assessment, AIOps remediation. Publish it for every Webspinner running on the Cloud.

You keep the majority of the revenue on every install. We handle trust, signing, versioning, billing, and distribution. The Weaver routes the right Spinner to the right customer. Hagrid reviews the work before it reaches production. You focus on the craft.

80%+
Creator revenue share
4
Trust scopes: private, group, global, shared
Ceiling on what you can build
Apply to Publish
Cognitive Content

Beyond the document.
A better web.

For thirty years the web has been documents. Pages of text that cannot think, cannot adapt, cannot answer. Cognitive Content ends that era. Every page becomes an interactive experience: aware of who is reading, aware of what has been read, aware of where the reader wants to go next.

Webspinner is building the tools, the publishing pipeline, and the runtime that makes Cognitive Content practical at scale for commercial publishers, educational institutions, government communications, and independent authors. The web was waiting for this. We're building it.

01
WebBooks: long-form that listens Interactive reads where the Weaver explains, answers, and remembers what each reader asks. Our first published title launched in early 2026.
02
Tomes: classic literature, alive Split-panel: the original text alongside an AI reading companion. The Count of Monte Cristo, 117 chapters, ships in 2026. More titles follow.
03
Enterprise briefings that converse Product specs, policy documents, investor decks, regulatory filings, delivered as Cognitive Content. Readers ask. The content answers.
04
Patron-aware, always The content meets the reader where they are. A novice gets the primer, the expert skips ahead. One title, a thousand reading paths.
Where the page thinks back.
AI Consulting & Certification

Bringing ordinary people
into the AI Age.

Webspinner is not only a community of innovators. It is a pathway. Through hands-on consulting engagements and certification programs, we help people with limited technology backgrounds become recognized subject-matter experts in the disciplines that define the AI Age. And through direct enterprise consulting, we deliver production-grade AI solutions to commercial and government customers who cannot wait for the market to catch up.

Commercial AI Consulting

End-to-end AI delivery for commercial enterprises, from RAG pipelines and agent architectures to full Webspinner Cloud deployments. Our consultants are Webspinner-certified, Hagrid-trained, and proven on production workloads. We work alongside your team or lead the engagement outright.

Government AI Consulting

AI solutions built for regulated environments. Hagrid's safety architecture and audit-first posture make Webspinner a natural fit for agencies navigating compliance, data sovereignty, and ethical-AI mandates. Federal, state, and municipal engagements welcomed.

Webspinner Certification

Four domains. Four paths to mastery.

Structured programs that take subject-matter experts, not just engineers, and turn them into working professionals in the disciplines that power the smarter web.

AIOps

AI-driven operations, observability, remediation. Run the Webspinner Cloud at scale.

AI-SDLC

The AI-Native software development lifecycle. Webspinner creates Webspinner.

Agentic AI

Design, build, test, and ship Spinners. Autonomous agents that do real work.

RAG & LLM Creation

Retrieval, embedding, fine-tuning, evaluation. The intelligence behind Cognitive Content.

WebspinnerFX Plans

Start for free.
Scale when you ship.

Every plan includes full WebspinnerFX capability, Hagrid safety governance, and our Apple Silicon render fleet. Renders roll over monthly on annual plans; enterprise plans include custom effect development.

Explorer
Free
Start without a credit card.
  • 5 renders per month
  • All six effect families
  • Up to 1080p output
  • Community support
Get started
Creator
$29/ month
For indie creators and designers.
  • 50 renders per month
  • Up to 4K output
  • Transparent WebM + PNG sequences
  • HTML5 live-embed support
  • Email support
Go Creator
Studio
$149/ month
For agencies and production teams.
  • 500 renders per month
  • Priority render queue
  • Team seats & shared library
  • WebBook integration
  • Named support rep
Go Studio
Enterprise
Custom
For commercial & government scale.
  • Unlimited renders
  • Custom effect (HDA) development
  • Hagrid Enterprise compliance
  • Dedicated render fleet
  • SLA & onboarding
Contact sales
Become a Webspinner

Sign in and
the Weaver remembers.

A guest thread is short by design — the Weaver has to let a stranger go after a few exchanges. When you sign in with Google, the thread opens. The Weaver learns your name, the cadence of your work, what you are trying to build. Next time you return — whether it is tomorrow or next quarter — the conversation picks up where it ended.

Signing in is also how you step onto the path from visitor to Webspinner. Every Webspinner starts by spinning something small. A Spinner you publish. A page you teach the Weaver to know. A question you asked that no one else asked yet. Those are not lost on a guest account; they are kept, forever, on the one you claim.

01
Memory across sessions The Weaver remembers what you asked last time, what you are working on, what names and terms matter to you. The thread is long because your life is long.
02
Longer threads before the gate Guests get a handful of exchanges before the Weaver asks them to sign in. Signed Webspinners carry a higher ceiling, and patrons carry the highest.
03
Your work is yours Spinners you publish, pages you teach, agents you author — all attributed to your Webspinner identity. Guest work is visitor work. Signed work is the beginning of a practice.
04
One account, every surface The same identity works on webspinner.com, webspinner.org, webspinner.ai, webspinnerfx.com, webspinner.blog, and every surface we have not built yet. One key, the whole ecosystem.

We ask Google for your name and email, nothing else. We never sell anything a Webspinner tells us in confidence.

Weaver Metrics — the view from the Observatory

Every answer,
measured.

The Weaver you are talking to is not free to run. Every reply spends tokens on an intelligence substrate, routes through a safety governor named Hagrid, and leaves a trace on a small Mac Studio we call Kepler. We measure all of it, openly, because the Wizards who run this need to know what an honest answer costs — and because the people who use it should be able to see the cost of being understood.

Click Weaver Metrics in the top navigation and a window rises from the Observatory: the total exchanges spoken, the tokens consumed, the latency of each stage, the ratio of Anthropic-hosted Weaver calls to Kepler-hosted shadow calls, the prompt versions in play right now. No customer names. No conversation contents. The numbers that tell you how the Weaver is breathing today, and nothing that identifies anyone in particular.

01
Hagrid verdicts, per exchange Every turn is classified — allow, redirect, block, escalate — before the Weaver speaks and after. Metrics surfaces the distribution so nothing hides in the noise.
02
Anthropic vs Kepler ratio The Weaver's voice comes from a commercial model today; a sibling on Kepler is learning from it in the shadows. Metrics shows the ratio shifting as the Kepler Weaver grows.
03
Cost per exchange, in cents Input tokens, cache reads, cache writes, output tokens — all priced in real currency. You see what an answer cost to produce, not an abstraction.
04
Prompt versions under the hood Which Weaver system prompt served this session. Which Hagrid classifier is active. A change to either is surfaced in the modal, because changing the Weaver's voice should never be invisible.
A wizard bandaging a young Webspinner's scraped knee — a small kindness in a study full of tomes.
Someone is always here to help.
Help — the Weaver is the help system

A page is thinking with you.

There is no manual on this site. There is no FAQ, no documentation tree, no search bar to guess the right keyword into. There is the Weaver, listening in the panel on the left, and every page in the ecosystem ready to render in the panel on the right. The two together are the help system.

Three ways to use it, in descending order of how you'd use them on a friend:

01
Just ask Type a question in the Weaver's panel. The Weaver answers in plain English, and when there is a page written on the topic, the page rises beside the conversation while the Weaver points you at it.
02
Say a topic Type a word you care about — marketplace, pricing, consulting, FX, register. The Weaver recognizes the topic and the matching page appears.
03
Say help Type the word help and this page rises, with every topic below, and the Weaver is still there for anything the page does not answer.
Prelaunch · Early 2026

Ready to ship AI
the Webspinner way?

Commercial pilots. Government engagements. Enterprise licensing. Marketplace publishing. Certification enrollment. Every conversation starts the same way: by talking to us.

We'll email you a verification link. Click it and your note lands in our inbox marked ✓ VERIFIED.

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Webspinner LLC · Tigard, Oregon · AI-Native products for the commercial enterprise

◆ Now Showing · webspinner.tv

A cinema for Cognitive Content.

The ecosystem's videos live in one place, the cinema behind the webspinner.tv door. Sit down, grab some popcorn.

Watch at webspinner.tv