AI-first outcome engines

Outcome engines
for a better human life.

Ailiur builds AI-first apps for learning, health, creativity, personal intelligence, and work — each one an engine that produces results, connected by one private Context Mesh so progress in one compounds across all.

The ecosystem

Five outcomes. One intelligence.

Each Ailiur app is an engine for a specific outcome. Use one, or connect them all — the Context Mesh makes every app you add sharpen the rest.

Learning

Learn faster, remember longer.

Guided learning that adapts to how you actually learn — then turns real-world practice into fluency.

Health

Understand your body’s signals.

Educational metabolic and energy tracking that turns wearable noise into a story you can act on.

Creativity

Turn taste into output.

An atmosphere engine for creators, plus a reflective media graph that maps what shaped you.

Personal intelligence

See your whole life clearly.

Your life balance sheet — assets, goals, and time ROI — with a personal intelligence layer on top.

Work

Ship with calm telemetry.

Quiet, trustworthy telemetry around your AI agents and projects — so you steer instead of babysit.

The layer beneath

Unified Context Mesh

One private, local-first context layer connects every engine — so an insight in your health app can sharpen how you learn, create, and work. With consent, sub-millisecond, on your device.

How the Mesh works
Why the engines compound

One context layer beneath every app.

Standalone apps are useful. Connected ones compound. The Unified Context Mesh is the local-first layer that lets each engine make the others smarter — privately, on your device.

Unified Context Mesh

Your health, learning, and focus share one local context layer — so an insight in one app sharpens every other. No more siloed data.

Closed-Loop by Default

Ailiur watches its own output, measures against your targets, and tunes itself. A system that improves while you live your life.

Local-First & Sovereign

Everything runs on-device — deterministic, private, and fast. Your data never leaves unless you explicitly send it.

Proof

Built for people who optimize everything.

86%

peak learning efficiency in Enchiridion

<1ms

context retrieval through the Mesh

100%

on-device, local-first by default

Qetos and Enchiridion finally feel like one product. My energy data shows up in how I study — it just compounds.
Dr. Lena Ortiz · Metabolic researcher
The closed-loop tuning is the magic. I set a target once and the system quietly keeps me on it.
Marcus Bell · Founder, builder-operator
Pricing

One ecosystem. Simple pricing.

Three consumer plans for the full Ailiur ecosystem — plus Enterprise for teams.

Core

Start with one Ailiur tool.

Choose one focused product and build your first personal context layer.

$15/mo
  • One outcome engine: Enchiridion, Qetos, Oruvo, Tayzt, or Tellumetry
  • Personal local-first storage
  • Basic Unified Context Mesh memory
  • Standard AI usage
  • One workspace
  • Export your data anytime
Start Core
Most popular

Mesh

The full personal ecosystem.

Connect every Ailiur consumer app into one intelligent daily system.

$50/mo
  • All consumer products
  • Cross-app Unified Context Mesh
  • Higher AI usage limits
  • Multi-device sync
  • Personal automations between apps
  • Priority product updates
  • Connected insights across learning, health, media, money, and creation
Start Mesh

Operator

For serious builders and power users.

Ailiur as your daily operating system for research, creation, and execution.

$150/mo
  • Everything in Mesh
  • Highest consumer AI limits
  • Advanced agents and workflows
  • Advanced Tayzt and Tellumetry tools
  • Unlimited projects and knowledge graphs
  • Model routing and cost controls
  • API / export tools
  • Early access to Iris-style interfaces
  • Premium support
Start Operator

Enterprise

For institutions, providers, advisors, and teams.

Deploy Ailiur infrastructure across organizations with custom controls, analytics, and integrations.

Custom
  • Civis
  • Iris
  • Aptellum
  • Qetos Provider
  • Enchiridion Institution
  • Oruvo Advisors
  • Unified Context Mesh API
  • Admin controls, SSO, audit logs
  • Custom integrations and deployment support
Contact us
Founding Member·lock in 40% off your plan forever for early supporters.

Which plan is right for me?

CoreI want one app.
MeshI want the full connected ecosystem.
OperatorI use Ailiur for serious daily work.
EnterpriseI need Ailiur for an organization.
FAQ

Questions, answered.