Engineering Trust Infrastructure

We start with desktop sub-task markets, and scale toward IoT devices that run and trade them natively.
Local-first runtime. Offline by default. IoT by design.
Free local inference. Billed only when API fallback is used.

0-wait. Local engine boots instantly.

Scanning hardware: GPU → NPU → CPU.

Best local runtime selected. No internet required.

Sub-Function assets activate in parallel.

Evidence converges into a unified timeline.

VERIFIED Safe to trade. Safe to deploy. Ready for IoT.

Local verification ends arguments.

Sub-task settlement proves accountability.

Confidence ships with evidence.

The Problem We Solve

We solve failures where they actually begin: timing, state, recovery, retries, aborts — the implicit system assumptions that break real deployments.

Local Execution First

Detects GPU, NPU, CPU locally and runs inference 100% offline, always free.

Verifiable Delivery

Trades the real product unit: Sub-Function Asset Bundles, not visible UI features.

Sub-Task Metering

Billing applies only when API fallback is triggered, settled per sub-function, not seat licenses.

Roadmap

Our Direction

Ainalyn seeds our IoT future — where verified sub-functions install and activate directly on devices.

Now

Ainalyn

Offline marketplace, local inference, sub-function licensing & proof.

Next

IoT Runtime Delivery

Device-level installation and activation of verified sub-functions.

Future

Domain Behavior Standards

Shared behavior baselines that scale ecosystems, not arguments.