Machine Nerve
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Eri

The AI teammate that proposes the next version. Eri is our AI domain expert and the knowledge coach in the loop. It builds the program from the driver's goal, reviews the session record and proposes exact, versioned changes for that operator. By default, nothing changes until the operator approves it. A catalog's autonomy policy can allow scoped changes.

LiveEvery seat

Modeled view.

What is Eri?

Eri is our AI domain expert and the knowledge coach in the loop. It builds the program from the driver's goal, reviews the session record and proposes exact, versioned changes for that operator. By default, nothing changes until the operator approves it. A catalog's autonomy policy can allow scoped changes.

How does Eri work?

Versioned proposals.

Eri is our AI domain expert and the knowledge coach in the loop. It reviews the session record and proposes exact, versioned changes for that operator. By default, nothing changes until the operator approves it. A catalog's autonomy policy can allow scoped changes.

brake-entry.method
operation
set_dwell
v1 dwell
1500 ms
proposed dwell
1200 ms
reason
The chime arrived after the brake peak on most laps.
replay
Replayed on the last 10 laps.
status
Waiting for the operator

Modeled example.

Eight fixed operations.

A patch applies only with trusted and fresh source quality, remaining recursion budget and a passed cooldown. Model output cannot write arbitrary graph paths, policy fields or the recursion budget.

  • set_threshold
  • set_dwell
  • set_cooldown
  • set_suppression
  • set_outcome
  • mark_aar_only
  • disable_action
  • create_flow

This is a built boundary, not proof that a revision improved an outcome.

A review receipt.

One retained review receipt. 209,825 tokens, three requests, 10,336 ms.

Measured
Tokens
209,825
Requests
3
Time
10,336 ms

The operator sets the limits.

Six levels, from watch-only to bounded automatic. Automatic apply is off by default.

This is a built boundary, not proof that a revision improved an outcome.

Authority and approval

Modeled view.

Explore authority levels

Approval required

Actions run after a person approves them.

Method Studio applies verified changes after a person approves them.

Eri cannot change a safety flow. A proposal against one waits for a person.

Modeled authority example. This control does not change a running method.

Which platforms does it run on?

Platform coverage
PlatformStatusNote
Inside Machine Nerve, DRIVERFORM and STINTFORMLive

Keep the boundaries.

Eri's limits.

  • In the session, cues come from the approved flows. Eri proposes revisions after reviewing the record.
  • Eri cannot change a safety flow. A proposal against one waits for a person.
  • Eri adapts each catalog to the operator who runs it.

Physiology is context.

Physiological signals are context for performance review. They are not diagnoses, emotion detection or fitness-for-duty measures.

Machine Nerve is not a medical device and does not provide clinical diagnosis, treatment, or medical readiness certification.

Private pilot access.

Private pilot access is reviewed by use case, data sensitivity, and fit with current workstreams.

AI proposals stay inside fixed operations and the authority tier the operator set. AI agreement is never counted as success.

One core underneath.

AI review across every product. Proposes exact, versioned changes.

One core and one ontology sit under every product. Each product is one seat on the same record.

See the whole stack
  1. Apps

    One app for each seat.

  2. Machine Nerve

    The training app. Operators create flows with Eri in Method Studio, and experts write catalogs.

  3. Eri

    AI review across every product. Proposes exact, versioned changes.

    Eri Live

  4. Machine Nerve core

    Aligns person and machine on one timeline, runs methods and keeps the record.

  5. Sources

    Cars, simulators, timing, video and the wearables a driver already has.

Modeled view.

Bring one decision.

Start from a catalog or create one with Eri. Run your session and review Eri's proposals yourself.

Start a pilot