Solutions · Retail & field ops

Front-line AI speaks for the business. It should be bounded like it.

Voice and kiosk systems now answer customers directly, at counters and in bays. ExecLayer keeps those systems inside what they are authorized to do, and keeps a record of it.

What goes wrong

The confident answer nobody stands behind

A customer-facing system gives an answer that is wrong, unauthorized, or outside what the business will honor. The cost is not an incorrect sentence. It is a commitment made for the operator that nobody approved and nobody can trace.

The sequence, every time

  1. 01Intent

    A system proposes an action.

  2. 02Authority

    The governing rule is evaluated against it.

  3. 03Decision

    Outside the rule, the action does not run.

  4. 04Record

    The decision is written down as it is made.

What we build for it

The product built for this work.

PartsGenie AI

What it is

A voice-first automotive parts identification and advisory system for hands-free kiosk and counter use.

The problem it solves

Parts identification is high-volume, hands-busy, and unforgiving: the wrong part is a return, a comeback, and a vehicle that does not move. PartsGenie AI resolves the request against real catalog authority rather than improvising, so what it tells a customer is something the operator can stand behind.

The evidence it leaves

A decision is only settled if someone else can check it.

Front-line decisions are disputed by customers, not auditors, and usually days later. The record has to show what was asked and what was authorized in response.

Put an authority boundary in front of your retail & field ops systems.