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Kyle Rivelli.

The first interview

Interview the work.

Negotiate a load against a working ladder. Drop an export in and watch it become clean postings. Type a carrier's reply and see how it gets classified. Nothing on this page is a recording.

A · NEGOTIATE

Negotiate a load.

Carriers haggle by email all day. The AI reads each message; a fixed ladder sets every dollar, so nobody can talk it into a number.

Load DEMO-2400

posted $2,400

Dallas, TX to Chicago, IL

4 containers · 10,000 lb · 2 stops · pickup tomorrow

You are the carrier. Ask what it pays, counter, take it or pass. Type it however you would say it.

turn 0 of 12· open

What the AI saw

{ }

The parser only reads. It returns this card and nothing else.

What the code decided

rung 1offer $2,150moves 0 of 2

Every dollar comes from the ladder. The parser cannot invent a number.

What a human sees

Nothing until there is an agreement or something to park. Agreement is the only outcome that reaches a person.

// demo ladder; every client tunes their own numbers

// live parser, capped; falls back to a local parser when the cap is hit

B · CONVERT

Convert an export.

A spreadsheet macro once posted a weight of 2500 as a date. Code that knows the rules holds a bad row instead of posting it.

TMS export (edit it)

// runs in your browser; nothing on this station touches a network

// demo percentage; every client tunes their own numbers

C · CLASSIFY

Classify a carrier reply.

Status replies arrive in every shape. The AI picks one of five verdicts; a routing table decides what happens next.

Try one of these, or write your own

What the AI saw

{ }

One of five verdicts, an ETA if stated. Nothing else.

What the code decided

A routing table, one line per verdict. The parser never picks the route.

What a human sees

Only the bad news, as a draft. Everything else stays off the desk.

// live parser, capped; falls back to a local parser when the cap is hit

Your version of this exists.

Each station is a small slice of a system running in production right now. Bring the task that eats your team's day and I will tell you which part is buildable.