Edison SinaniAI implementation architectBook a call

For delivery leads

You sold the AI engagement. Now it has to hit a number.

The pilot demos well. The client is asking what the accuracy is and what happens when the documents disagree. Your team has not taken a document AI system to production before.

I have. The pipeline behind CargoLint scores 96.8% across a 1,480 case public set, with the failures listed. I build the system, attach the evaluation harness, and hand your team the number they can defend.

Read the run: method, failures and limits

The offer

  1. Discovery sprint

    Shape
    One week, fixed price
    Price
    $12,500 USD, fixed. Credited in full against a build engagement started within 90 days.
    Deliverable
    The assessment your client is actually asking for. Whether the problem is tractable with current models, where the accuracy ceiling probably sits, what the evaluation set would have to look like, and what a build would cost. A document your team can act on with or without me.

All four engagement shapes

How CargoLint was built

This is not for you if

  • You need a named architect on your bench. That is a different arrangement, and it has its own page.
  • Your client only needs a demo. Every system I build comes with an accuracy measurement.
  • There is no budget yet to take the pilot to production. The sprint is most useful when you can act on its answer.

How partners work with me

Book a diagnostic call

Thirty minutes. I will tell you whether the problem fits this approach, and I will tell you when it does not.

Book a call