AI systems built
for your operation.

We build computer-vision systems, document-processing workflows and edge AI. Our engineers handle model development, integration, deployment and ongoing support.

Or email info@ai2see.com

A system we built · SA Glass

From customer order to proforma invoice.

of SA Glass orders now go through untouched
78%
for each of those orders, end to end
~38sec
of retyping per order before the system
35min
  1. Read the orderExtract fields from notes, spreadsheets, PDFs and drawings.
  2. Validate the detailsCheck dimensions and specifications against catalogue and business rules. Route uncertain fields for review.
  3. Prepare the invoiceGenerate a validated proforma invoice for ERP import.

Five industries

Problems we solve.

Process

How we work.

Six steps, from the case that is stuck to a system your team can run.

  1. Step 01

    Find the stuck case

    A person is still checking every frame, incoming order, or device by hand. That repeated check is the case we start from.

  2. Step 02

    Agree the output

    We name what the system has to return, and which results a person still reviews. The test is agreed before anything is built.

  3. Step 03

    Start from your data

    We work from the footage, documents, or device captures you already have. Those real examples are the ones the system has to handle.

  4. Step 04

    Build the working system

    Detection, document extraction, or an on-device pipeline, checked against the output you agreed. You see it run on your own cases.

  5. Step 05

    Put it in the workflow

    The system goes into the camera, the order path, or the hardware already in place. It meets the work where that work already happens.

  6. Step 06

    Keep it running

    Uncertain cases stay available for a person to review, and someone owns the system after launch. It does not stop at a demo.

Where to start

Start with one hard example.

A short clip, an incoming order, or the device it needs to run on gives us something concrete to discuss.

On the 30-minute call

We map the difficult case, the output your team needs, and what a useful proof of concept would measure. Speak directly with an engineer who can scope the work and build it.

  1. 01Define the test

    Agree on the data, output and evaluation criteria.

  2. 02Build on your data

    Develop and check the working baseline.

  3. 03Deploy and support

    Integrate the system and agree on ownership after launch.

Tell us what you’re working on.

Share the problem, the data you have and what a useful result would look like. We’ll use your brief to start a practical conversation.

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What would you like to build or improve? Include any data, deployment or timing constraints.

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