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AI-assisted document workflows

A clearer path from requirements to deliverables.

A technical offer and a bill of materials should tell the same story. I built an AI-assisted workflow that connects source requirements, structured study records and coordinated documents.

My roleDesigned and built independentlyFocusAI-assisted extraction · Structured records · BOMs · Technical offers · Review workflows

Explore the workflow

Different documents. One coordinated story.

Explore the document workflow. These are schematic illustrations, not customer drawings or approved engineering outputs.

Gather the evidence

Drawings, load schedules, specifications and clarification replies form the inputs. Their revisions and context need to stay visible.

Workflow illustration · No customer data

The starting point

The problem behind the project.

Panel requirements can be spread across drawings, schedules, specifications and clarification replies. Preparing the BOM and technical offer separately makes inconsistencies harder to spot.

My contribution

Connecting the right pieces.

I built a workflow to organize the inputs, record requirements and conflicts, and prepare per-design BOMs and a coordinated technical offer from the same study record. The process includes review and revision checkpoints.

The result

What changed.

A repeatable way to prepare and reconcile the documents, with links back to the inputs and a place for technical review before release.

What matters in the work

The details worth getting right.

Keep the evidence

Retain source context and revisions.

Coordinate outputs

Use the same study record for the BOM and offer.

Build in review

Check and reconcile before release.

Explore another projectA workplace ready for wherever work happens.

A good place to start

Something to untangle?
Let’s talk.

Have a project in mind or a role that sounds like a fit? I’d like to hear about it.

Email Ahmed