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AI solutions for business

AI tools for companies and projects

Some recurring operations in companies — document review, data matching, quotation summarising — consume entire teams' time manually. I build AI-supported tools that speed up these processes and show the evidence behind every result clearly, while the final decision always stays with the human team.

Who this is for

  • An industrial or construction project company that reviews documents, drawings, and quotations repeatedly
  • A pricing team that needs a tool to build a preliminary bill of quantities faster than manual work
  • A company wanting to reduce time spent on manual review without sacrificing accuracy
  • An organisation looking for an internal tool that shows the basis for each result instead of an unexplained 'black box'
  • A team that understands AI is a decision-support tool, not a replacement for specialist review

Recommended tool structure

Evidence upload

An interface to upload site photos, drawings, and quotations in one place.

Evidence-based review

Each finding shown with the evidence and source it was based on.

Automated first draft

Generating preliminary output (like a BOQ) that's fully editable.

Human review panel

A clear space for the team to confirm, edit, or reject any result before it's adopted.

What the tool includes

  • Uploading documents, drawings, and quotations in multiple formats
  • Evidence-based review showing the source of every finding
  • Fully editable preliminary output
  • A clear separation between what was observed and what remains unverified
  • Arabic and English support
  • A limited trial path before full use, when needed

How the work runs

  1. 01

    Identifying the target process

    We identify which recurring process is genuinely worth partial AI automation.

  2. 02

    Designing the evidence flow

    Building a flow that shows every result with its evidence and source clearly.

  3. 03

    Build and test

    Building and testing the tool against real cases to confirm practical value.

  4. 04

    Launch with a clear notice

    Launching with an explicit statement that outputs support human review and don't replace it.

Related work

FactoryScope AI is a live, published tool that reviews site photos, drawings, and quotations to surface scope gaps and conflicts, and builds a preliminary bill of quantities with a visible basis for every price. The tool shows each finding with its evidence and separates what was observed from what remains unverified — it does not claim guaranteed accuracy; the final decision stays with the engineer and the team.

Business ToolsPersonal project2026

FactoryScope AI

Scope review and pricing tool for industrial projects

An app that cross-checks site photos, drawings, briefs, and quotations for scope gaps and conflicts, then builds a preliminary BOQ with a visible basis for every price.

Frequently asked questions

Does AI replace human review?
No, the tool's output supports the team's decision and does not replace specialist review, exactly as with FactoryScope AI.
Are the results always accurate?
AI results can't be guaranteed fully accurate; that's why results are shown with their evidence so the team can decide.
Can the tool be customised for a process other than FactoryScope's?
Yes, the same logic (evidence upload, review, editable output) can be applied to other recurring processes.
Does the tool support a limited trial before subscribing?
A limited-credit trial can be added to test the tool before full use.

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