AI & Systems for engineering firms in Egypt and the Gulf
Example
Neuractor builds AI that reads your RFQs, tender packs and engineering documents, in Arabic and English, and answers with the clause and the page. When the documents don't say, it says so. Your documents stay with you, and your team makes the call.
Or write to info@neuractor.com for a free, honest reply: whether AI can help, and what a diagnostic would look at.
How it reads a sample RFQ (illustration)
When the documents don't say, it says so and hands the question to your team.
Please quote for the items in the attached specification and bill of quantities. Submission by Thursday, 12:00.
p. 4 · §3.1 Gate valves shall be DN150, PN40, body material per Table 2.
p. 12 · §4.2 Delivery within 8 weeks of the purchase order.
p. 15 · §6.1 Warranty as agreed with the purchaser.
| # | Requirement (as written) | Source | Status |
|---|---|---|---|
| 1 | Gate valve DN150, PN40, body material per Table 2 | Spec p. 4, §3.1 | Found |
| 2 | Delivery within 8 weeks of the purchase order | Spec p. 12, §4.2 | Found |
| 3 | Third-party inspection certificate type | — | Not found → your team |
| 4 | Warranty period | Spec p. 15, §6.1 | Clarify with client |
ما مدة التوريد المطلوبة؟
What delivery time is required?
8 أسابيع من تاريخ أمر الشراء. المواصفات، ص 12، البند 4.2
8 weeks from the purchase order. Spec, p. 12, §4.2
Row 3 is not in the documents, so it went to your team instead of being guessed.
Where the hours go
Three situations familiar to any team that answers RFQs and tenders.
The request is one email and five attachments, and the deadline is Thursday.
The real requirements hide in specifications, annexes, addenda and drawing notes.
The answers depend on one senior person, in two languages, who is already busy.
What we build
Both are workflows that are heavy on reading: requests that arrive as piles of documents, and answers buried in long specifications.
The workflow reads the request and its attachments, pulls out scope, quantities and deadlines, flags what is missing, and hands your team a clean draft to check.
Ask about your specifications, procedures or contracts, and get an answer from your own documents, with the page it came from.
Document AI for oil and gas: procedures, datasheets, inspection reports and contracts.
Neuractor SystemsWho it is for
Engineering-heavy B2B firms in Egypt and the Gulf, where skilled people spend hours reading, copying and searching documents.
How we work
One workflow at a time. You decide at the end of each step whether to go on.
We study one workflow with your team. You get a workflow map, baseline measurements, a data-readiness verdict, written acceptance criteria, a payback estimate and a fixed quote for the pilot.
A production-ready pilot on your real documents, built in cloud and AI-service accounts your firm owns. Your documents and running costs stay under your control.
If you want us to keep going, we run what we built, keep it accurate and add the next workflow.
We are new, and we are looking for our first clients. There are no case studies here yet; we will publish results only after we measure them with a client.
Your documents
Plain promises you can check.
FAQ
No. We build the workflow inside cloud and AI-service accounts your firm owns, so your documents and running costs stay under your control.
We switch model training off on every work account we use, and your documents stay in your own cloud account.
It is built for Arabic and English, including documents that mix both. Scan quality decides how well text can be read, so the diagnostic tests your real documents before we promise anything.
A diagnostic of 5 working days, then a pilot live within 60 days.
We don't publish prices. Email us about your workflow and we will quote the diagnostic for your case.
Neuractor · AI & Systems
Start with one workflow.
Tell us which workflow is slow, manual and full of documents. We reply with whether AI can help and what a diagnostic would look at. No obligation, no mailing list.
info@neuractor.com