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Published on April 11, 2026

How We Use AI to Transform 200-Page Tenders Into 4-Page Project Sheets

Fethi Guessabi
Tags
AI AutomationEngineeringDocument ProcessingProductivity

The Problem: Drowning in Documentation

If you work in engineering (electrical, mechanical, structural, intelligent buildings, water treatment, infrastructure), you know the drill. A new tender lands on your desk. It's 200+ pages of specifications, requirements, drawing references, and legal terms.

Now your team needs to extract the critical information and produce a structured project sheet that follows your company's internal template. This is the document your teams actually use to understand the project, estimate costs, and decide whether to pursue it.

Typically, this process looks like this:

  • 2 to 3 people assigned to the task
  • Several days of reading, extracting, reformulating, and formatting
  • Manual copy-paste from the tender into your template
  • Back-and-forth reviews to make sure nothing was missed

Multiply this by every tender your firm evaluates, and you're looking at a significant resource drain. Senior professionals spending days on document processing instead of engineering work.

The Solution: AI-Powered Project Sheet Generation

We built a solution that automates this entire workflow. Here's how it works:

  1. Upload - Drop the tender document (PDF, any size) into the system
  2. Processing - The AI reads, analyzes, and cross-references every section of the document
  3. Output - A structured project sheet is generated automatically, formatted to your company's template

The result is a concise 3-to-4-page project sheet that contains all the critical information your team needs: project scope, key requirements, deadlines, special conditions, and relevant technical specifications.

The Numbers

BeforeAfter
People involved2-30 (automated)
Time per tenderSeveral days3-7 minutes
OutputVaries by personConsistent, structured
Human review neededMultiple roundsOne quick validation

The time savings alone are significant. But the real value is in consistency. Every project sheet follows the same structure, captures the same categories of information, and presents it in a format your teams already know how to read.

Why This Matters for Engineering Firms

Engineering firms evaluate dozens of tenders per year. Each one requires this documentation step before any real decision-making can happen. When this bottleneck takes days per tender, it limits how many opportunities your firm can evaluate.

With AI handling the extraction and formatting, your team can:

  • Evaluate more tenders in the same timeframe
  • Free senior staff to focus on technical analysis instead of document processing
  • Respond faster, which matters when deadlines are tight
  • Maintain a searchable archive of standardized project sheets

Is This Just for Engineering?

We built this for the engineering sector, but the principle applies to any industry that processes large, structured documents: construction, legal, procurement, government contracting. Any workflow where humans manually extract and reformat information from long documents is a candidate for this kind of automation.

What It Takes to Implement

This isn't a generic SaaS tool. It's a custom solution built around your company's specific template and the types of documents you process. Implementation involves:

  • Understanding your existing template and workflow
  • Training the AI on your document types
  • Testing with real tenders to validate accuracy
  • Deploying with a simple upload interface your team can use immediately

There is no change management headache. Your team uploads a document, gets a project sheet, reviews it, and moves on.

Related Reading

Ready to Stop Spending Days on Document Processing?

If your firm spends significant time extracting information from tenders, proposals, or any large technical documents, we should talk. We've built this solution, we've seen the results, and we can adapt it to your workflow.

Get in touch and let's discuss how this could work for your team.

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