Case Study

Engineering Firm Automation

How we helped a leading engineering consultancy save thousands of hours annually with two custom AI agents that revolutionized their workflow.

2025
Engineering

Standards Chatbot

An AI assistant that allows engineers to instantly locate and interpret information from thousands of complex design standards.

No more digging through PDFs. The chatbot quotes exact clauses, figures, and tables directly in Microsoft Teams with links to original documents.

$50K
Annual Savings
50+
Standards Covered
4
Disciplines Supported

The Challenge

Engineers spent countless hours manually searching through complex design standards.

  • -Digging through multiple PDFs to find information
  • -Cross-referencing standards across authorities
  • -Verifying they had the current version
  • -Time wasted on research instead of design work

The Solution

Built on Microsoft Azure, integrating with SharePoint and embedded in Teams.

How It Works

  • Connects directly to SharePoint where all standards are stored
  • Covers 50+ standards across sewer, water, road, and planning
  • Always uses current versions - no manual updates needed
  • Chat naturally in Teams like talking to a colleague

The Results

Efficiency Gains

Instant access eliminates hours of manual searching. Engineers focus on expertise, not document hunting.

Cost Savings

$50,000 saved annually from time no longer spent on manual research.

Quality Control

Guaranteed accuracy. Always current standards, always correct source.

Enhanced Focus

More time for analysis and design. Less time on repetitive research.

Contractor Intelligence Agent

Instantly assess whether subcontractor quotes are competitive and accurate.

Combines historical company data with live market intelligence. No guesswork - every quote benchmarked against reality.

Instant
Quote Assessment
Live
Market Data
100%
Automated

The Challenge

Teams relied on intuition and outdated spreadsheets. No clear way to know if quotes were fair.

  • -Manual quote comparison was slow and inconsistent
  • -No visibility into current market rates by region
  • -Negotiations based on guesswork
  • -Missed cost-saving opportunities
  • -Historical data sitting unused

The Solution

Historical data + live market APIs = instant, data-backed assessments.

How It Works

  1. 1
    Upload or forward quote via email/Teams/SharePoint
  2. 2
    Instant benchmark against historical & market data
  3. 3
    Get assessment with transparent reasoning

Example:

“This rate is 8% above historical median and 5% above current market rates for concrete formwork in NSW.”

The Results

Lower Costs

Better negotiations and outlier detection. Consistently fair, competitive pricing backed by data.

Faster Decisions

Quote evaluation: hours to seconds. Respond faster, accelerate projects.

Full Transparency

Clear reasoning for every decision. Stakeholders understand why quotes pass or fail.

Strong Negotiations

Armed with concrete data. Negotiate from strength, ensure fair outcomes.

Get Similar Results

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