---
title: "How Custom AI Is Transforming Construction"
description: "5 source-backed AI claims from How Custom AI Is Transforming Construction, with key statistics, context, and the original AI Adopters Club source."
url: "https://kbanc.com/claims-library/how-custom-ai-is-transforming-construction"
source: "https://aiadopters.club/p/how-custom-ai-is-transforming-construction"
date: "2025-02-28"
topics: ["implementation", "business", "strategy"]
generated: "2026-08-31"
---

# How Custom AI Is Transforming Construction

By Kamil Banc | February 28, 2025

## Claims

1. **Custom AI Beats Generic Tools** (source summary): Custom reasoning systems that embed domain expertise outperform generic AI tools like ChatGPT in construction.
2. **Construction's Budget Overrun Crisis** (source summary): Ninety percent of large construction projects run over budget by eighty percent on average.
3. **Projects Run 20 Months Late** (source summary): Large construction projects finish about twenty months behind schedule, according to industry statistics cited.
4. **30% Delay Reduction Achieved** (source summary): Companies using Ahmed's custom AI systems have cut delays by thirty percent on major projects.
5. **Domain Experts as Programmers** (source summary): Ahmed predicts future programmers will be domain experts who program their experience into AI systems.

## Evidence

### Quote
> "AI isn't just another tech tool – it's quickly becoming what Ahmed calls a 'source of intelligence' that can be piped into any industry, just like electricity." - Kamil Banc

### Key Statistics
- **90% of large construction projects run over budget, by 80% on average**: Industry statistics cited in the article illustrating chronic cost overruns in construction.
- **Projects finish about 20 months behind schedule**: Average schedule slippage for large construction projects, highlighting the industry's productivity problem.
- **$1 trillion productivity opportunity**: Estimated value of closing the construction productivity gap through better technology and processes.
- **30% fewer delays and 20% lower costs**: Results some companies achieved on major projects after implementing Myte Group's custom AI reasoning systems.

## Context
The article draws on Kamil Banc's interview with Ahmed Mekallach, a civil engineer with a decade of experience who leads Myte Group, a firm building custom reasoning systems for construction and healthcare. Rather than applying generic chatbots, these systems embed construction-specific constraints, codes, and practices into AI workflows, producing auditable outputs like flowcharts, estimates, and timelines. The methodology emphasizes starting with one targeted, data-heavy workflow, establishing baseline metrics, and measuring results within roughly 60 days. Practitioners can apply the approach by pairing experienced domain experts with technical teams to encode institutional knowledge into AI systems. This captures expertise that would otherwise leave with departing staff, creating a scalable competitive advantage generic AI tools cannot replicate.

## Source
- Original: [How Custom AI Is Transforming Construction](https://aiadopters.club/p/how-custom-ai-is-transforming-construction)
- Cite: kbanc.com/claims-library/how-custom-ai-is-transforming-construction

## Primary Evidence
- [Myte Group](https://mytegroup.com/) (mytegroup.com; supports claims 1, 4, 5)