---
title: "Fostering breakthrough AI innovation through customer-back engineering"
slug: "fostering-breakthrough-ai-innovation-through-customer-back-engineering"
date: 2026-05-11
category: tech-pub
tags: []
language: en
sources_count: 1
featured: false
publisher: AInauten News
url: https://news.ainauten.com/en/story/fostering-breakthrough-ai-innovation-through-customer-back-engineering
---

# Fostering breakthrough AI innovation through customer-back engineering

**Published**: 2026-05-11 | **Category**: tech-pub | **Sources**: 1

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## TL;DR

Despite years of digitization, organizations capture less than a third of the expected value from digital investments, McKinsey research shows.

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## Summary

Despite years of digitization, organizations capture less than a third of the expected value from digital investments, McKinsey research shows. Most companies start with tech capabilities and bolt apps on top — instead of starting from real customer needs. Customer-back engineering flips that order.

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## Why it matters

Despite years of digitization, organizations capture less than a third of the expected value from digital investments, McKinsey research shows.

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## Key Points

- Despite years of digitization, organizations capture less than a third of the expected value from digital investments, McKinsey research shows.
- Most companies start with tech capabilities and bolt apps on top — instead of starting from real customer needs.
- Customer-back engineering flips that order.

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## Nauti's Take

Strong point: working backwards from a concrete customer problem unlocks far more value from AI investments — and McKinsey's numbers back it up. The catch is that 'customer-back engineering' quickly becomes a buzzword if the team still kicks off with tech demos instead of real user interviews. Nauti's take: a useful sanity check for product owners — before shipping the next AI feature, run five more honest customer conversations first.

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## FAQ

**Q:** What is Fostering breakthrough AI innovation through customer-back engineering about?

**A:** Despite years of digitization, organizations capture less than a third of the expected value from digital investments, McKinsey research shows.

**Q:** Why does it matter?

**A:** Despite years of digitization, organizations capture less than a third of the expected value from digital investments, McKinsey research shows.

**Q:** What are the key takeaways?

**A:** Despite years of digitization, organizations capture less than a third of the expected value from digital investments, McKinsey research shows.. Most companies start with tech capabilities and bolt apps on top — instead of starting from real customer needs.. Customer-back engineering flips that order.

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## Related Topics

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## Sources

- [Fostering breakthrough AI innovation through customer-back engineering](https://www.technologyreview.com/2026/05/11/1136967/fostering-breakthrough-ai-innovation-through-customer-back-engineering/) - MIT Technology Review

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## About This Article

This article is a synthesis of 1 sources, curated and summarized by AInauten News. We aggregate AI news from trusted sources and provide bilingual (German/English) coverage.

**Publisher**: [AInauten](https://www.ainauten.com) | **Site**: [news.ainauten.com](https://news.ainauten.com)

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*Last Updated: 2026-05-11*