The Hidden Cost of Bad Data: Why It’s Undermining Your AI Strategy

Poor data quality is a massive hidden cost that silently sabotages expensive AI projects and drains company resources. The “1-10-100 Rule” proves that proactive prevention is exponentially cheaper than fixing failures downstream. The solution requires …


This content originally appeared on HackerNoon and was authored by Ruben Melkonian

Poor data quality is a massive hidden cost that silently sabotages expensive AI projects and drains company resources. The "1-10-100 Rule" proves that proactive prevention is exponentially cheaper than fixing failures downstream. The solution requires a systematic approach, starting with a data audit and establishing continuous data governance, which ultimately transforms data from a liability into a high-ROI strategic asset.


This content originally appeared on HackerNoon and was authored by Ruben Melkonian


Print Share Comment Cite Upload Translate Updates
APA

Ruben Melkonian | Sciencx (2025-12-02T10:36:04+00:00) The Hidden Cost of Bad Data: Why It’s Undermining Your AI Strategy. Retrieved from https://www.scien.cx/2025/12/02/the-hidden-cost-of-bad-data-why-its-undermining-your-ai-strategy/

MLA
" » The Hidden Cost of Bad Data: Why It’s Undermining Your AI Strategy." Ruben Melkonian | Sciencx - Tuesday December 2, 2025, https://www.scien.cx/2025/12/02/the-hidden-cost-of-bad-data-why-its-undermining-your-ai-strategy/
HARVARD
Ruben Melkonian | Sciencx Tuesday December 2, 2025 » The Hidden Cost of Bad Data: Why It’s Undermining Your AI Strategy., viewed ,<https://www.scien.cx/2025/12/02/the-hidden-cost-of-bad-data-why-its-undermining-your-ai-strategy/>
VANCOUVER
Ruben Melkonian | Sciencx - » The Hidden Cost of Bad Data: Why It’s Undermining Your AI Strategy. [Internet]. [Accessed ]. Available from: https://www.scien.cx/2025/12/02/the-hidden-cost-of-bad-data-why-its-undermining-your-ai-strategy/
CHICAGO
" » The Hidden Cost of Bad Data: Why It’s Undermining Your AI Strategy." Ruben Melkonian | Sciencx - Accessed . https://www.scien.cx/2025/12/02/the-hidden-cost-of-bad-data-why-its-undermining-your-ai-strategy/
IEEE
" » The Hidden Cost of Bad Data: Why It’s Undermining Your AI Strategy." Ruben Melkonian | Sciencx [Online]. Available: https://www.scien.cx/2025/12/02/the-hidden-cost-of-bad-data-why-its-undermining-your-ai-strategy/. [Accessed: ]
rf:citation
» The Hidden Cost of Bad Data: Why It’s Undermining Your AI Strategy | Ruben Melkonian | Sciencx | https://www.scien.cx/2025/12/02/the-hidden-cost-of-bad-data-why-its-undermining-your-ai-strategy/ |

Please log in to upload a file.



There are no updates yet.
Click the Upload button above to add an update.

You must be logged in to translate posts. Please log in or register.

Related Posts