# [MED] Navigating Enterprise AI Implementation: Risks, Rewards, and Where to Start

**Source:** Snyk
**Published:** 2025-07-21
**Article:** https://snyk.io/blog/navigating-enterprise-ai-implementation-risks-rewards-and-where-to-start/

## Threat Profile

Snyk Blog In this article
Written by Matt Jarvis 
July 21, 2025
0 mins read At Snyk, we believe that AI innovation starts with trust, which must be earned through clear governance, sound security practices, and proven value delivery. As we scale our AI initiatives across the business, we’re continually refining how to implement AI in a way that is not just fast and functional, but also secure and responsible.
Whether you’re in the early planning stages or already experimenting, here are some of …

## Indicators of Compromise (high-fidelity only)

- _No high-fidelity IOCs in the RSS summary._ If the source publishes a technical write-up with defanged IOCs in the body, those would be picked up automatically on the next pipeline run.

## MITRE ATT&CK Techniques

- _Narrative-keyword inference returned no technique mappings; review article for ATT&CK relevance manually._

## Kill chain phases observed

_(none detected from narrative keywords)_

## Recommended hunts

_No actionable hunts can be derived from the RSS summary alone. The article may still warrant manual review — open the source link for actor attribution, IOCs in the body, and TTP detail._


## Why this matters

Severity classified as **MED** based on: 0 use case(s) fired, 0 technique(s) inferred. Read the full article for actor attribution, tooling details, and any defanged IOCs in the body that aren't visible in the RSS summary.