How do protect your data in an AI-driven environment? Here’s what you need to know.
Even well-secured apps can leak data
If your app pulls in third-party content — like URLs, comments, or files — LLM features can be tricked into leaking private data through indirect prompt injection. Most teams don’t even realize it’s happening.
According to a 2025 Gartner survey,
73%
of enterprises have suffered an AI-related security breach in the last year
$4.8M
average cost per incident — with indirect prompt injection and data leakage via LLMs now among the top attack vectors for financial services and healthcare organizations
In recent incidents, platforms like ChatGPT and Microsoft 365 Copilot were exploited by attackers using hidden prompts and indirect content injection, leading to unintended data exposure
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Some Quick facts about each vendor
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Amazon CodeWhisperer
Achieved extremely fast growth, projected to reach $200M revenue in 2025, with a $2.6B valuation as of January 2025.
CodeWhisperer is Amazon’s flagship AI-powered tool for developers, closely tied to the Amazon Web Services ecosystem and widely adopted across industries for its integration and support.
Over 1 million users, acclaimed as the fastest SaaS company to hit $100M ARR.
Frequently highlighted in industry events (like AWS re:Invent, AI Con USA) as part of Amazon’s next-generation AI portfolio.
Serves a primarily developer audience, helping automate code comprehension, editing, and debugging with AI.
As an initiative within AWS, CodeWhisperer benefits from Amazon’s global cloud infrastructure.
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