How to Monitor AI-Created Scripts on Corporate Endpoints
The ease enabled by generative AI has created an irreversible phenomenon. Business users can now produce functional code in seconds. This speed, however, has introduced Shadow Python, a layer of invisible automations operating outside the visibility of IT and Information Security. AI-created scripts are already running on workstations across your organization. Monitoring these executions is […]
How to Govern the Use of Python in Enterprises in the Age of AI
Python is already part of the daily operations of large enterprises. It runs across data, automation, finance, marketing, and operations and increasingly in the hands of business users supported by generative AI. Python has grown faster than governance. Today, governing the use of Python in enterprises is no longer a technical best practice but a […]
The Invisible Risk of Shadow Python: What the 700Credit Breach Teaches Us About Governance
When a breach makes headlines, the storyline usually comes pre-packaged: “an attacker got in,” “data was exposed,” “the company is notifying.” In the case of 700Credit, at least 5.6 million people had their name, address, date of birth, and SSN compromised. But incidents like this are rarely isolated accidents. They’re the most visible symptom of […]
Shadow AI: Data, Risks, and Governance Solutions (2026 Guide)
Artificial intelligence is no longer a futuristic bet—it has become the central engine of modern productivity. However, while companies plan to increase AI investments by 36% over the next two years, a silent and risky phenomenon is growing behind the scenes: Shadow AI. According to a recent SAP study with Oxford Economics, reported by Forbes, […]
Python+AI governance on endpoints: where to start?
Python has become the backbone of a lot of what happens inside companies: data, automation, AI, rapid integrations. At the same time, Python+AI governance on endpoints is still fragile—or nearly non-existent—in many organizations. Local scripts, notebooks “saved on the desktop,” and small AI agents end up running on workstations, VMs, and servers without real visibility […]
24 Essential Python Libraries in 2026 (Web, Data, AI, and Automation)
Python libraries are pre-built code packages that can be imported and reused across different projects, saving developers from having to build everything from scratch. Python is an extremely powerful and versatile language, which has made it highly popular among developers. It has an active community and a wide range of specialized libraries. In addition, Python […]
Python, AI and LGPD: how to prevent data leaks on endpoints?
When it comes to python lgpd, the conversation usually revolves around contracts, cloud databases, and privacy policies. But in practice, a major share of the risk lives somewhere else: Python scripts, AI-powered automations, and notebooks running directly on company endpoints. This is where “python lgpd” stops being an abstract legal discussion and becomes a very […]
AI Governance: Shadow AI and Python on Endpoints
The discussion around AI governance is no longer just theory. Today, generative AI, copilots, and local automations are already part of the daily routine of business areas, data teams, and operations. At the same time, the use of AI tools outside IT’s control is growing. This phenomenon has become known as Shadow AI. That’s where […]
Shadow Python under control: script orchestration
Python scripts are at the heart of many business automations. They start as quick solutions but often evolve into an invisible web of untracked, undocumented, and risky code — known as Shadow Python. This happens when teams build and run scripts outside IT supervision, with no version control, testing, or orchestration. The result? Failures, inconsistent […]
Python and LGPD: Ensuring Compliance and Data Security in Corporate Automations
Digital transformation has brought countless benefits to companies — and new challenges as well. With the rise of automation and large-scale data processing, ensuring compliance with Brazil’s General Data Protection Law (LGPD) has become a top priority. In this scenario, Python — one of the most widely used programming languages for scripts and automation — […]