# What will AGI do for Remediate Digital Vulnerabilities?

## Overview

Security scanners generate thousands of vulnerability alerts, but applying the actual fixes remains a manual bottleneck. Security teams create tickets detailing common vulnerabilities and exposures, but developers must halt product work to hunt down affected libraries, assess dependency trees, and write the necessary code changes. The disparity between automated discovery and manual remediation creates massive backlogs of exposed infrastructure.

Remediation resists simple automation because blind patching frequently breaks production environments. Upgrading a vulnerable package often forces cascading updates across deeply nested dependencies, requiring extensive regression testing before deployment. Existing vulnerability management tools stop at prioritization; they point out the highest-risk flaws but push the actual mitigation work onto engineering teams without providing context-aware code solutions.

Engineers spend hours translating generic patch advice into specific pull requests tailored to their custom architecture. The structural gap exists between knowing what is broken and writing the safe, tested code required to fix it. This disconnect leaves critical systems exposed during the days or weeks it takes human developers to safely integrate and deploy a required patch.

## How AGI delivers it

### Services-as-Software

For Remediate Digital Vulnerabilities, get the professional outcome delivered as software, priced on results, not headcount.

Routes to: services.do, services.studio

### Autonomous Agents as digital employees

For Remediate Digital Vulnerabilities, hire a digital employee that does the job under earned, supervised autonomy.

Routes to: agents.do, workflows.do, management.studio, agents.management

## Related

- [1040 Document Processing](https://agi.do/Problems/1040_Document_Processing)
- [1040 Overflow Preparation](https://agi.do/Problems/1040_Overflow_Preparation)
- [1040 Return Generation](https://agi.do/Problems/1040_Return_Generation)
- [1040 Return Preparation](https://agi.do/Problems/1040_Return_Preparation)
- [1040 Schedule Mapping](https://agi.do/Problems/1040_Schedule_Mapping)
- [1099 Brokerage Fetching](https://agi.do/Problems/1099_Brokerage_Fetching)

## Read more

- [The informational twin on agi.as](https://agi.as/Problems/Remediate_Digital_Vulnerabilities)
- [This page on agi.do](https://agi.do/Problems/Remediate_Digital_Vulnerabilities)