# What will AGI do for Resume Capability Translation?

## Overview

Recruiters and hiring managers struggle to map a candidate's self-reported work history to the strict competency frameworks of an open role. Candidates write resumes using the proprietary jargon, distinct job titles, and unique operational contexts of their previous employers. This creates a translation gap where actual demonstrated skills are obscured behind unfamiliar terminology, forcing evaluators to guess if a past accomplishment proves a required capability.

Traditional applicant tracking systems rely on exact keyword matching or shallow semantic similarity to bridge this gap. These legacy filters cannot extract latent capabilities from context, meaning an applicant who orchestrated a complex database migration is rejected if they omit a specific phrase like data architecture strategy. Because existing tools cannot reason about the functional equivalence of different professional experiences, companies routinely discard highly qualified talent while evaluators waste hours manually decoding the work histories of the remaining pool.

## How AGI delivers it

### Services-as-Software

For Resume Capability Translation, get the professional outcome delivered as software, priced on results, not headcount.

Routes to: services.do, services.studio

### Autonomous Agents as digital employees

For Resume Capability Translation, hire a digital employee that does the job under earned, supervised autonomy.

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

## Related

- [Startups](https://agi.do/Problems/Resume_Capability_Translation/Startups)

## Read more

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