# What will AGI do for Log Graders and Scalers?

**AI-deliverability:** 20% (physical)

Despite utilizing IT/software tools (14 tools in segment 43) for 'Documenting/Recording Information' (4.00), this role is heavily bound to the physical environment. Core Work Context attributes are overwhelmingly physical, emphasizing 'Outdoors, Exposed to All Weather Conditions' (4.96), wearing protective gear (4.83), and using hands to handle objects (4.26) to physically inspect materials (3.89).

## How AGI delivers it

### Autonomous Agents as digital employees

For Log Graders and Scalers, hire a digital employee that does the job under earned, supervised autonomy.

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

### Services-as-Software

For Log Graders and Scalers, get the professional outcome delivered as software, priced on results, not headcount.

Routes to: services.do, services.studio

## Related

- [Accountants and Auditors](https://agi.do/Occupations/Accountants_and_Auditors)
- [Actors](https://agi.do/Occupations/Actors)
- [Actors, Producers, and Directors](https://agi.do/Occupations/Actors,_Producers,_and_Directors)
- [Actuaries](https://agi.do/Occupations/Actuaries)
- [Acupuncturists](https://agi.do/Occupations/Acupuncturists)
- [Adhesive Bonding Machine Operators and Tenders](https://agi.do/Occupations/Adhesive_Bonding_Machine_Operators_and_Tenders)

## Read more

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