Data entry
Transcribing data from documents or calls into systems.
Task automation exposure
High exposure
Exposure basis
[v4/median] score 75 (raw 75 | A 75 / B 90 / C 30 | modality: other) AI can accurately extract and enter data from scanned records and medical dictations using mature OCR and speech‑to‑text services, though occasional errors still require human review. (capable: Medical speech‑to‑text and OCR/NLP pipelines (e.g., Google Cloud Speech‑to‑Text Medical, Nuance Dragon Medical, Amazon T)
3 capabilities · 1 occupations
Basis
How exposure was assessed
[v4/median] score 75 (raw 75 | A 75 / B 90 / C 30 | modality: other) AI can accurately extract and enter data from scanned records and medical dictations using mature OCR and speech‑to‑text services, though occasional errors still require human review. (capable: Medical speech‑to‑text and OCR/NLP pipelines (e.g., Google Cloud Speech‑to‑Text Medical, Nuance Dragon Medical, Amazon T)
How much of this task's output current AI can produce or substantially assist.
Best current model strength on any capability this task requires.
This is an assessment of technical feasibility plus published evidence - not a forecast. Even fully automatable tasks are often not automated, because of cost, verification, liability, regulation or the fact that the task is bundled with other work.
Capabilities
AI capabilities involved
15 models tracked · strongest: GPT-5
- Image76
11 models tracked · strongest: FLUX.1
6 models tracked · strongest: ElevenLabs v3 (alpha)
Occupations
Occupations that perform this task (1)
Importance is the O*NET-style weight of this task within each occupation. The same task can be highly exposed but peripheral to one job and core to another.
| Occupation | Industry | Importance | Role | Occupation AI exposure |
|---|---|---|---|---|
| Medical Records and Health Information Technicians | Healthcare | 4/5 | core | 58 |
Evidence
Evidence (0)
No evidence item is mapped to this specific task yet. The exposure figure above rests on the v1 editorial baseline and on the capability assessment, and should be treated as low-confidence. Pages with fewer than 0 evidence items are excluded from sitemaps.