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2-Min Survey – LLMs + External Data in Healthcare

1. Which company are you currently employed at?

*

2. Which team or function do you currently work in?

*

(Choose the one that fits best)

2. Which team or function do you currently work in?

A

Regulatory Affairs

B

Medical Affairs

C

Market Access

D

Clinical Operations

E

Commercial / Marketing

F

Data Science / ML

G

Clinical Science

H

Safety Science / Pharmacovigilance

I

Clinical Pharmacology

J

Quality / Compliance

K

Other

3. Does your company currently use an internal AI assistant or LLM chatbot for employees?

*

3. Does your company currently use an internal AI assistant or LLM chatbot for employees?

A

Yes

B

No

C

Planning to

4. What public data sources do you (or your team) need to reference regularly at work?

*

(Check all that apply)

4. What public data sources do you (or your team) need to reference regularly at work?

FDA guidance / drug labels

ClinicalTrials.gov

PubMed / scientific articles

WHO / CDC / ICH guidelines

None of the above

Other

5. How do you (or your team) access that data today?

*

(Check all that apply)

5. How do you (or your team) access that data today?

I (We) Google it / search government websites manually

I (We) use an internal tool or database

I (We) copy-paste or scrape data manually

I (We) ask someone else to look it up

Other

6. Roughly how much time do you spend per week searching or reviewing this kind of external data?

*

6. Roughly how much time do you spend per week searching or reviewing this kind of external data?

A

< 30 minutes

B

30–60 minutes

C

1–3 hours

D

3–5 hours

E

5+ hours

7. If your internal LLM/chatbot could directly answer questions using this data, how valuable would that be for you?

*

7. If your internal LLM/chatbot could directly answer questions using this data, how valuable would that be for you?

0

1

2

3

4

5

Not ValuableVery Valuable

2-Min Survey – LLMs + External Data in Healthcare

1. Which company are you currently employed at?

2. Which team or function do you currently work in?

3. Does your company currently use an internal AI assistant or LLM chatbot for employees?

4. What public data sources do you (or your team) need to reference regularly at work?

5. How do you (or your team) access that data today?

6. Roughly how much time do you spend per week searching or reviewing this kind of external data?

7. If your internal LLM/chatbot could directly answer questions using this data, how valuable would that be for you?

8. (Optional) Any big pain points or ideas you’d want an internal AI assistant to solve?

9. (Optional) Want early access or a follow-up chat? Drop your email.