#business #idea
# [[Epistemic status]]
#shower-thought #to-digest
# Related
- [[Ideation]]
- [[Start-up ideation]]
# Start-up idea
## Problem/opportunity
did you hear people in your space / industry complaining a lot about a specific problem? Or unconsciously like "we've spent so much time on X"?
Relationship with healthcare entrepreneurs trying to incorporate LLMs into their product but seems to hard for them
### can you state the problem clearly?
Too hard to build LLM into a highly secure and regulated environment
### have you experienced it yourself?
No. Surrounding / Friends. I experienced the problem of building end-to-end AI apps multiple times though (LLM + search, vector dbs, etc.)
### can you define the problem narrowly?
Healthcare companies struggle to build AI into their product
### is it solvable?
Yeah, just technical details + selling hacks
## Solution
- A unified API to build AI health apps
- Supabase for AI health apps
### are you affected by [[the programmer syndrome]] ?
- Kinda
## Markets/customers/users
Customer is healthcare startups which are more easy to sell to at first but maybe explore bigger businesses or just go to bigger businesses later
- [[160923 9016 ai health market]]
## Why
- Popular:
- Growing:
- Urgent:
- Expensive:
- Mandatory:
- [[Founder-market-fit|Why do you want to solve this problem?]] Leukemia survivor. Where are you in the [[Start-up time horizon]] ? 1 hour into it
- [[What's your unfair advantage?]]:
## brain dump
tempted to do a radical pivot last minute before demo day, aligned with my experience with open source, api, llms, vector dbs:
- A unified API to build AI health apps
```ts
import { createClient } from 'metabyte-js'
// initialize client
const metabyte = createClient(
'https://api.metabyte.ai',
'<grab me here https://app.metabyte.ai/>'
)
// id of one of your user
const bobUserId = 'efwuwef-fwefewe-wfewefcwd-fgrf'
// search for relevant data that you prev stored about bob's health
const searchResults = await metabyte.search('potential diagnosis for bob')
const answer = await mediar
.useModel('stability-ai/pubmed-70b')
.complete(`${searchResults} give potential problems about bob's health to simplify the doctor's work`)
console.log(answer) // Bob seems to have a high heart rate for a few months ...'
```
| Level | Other Humans Can You See Your Data | Humans in Mediar | Humans in AI Providers (OpenAI, Anthropic, Google) | Effort for Mediar Team | Monthly Cost |
| -------------------------- | ---------------------------------- | ---------------------------------- | -------------------------------------------------- | ---------------------- | ------------ |
| Level 3 | No | No | No | High | $50 to $200 |
| Level 2 | Partially | No | Yes | Medium | $50 to $100 |
| Level 2-bis (experimental) | Partially | Partially (only non-personal tags) | Partially (only non-personal tags) | Medium | $100 to $200 |
| Level 1 | Yes | Yes | Yes | Low | $20 |
### companies
https://lightit.io/
https://www.welldhealth.com/