With rise of No-Code tools and AI
I had this Idea but who would be the target audience?
Just a thought experiment.
BTW if this is something you need in your industry I could build it out tailoring to your needs.
That intersection is tough beyond platforms (e.g. creating an ML pipeline without code with elements of the pipeline being smart enough to extract features from your data automatically).
To me, no-code is about enabling others to create without code. That's everything from APIs to full-blown SaaS apps. AI is about amplifying people's ability and improving what they already do (automation, streamlining, etc).
So at first glance, it feels like there's little overlap between the two. Rather, no-code brings the initial thing to fruition, then AI can help with tasks to grow it (e.g. marketing) and keep it going (e.g. monitoring, compliance).
Beyond that, I think we run into Hard Problems that are ongoing research areas.
A few ideas though:
- A natural language ORM. Your app reads a database schema and humans check the labelling of the fields to see if they make sense (and modify them as needed). Once that's done, use speech recognition and natural language processing to support simple queries. "What was our best selling product last month?" "What's the average age of the customer who buys {product x}?" No SQL statements, no clicking around.
- Chatbot builder. Rather than using only some WYSIWIG tool that hardcodes chat responses, do that for the basic stuff AND have the app consume a bunch of existing company chat logs, documentation, and call center transcriptions, and turn that data into a question-answer model.
- Visual scraping. Rather than coding a scraper, create something capable of scraping from screenshots.