There are lots of perspectives about what it means to be AI native? Here’s a basic checklist:
✅ Vibe-coding - Let AI co-drive your dev process. Use tools like
Cursor,
Windsurf etc. to build faster.
✅ Vibe-designing - Use AI to prototype and refine UI/UX. Tools like v0 by
Vercel,
Lovable, or
Bolt help speed up design cycles.
✅ AI-data ops - Automate how you gather, clean, and manage data. Use tools like
Unstructured.io or custom LangChain/RAG pipelines.
✅ LLM-native workflows baked into the product – Not just chatbots. Think: semantic search, smart filtering, summaries, and embedded agents.
The last one’s underrated.
In retail, everyone's heard of BOGOF ("Buy One, Get One Free"). LLMs offer lots of BOGOF opportunities in product development — extra functionality without added dev work. Here's an example from our own product development journey.
💡 People use sales intelligence platforms like
Firmable to find companies and people that fit their Ideal Customer profile (ICP). This is typically done through applying filters to narrow down their search. We now have 70+ filters - so it was only natural that we decided to build an AI search that lets users just type in what they were looking for. The system translates search intent into filters and shows results in seconds.
🧠 But here’s the bonus:
Using LLMs as part of our AI search meant that we can now provide new search capabilities that would have otherwise taken us weeks to build manually.
✨ Example: A user wants to, “See all apparel companies within 20kms of Bondi Beach.” Instead of building a new feature or dataset ourselves, the LLM figures out nearby suburbs, understands the search intent and applies the right filters. Done!
✨ Another one: A user selling security products wants to “find retailers in suburbs with high crime rates”. Again, the LLM does the research, translates the insights into the right filters, and returns results!
We're just scratching the surface. Blending LLM knowledge and reasoning with first and second-party data unlocks opportunities that wasn't possible before. One AI search, many BOGOFs.
What bonus features have you unlocked with AI?
#AI #AIAgents #SalesEnablement #GTM #artificialintelligence