AI Automation for Small Businesses: What's Actually Worth Building
Start with repetitive support volume
If your team answers the same 20 questions weekly, a grounded RAG chatbot often pays back within one quarter. Avoid generic ChatGPT wrappers without your data.
Document search beats generic chat
Legal, finance, and ops teams benefit from search-over-docs with citations. Arabic AI Law is an example: hybrid vector + BM25 retrieval beats a single embedding index for precise statute lookup.
Automate handoffs, not decisions
Milestone approvals, ticket routing, and CRM sync are high-value automation targets. Fully autonomous financial decisions rarely belong in v1.
How Protonixs scopes projects
We run a one-week discovery: map data sources, define success metrics, and ship a thin vertical slice before expanding scope.