Forbes Says Small Businesses Should Let AI Write Grants. Bold Claim. The Customer Data Angle Is Smarter.

Konstantin Klyagin of Redwerk outlines how small businesses can deploy AI as a personal grant writer that scans for relevant grants, drafts narratives, and prepares certification paperwork. He also highlights that analyzing customer conversations across emails, reviews, sales calls, and support tickets can reveal recurring objections, buying triggers, and common questions. Those insights can then strengthen websites and marketing.

The underlying principle here is pattern extraction from unstructured data. Human analysts tire, miss signals, and bring bias to qualitative review. AI does not get tired, though it absolutely brings its own biases. The mechanism is thematic clustering. Feed the model enough customer language and it surfaces recurring structures that a busy owner would never notice manually. That is the real payoff, not the grant writing.

Konstantin Klyagin represents Redwerk and wrote this as a Forbes Tech Council post. He focuses on use cases accessible to even the smallest businesses using free AI tools for social media, customer emails, and conversation analysis.