
SMBs see the biggest AI returns not from transformation projects but from killing the most repetitive, soul-crushing admin work first. Fix the frustration, then scale.
Frederike FalkeWhat it takes to ship AI into production stacks. Custom builds, pre-built systems, security, integration — the unglamorous engineering that decides whether AI sticks.

SMBs see the biggest AI returns not from transformation projects but from killing the most repetitive, soul-crushing admin work first. Fix the frustration, then scale.
Frederike Falke
Companies race to deploy AI agents on messy, fragmented data and wonder why outputs are wrong. The model is not the problem. The data underneath is.
Frederike Falke
The fear that AI makes relationships fake misses the point entirely. AI agents handle the administrative burden so you can focus on what actually matters — the human connection.
Frederike Falke
Most AI projects fail at adoption, not at build. Here's how to design workflows that teams actually embrace.
Frederike Falke
A boutique entertainment law firm was hemorrhaging partner time on first-draft contract work. One missed clause could cost clients mid-six figures. Here's how we built AI that preserves firm voice while shipping contracts in hours, not days.
Frederike Falke
Granola combines your live notes with call recordings to produce one clean output. No bots joining calls. No sprawling feature sets. Just the bridge between human notes and AI transcription done right.
Frederike Falke
Most AI agencies sell you one of these four stages and call it a project. We run them as one continuous engagement because that's what actually works for established firms.
Frederike Falke
We see this pattern across every industry we work in — market research, law, real estate, consulting. The build phase is complete. The system works. The handoff slides look good. Six months later, half the team has switched back to Excel.
Frederike Falke
Most CRMs turn people into data points. You lose the human connection when every interaction becomes a form to fill. Here's why conversational AI changes everything about how we manage relationships.
Frederike Falke