Our Insights
The software factory that couldn't exist five years ago
För fem år sedan var det omöjligt för ett litet bolag att bygga och äga sina egna affärssystem utan att sätta ihop en hel avdelning. De köpte färdig SaaS / mjukvara, anpassade sig och levde med kompromisserna. Båda alternativen håller på att bli irrelevanta.
Carl-Axel Dahlin & Mattias Lyth · 2026-03-31
Fresh from the workshop: an AI agent running a SaaS that has a built-in AI tool
The label is probably 'production pipeline with agent supervision.' Dr. Christina records videos — Leonie handles the rest. 70–80% of end-to-end time eliminated.
Want AI but operate in a regulated environment? Look at Revolut and Affirm
Two fintechs show how to ship AI inside heavily regulated workflows. Revolut hit a 99.7% call-handling success rate with voice agents and an 8x faster ticket resolution. Affirm increased merged PRs per week by 58% year-over-year. Here's what they actually did.
Use AI on flows, not on tasks
INSEAD researchers ran a field experiment on firm performance with AI. The most useful thing they produced: seven patterns for where AI actually creates value. Not in individual tasks — in full workflows.
The open-source alternative to Harvey/Legora hit 1,000 GitHub stars in 48 hours
A former Latham trainee built an open-source legal AI tool and shipped it. 48 hours later: 1,000 stars, a managing partner running it air-gapped on a private GPU cluster, and a CISO quote that read like a compliment. Harvey and Legora said nothing.
Which industry is perfect for AI? Regulatory workflows in pharma and medtech
Legal and software development are the obvious AI industries right now. But regulatory workflows in pharma and medtech get too little attention. One company automated drug safety work in 2.5 weeks – 90%+ efficiency gains, 65% cost savings, 3 hours to 10 minutes per case.
Your Lovable project is more valuable than you think
You know your industry. You see what's missing. So you build something one evening — and keep quiet about it. It might feel like a hobby. It isn't.
AI-agenten som sparar 4 timmar i veckan
Hur Calle byggde Leonie, en AI-agent som varje morgon levererar innehållsidéer till @doktorchristina på Instagram, och vad som faktiskt krävdes för att det skulle fungera.