James McAulay
HomeStartupsWritingMusicMore
Agent AcceleratorAgent Workshop
StartupsAI WorkshopsSpeaking
YouTubeWritingMusic
PlaygroundEnduranceThe List

Tag: growth

3 posts

Harvard x INSEAD experiment on AI-native startups (and what it means for your company)

8 April 2026
Harvard University + INSEAD just ran the first controlled experiment on whether AI training actually grows your business. They put 515 startups through a 3-month cohort-based accelerator to investigate this fundamental question: “AI can deliver productivity gains on individual tasks, yet evidence on whether these gains aggregate to firm performance remains limited. We study a central friction […]

How to Build an AI Product Launch Agent in 10 Minutes (Claude/ChatGPT)

15 December 2025
Get the Product Launch Doc template here. Enter your email below to get the full system prompt. I’ll only email you about future videos and posts, and will never share your email with anyone. Get the Agent System Prompts & Templates Enter your email to receive the full Claude/ChatGPT prompts + doc templates Subscribe We […]

Life Update: Fractional Growth, Music, and What’s Next?

5 December 2025
After leaving ElevenLabs a few weeks ago, I’ve had loads of people asking me what I’ve been up to and what’s next. Fractional Growth Work At both Encore and ElevenLabs, I really enjoyed finding ways to get more users, customers, or musicians through a funnel, a checkout, or a pricing page. Basically, I really enjoyed […]
← Back to all posts
James is most likely cycling
🏴󠁧󠁢󠁳󠁣󠁴󠁿  Founded in Glasgow, Scotland
📍  Currently in London