Learn faster with
the right peers

AI Peers connects you with a small group of practitioners for a weekly video call to share real experience. Every session is automatically transcribed and processed into a knowledge graph within minutes — queryable from any AI tool you already use.

AI Peers process: Show Up, Discuss, Transcribe, Knowledge — four steps from peer group session to enriched knowledge base

Why AI Peers?

Small, Curated Groups

Join 6-12 peers who share your role, industry, or challenge. Every voice is heard.

Weekly Sessions

A structured video call every week. Show up, share, and learn from real practitioners — from anywhere.

AI-Powered Knowledge

An AI notetaker joins every session. Within minutes of your meeting ending, the transcript is processed into a searchable knowledge graph — with summaries delivered to your inbox.

Access From Your IDE

Query your group's collective knowledge directly from ChatGPT, Claude, Cursor, or any MCP-compatible tool.

How It Works

From joining a group to querying your collective knowledge — here is the flow.

1

Join or Start a Group

  • Browse existing groups or start your own
  • OG members help with sponsorship
  • Set cadence, invite members, define focus
2

Weekly Sessions

  • Weekly video call — Zoom, Meet, or Teams
  • AI Peers runs the logistics
  • Peer group leader sets agenda & facilitates
3

Capture & Process

  • AI notetaker joins meetings automatically
  • Transcript processed within minutes of session ending
  • Knowledge graph updated with entities & relationships
4

Full Search via MCP

  • Queryable from your IDE within minutes
  • Full-text search + knowledge graph
  • Summaries and session links emailed to members

AI at Every Stage

AI is not bolted on — it is woven into how the group operates.

1

Before Session

  • AI drafts agenda from past topics
  • Pre-session email with topic preview
  • Calendar invite auto-sent
2

During Session

  • AI notetaker records automatically
  • Speaker attribution preserved
  • No setup required — just show up
3

After Session

  • Transcript processed within minutes
  • Knowledge graph updated automatically
  • Summary + session link emailed to members
4

Between Sessions

  • Members query KG from IDE
  • Leader preps with Claude cowork
  • Trends & gaps identified by AI

Use Cases

Peer groups work across industries and roles. Here are some of the most common formats.

Founder Peer Groups

Startup founders

Seed and Series A founders sharing fundraising strategies, hiring challenges, and go-to-market learnings. Build a living knowledge base of what worked — and what didn't.

Fundraising playbooksHiring frameworksPricing decisionsPivots & lessons learned

Engineering Leadership

CTOs, VPs of Engineering, Staff+

Technical leaders discussing architecture decisions, team scaling, incident response patterns, and engineering culture. Every decision and its rationale is captured for future reference.

System design trade-offsTeam topology changesOn-call improvementsTechnical strategy

AI Practitioners

ML engineers, AI researchers

Hands-on practitioners sharing what models, techniques, and tools actually work in production. Track the rapid evolution of the field through your group's collective experience.

Model evaluation methodsRAG architecturesFine-tuning resultsDeployment patterns

Product Teams

PMs, designers, researchers

Product leaders sharing frameworks for discovery, prioritization, and measurement. Capture the reasoning behind product decisions across multiple companies and contexts.

Discovery techniquesPrioritization frameworksGrowth experimentsUser research methods

“The best professional development I’ve done in years. Having a small group that meets every week and actually builds on what we discuss — that’s completely different from a conference or course.”

— Peer group member

Why We Built It This Way

AI Peers is designed around ease of adoption and the most capable tools available today. We meet you where you already work.

Automated Recording

An AI notetaker auto-joins every scheduled meeting — Zoom, Google Meet, or Teams. Within minutes, the transcript is processed into your knowledge graph and a summary lands in your inbox. No plugins, no manual steps, nothing to configure.

Open Protocols (MCP)

MCP is an open standard that connects AI tools to real data sources. Your group’s knowledge isn’t locked into one app — it’s accessible from ChatGPT, Claude, Gemini, Cursor, Windsurf, and any future tool that speaks the protocol.

Tools You Already Use

Google Calendar for scheduling. Google Drive for transcripts. Your IDE for daily work. Transcripts flow automatically, meetings sync to your calendar, and knowledge surfaces in your editor. No new habits required.

Get Started Now

Ready to join a peer group or start your own?