← Index

AI Operating Layer for Founder-Led Sales

Assumptions

Principles

Optimizing For

System Architecture
STRATEGY · human-owned ICP · wedge · voice · weekly experiments · what success looks like this cycle OUTBOUND OS · OUR CUSTOM OPERATING LAYER we own and host this The coordination plane. Hosts app modules that close gaps with the rest of the stack. SECONDARY OPERATING SURFACES Slack · Email · Claude Code how we access and operate the OS orchestrates CONTEXT SIGNALS COORDINATION EXECUTION Day AI records · meetings · relationships · Pages · schedules · team-wide read surface Apollo prospect DB · sequences · cadence · deliverability · reply data Happenstance Autobound Gmail · LinkedIn CM LEARNING · loops back classified events → copy · positioning · product · pricing · content · next cycle every reply, meeting, intro, and send becomes a typed event that feeds the next decision
Stack
Tool Role
Day AI CRM + context substrate
Apollo sequenced execution + prospect DB
Happenstance external relationship graph
Autobound social + job-change signal intel
Gmail 1:1 sends + forward detection
LinkedIn CM air cover via matched-audience ads
Outbound OS (ours) coordination plane + app modules — Supabase · Next.js · Vercel AI SDK · OpenRouter · Composio · memory store · stream / tool adapter
Prototype · Live
Mission Control + Copy Lab
Launch
01Example modules inside the Outbound OS — spin up as needed +

The Outbound OS is flexible by design. These are representative app modules we can stand up and host on our infrastructure to close specific gaps with the rest of the stack; the composition changes as the motion evolves.

Account CentralA live plan per target org. Coordinates contacts across the buying committee, picks warm-vs-cold path, orders threads, and schedules the next action.
Warm Intro QueueTurns Happenstance paths into ranked intro asks with drafted messages, then tracks follow-through once an intro lands.
Social Signal InboxA curated daily list of prospect posts worth engaging with. Manual execution by Shivani — no auto-posting, no auto-comments.
Send ReviewHuman-in-the-loop checkpoint on first touches, sensitive accounts, and pattern breaks. Approved follow-ups auto-ship.
Learning ExchangeClassifies replies, calls, and intro outcomes into event types and routes the lessons back into copy, positioning, product, and pricing.