Lab · Design concept

LinkedIn has the graph. Here’s the operating system it could run.

Professionals pay for a personal CRM, a better inbox, a scheduling link, an events tool and a Discord, all to work with people they already know on LinkedIn. This concept puts memory, scheduling and an agent that asks before it acts on the graph itself. It is a working prototype; follow one day through it.

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prototype screens
11
core systems
3
jobs it absorbs
7
trust rules
8
Walkthrough · 34 seconds · no sound
The gap

Seven jobs people pay to do outside the network they already live in.

Each of these tools exists because LinkedIn holds the relationships but not the work around them. The concept brings that work onto the graph, where the context already is.

CapabilityToday, outside the networkIn this concept
Remember peopleDex, Folk, a spreadsheet, or nothing at allNotes, how you met, keep-in-touch cadence and relationship health on every connection, private to you
Follow upSuperhuman, Boomerang or a reminders appRemind-if-no-reply, Instant Intro, snippets and drafts from your own notes, inside Messaging
ScheduleA Calendly link pasted into the threadBook Me on your profile, times proposed inside the conversation, round-robin for teams
PrepareA prep doc assembled by hand before every callA prep pack from your network memory, attached to the meeting
Meet people at eventsEventbrite or Luma, then an attendee list that goes nowhereTickets and check-in, then a Networking Pack that says who to meet and why
Run a communityA Discord or Slack for each cohortChannels, roles, forums and Stage, with real professional identity
Close the loopCopying notes into a CRM at the end of the dayAn agent drafts follow-ups and logs outcomes; nothing sends until you approve it
The model

Three systems on one graph.

Everything reads from one place: the relationship. Memory says who someone is to you, scheduling turns intent into time, and the agent closes the loops you would otherwise drop.

  1. Memory

    Notes, how you met, cadence and relationship health on every connection.

    • Private to you, never used for ads
    • Signals explain why they appeared

  2. Scheduling

    Book Me on the profile, times proposed inside a thread, team routing.

    • The person being booked sets the rules
    • Every meeting arrives with a prep pack

  3. Agent

    Reads your graph, drafts follow-ups, prepares meetings, logs outcomes.

    • Acts only after you approve
    • Shows its sources for every draft

  4. Optional wires

    Calendar free/busy and CRM connect only if you choose.

    • Scoped and removable
    • The product works without them

  5. Shared context

    Messaging, Events, Communities and Jobs read the same relationship.

    • Open a person anywhere, see the same memory
    • No re-explaining between surfaces

How one relationship moves through the day

  1. SignalPriya becomes VP of Product at Stripe
  2. MemoryYour notes: met at Square, prefers async
  3. MessageA congratulations drafted from those notes
  4. MeetingShe books 20 minutes from your profile
  5. PrepA prep pack carries the open loop
  6. LoggedThe agent logs it, after you approve
One working day

From the morning briefing to an agent that asks first.

The prototype’s guided tour follows a single day. These are its six stops, in order.

01A morning briefing, not a feedWho changed jobs, which conversations are waiting on you, and what is already prepared for today.
A home page with a morning briefing: Priya Shah started as VP of Product at Stripe, four conversations are waiting, and a meeting prep is ready.
02Memory on every connectionHow you met, your private notes, a keep-in-touch cadence and the relationship timeline, visible only to you.
A connection page showing private notes about Priya Shah, how you met, a keep-in-touch cadence and a relationship timeline.
03Messaging that never drops a threadDraft from your notes, remind-if-no-reply, Instant Intro and times you can propose without leaving the conversation.
A messaging inbox split into focused lanes, a conversation with Priya Shah, composer tools, and her relationship context on the right.
04Book Me, with prep attachedPeople book you from your profile, and every meeting arrives with a prep pack drawn from your network memory.
A meetings page with Book Me on the profile, upcoming meetings marked prep ready, and a prep pack for the next one.
05Events that end in relationshipsAfter registering, the Networking Pack ranks the attendees worth meeting, with a reason and an opener for each.
An event page section called Networking Pack listing attendees you both know, with suggested openers and buttons to connect or book coffee.
06An agent that asks before it actsIt prepares the meeting and drafts the follow-up from your graph. Anything that sends or writes waits for your approval.
An agent panel with a prompt, suggested tasks, and a meeting prep pack with talking points, open loops and sources, plus actions to draft or queue.
Built to demo

A prototype someone can open and understand in two minutes.

Anyone sent a link lands on a front door that explains the idea, then a guided tour walks them through the day with the relevant part of each screen highlighted.

07The front doorOne page that states the idea and lists the day’s six stops; each one starts the tour at that point.
A tour introduction page titled A professional network that works like an operating system, with six cards for the stops of the day.
08The tour in actionEach step highlights the part of the screen that matters and names what it replaces today.
The agent panel highlighted with a blue outline and a tour card explaining that the agent closes the loops with your approval.
09Your graph, optional wiresThe Nerve Center makes the privacy model explicit: native memory first, optional calendar and CRM, human-approved action.
A dark hero panel titled Your graph. Optional wires. Human-approved action., with privacy badges and a flow from network to approval.
10Catch up on the people who matterSignals, why they matter and the next move, for the connections you said you want to keep close.
A My Network page with catch-up cards for people with recent job changes and funding news, each with a suggested next step.
The rules

Eight rules that make memory and an agent safe on a professional network.

A network that remembers and acts has to earn more trust than one that shows a feed. These are designed in, not bolted on.

  1. Notes are private by default.What you write about someone is visible only to you, never to them, and never used for ads or ranking.
  2. The agent asks before it acts.It can read and draft. Anything that sends, books or writes to a CRM waits for your approval and shows its sources.
  3. Connections are optional and scoped.Calendar and CRM access are opt-in, limited to what a feature needs, and removable at any time.
  4. No cold-outreach engine.Drafts start from a real relationship and your own notes. The system never messages strangers on your behalf.
  5. Every nudge explains itself.A signal says why it appeared: a job change, an open loop, a shared event.
  6. People control how they can be booked.Book Me types, hours and who may book are set by the person being booked.
  7. Memory is portable.Your notes and relationship history export with you.
  8. Memory is for everyone.Notes and reminders on every connection are free; paid tiers add scale, not the basics.
Build order

Four stages, each extending something LinkedIn already ships.

None of this needs a new app. Each stage grows a feature that members or recruiters already use.

  1. Memory on every connection

    Notes, how you met and keep-in-touch cadences for every member, private by default.

    • Builds onSales Navigator’s notes and the Catch up tab in My Network

  2. Scheduling with the conversation

    Book Me on profiles and times proposed in Messaging, each meeting with a prep pack.

    • Builds onScheduler for Recruiter and Premium’s booking button

  3. The agent, with approval

    Drafts, prep and logging on the member graph; nothing sends without approval.

    • Builds onHiring Assistant, LinkedIn’s agent for recruiters

  4. Events and communities on the same context

    Networking Packs at events and identity-rich communities that read the same memory.

    • Builds onLinkedIn Events, Live and Groups
PhoneThe briefing and inbox come first on a phone, with the five core destinations in a bottom tab bar.
A phone screen showing the morning briefing and a bottom tab bar with Home, My Network, Messaging, Meetings and Nerve Center.
On the phone

The day works on a phone too.

The briefing, the inbox and approvals are what people check between meetings, so the phone layout leads with them.

Independent concept. Not affiliated with or endorsed by LinkedIn; LinkedIn is a trademark of LinkedIn Corporation. The prototype uses its own neutral mark, and all people, companies and data in it are fictional.

How it was made. The screens come from a working React prototype with a guided tour, built to test the idea end to end, and the hero video is a recording of that tour. References to existing LinkedIn features reflect public information as of October 2026.

Walk through it

The prototype runs. I’d be glad to show it.

If you build professional networks, CRMs or agent products, I would welcome 30 minutes to walk through the working prototype and the rules behind it.

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