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Pebbles Ai

Pebbles Ai for Leadership

Your leadership week,
with GTM firepower

Make GTM decisions from cited evidence, keep one version of the company and approve every action before it runs.

1-month free trial. No card needed on Pro.

Pebbles Ai robot for the COO / Operations role

Pick a role

Whose week are we looking at?

Monday, 09:00

Build and inspect a cross-functional plan before execution

Starts when A pilot, launch or operational initiative needs dependencies, handoffs and a clear sequence.

With Pebbles Ai

  1. Describe the goal to the Strategy assistant.
  2. Inspect the steps and dependencies of the plan.
  3. Choose Manual, Plan or Auto for actions that reach outside the workspace. Template sends and calendar deletions always ask for approval.

Outcome

A plan you can inspect before execution, with clear control over which actions need approval.

Without Pebbles Ai

  1. Turn the goal into tasks in a project tool.The plan sits apart from execution.
  2. Chase dependencies across Slack and Notion.Dependencies surface late.
  3. Decide by hand which actions need approval.Teams can act before dependencies are clear.

Where it hurts

The plan and the execution controls are separate, and teams can act before the dependencies are understood.

Try this workflow
Plan details for the Aurora launch pilot: a graph of ten steps grouped into Account, Procurement, Setup and Launch, beside a node list where account research and agreeing the pilot scope with Priya are completed and the security questionnaire is next.

Inspect the plan

Inspect the steps and dependencies in a plan, then decide how to proceed before the assistant carries on.

Tuesday, 11:00

Turn research into a launch plan

Starts when The research is done and the marketer needs a sequence of decisions and actions for a launch.

With Pebbles Ai

  1. Keep the work in an AI workspace project.
  2. Shape the plan with the Strategy assistant and inspect its steps and dependencies.
  3. Keep lasting project facts in Project memory.
  4. Choose Manual, Plan or Auto for actions that reach outside the workspace.

Outcome

A launch plan connected to the research and project context, with the execution controls visible before anything runs.

Without Pebbles Ai

  1. Move the research into a planning doc or project tool.Evidence and plan become separate artefacts.
  2. Create a task list.Tasks lose the reasoning behind them.
  3. Brief an AI separately on the same context.The same briefing, again.
  4. Update the plan as assumptions change.Every change means another round of briefing.

Where it hurts

Evidence, decisions and execution steps become separate artefacts and need repeated briefing.

Try this workflow
Pebbles Ai project 'Northwind Kites pilot': the composer notes that chats started here stay in the project, and the project panel lists New chat in project above six filed chats, from 'Aurora launch page issue in Linear' to 'Northwind Kites account research'.

Projects keep the work together

File chats under a project. New chats started there stay in it, and the project panel lists every chat filed so far.

Wednesday, 14:00

Keep a multi-week initiative in one operator workspace

Starts when The COO or ops lead is running a launch, a customer pilot or a GTM initiative across several weeks.

With Pebbles Ai

  1. Create a project in the AI workspace.
  2. Use the Strategy and Marketing assistants and the Guider in related chats.
  3. Keep lasting initiative facts in Project memory, so new chats in that project start from the same remembered facts.

Outcome

Less repeated briefing for the operator and a more continuous record of the initiative's AI-assisted work.

Without Pebbles Ai

  1. Open separate AI chats for strategy, content and support.Context is split across chats.
  2. Restate goals, dates and decisions in each one.Time goes on re-briefing the AI.
  3. Piece the initiative's history back together.No continuous record of the work.

Where it hurts

Context gets lost between chats and the operator spends time re-briefing the AI.

Try this workflow
Asked 'What do you remember about this project?', the assistant lists what it has for the Northwind Kites pilot: the Aurora launch on 28 October, pilot seats live on 21 October for Priya's growth team, Marco signing once the security questionnaire is back, and the kickoff on Tuesday 20 October with Priya and Ava.

Ask what it remembers

Ask in any chat in the project. Project memory appears only in chats filed under that project.

Thursday, 10:00

Turn a source page into a stakeholder update

Starts when A weekly launch or status update needs to go to the team from an existing Notion source of truth.

With Pebbles Ai

  1. Connect approved Notion pages and Slack.
  2. Ask the Marketing or Strategy assistant to read the shared page and draft a short update.
  3. Review it, and in Manual mode approve the Slack post before it runs.

Outcome

A faster stakeholder update that still starts from the source page and stays under human review.

Without Pebbles Ai

  1. Read the source page and decide what changed.Spotting changes by hand, every week.
  2. Rewrite it for Slack.The update can drift from the source.
  3. Paste it into the channel.Copy and paste between tools.
  4. Repeat next week.Routine work that never gets shorter.

Where it hurts

Status updates are repetitive and can drift from the source document.

Try this workflow
In the Northwind Kites pilot chat 'Aurora launch update for Slack', the assistant drafts a #aurora-launch update from the Aurora launch plan page in Notion, then shows a Run these actions? card for the Slack post with Approve, Decline and a box to say what to do instead.

Review the update before it posts

The assistant drafts from the shared Notion page, and in Manual mode asks before posting to Slack.

Friday, 15:00

Move work between Notion, Slack and operational systems with approval

Starts when A task starts in one system and needs an update or action in another, such as turning a Notion plan into a Slack message or opening an issue in Linear.

With Pebbles Ai

  1. Connect Notion, Slack, your calendar and supported MCP servers.
  2. Ask the assistant to read the connected source and prepare the downstream action.
  3. In Manual mode, inspect the exact action on the approval card before it runs.

Outcome

Fewer copy-paste handoffs, with the operator still in control of external actions.

Without Pebbles Ai

  1. Copy information between tabs.Details get lost in the copy.
  2. Rewrite the update for the next tool.Routine work, every time.
  3. Create the downstream task by hand.Handoffs depend on someone remembering.
  4. Return to the source tool to keep records in sync.Records drift out of step.

Where it hurts

Routine handoffs cost time and create chances for details to be lost.

Try this workflow
In the Northwind Kites pilot chat 'Aurora launch page issue in Linear', the assistant prepares a Linear issue for the Growth team due 23 October and shows a Run these actions? card with Approve, Decline and a box to say what to do instead.

Approve first in Manual mode

In Manual mode, the assistant shows exactly what it will run and waits for your answer.

Pebbles Ai

Works with your stack

Starts where your team already works

  • Notion

    Assistants read approved Notion pages as the source for plans and updates.

  • Slack

    Assistants draft updates and post them after you approve, in Manual mode.

  • Linear

    Through supported MCP servers, assistants prepare issues for you to approve.

  • Google Calendar

    Assistants find a slot and add the meeting once you approve it.

  • Gmail

    Drafts land in your own Gmail, and Smartbox writes replies from the thread for you to review.

  • Outlook

    The same for Outlook: drafts in your mailbox and replies written from the thread.

Notion

Assistants read approved Notion pages as the source for plans and updates.

Tap a tool to see how it connects. More through supported MCP servers.

Explore all integrations

Customer reviews

The win is yours

  • Samuel Kurath

    Compliance without cross-training

    “It meets our finance compliance needs with secure partitioning and no cross-training.”

    Samuel KurathFounder & CEO, Stucard

    Read the full review
  • Catalin Pitis

    Visibility we never had

    “Pebbles Ai gave us visibility we never had.”

    Catalin PitisCo-founder & CFO, Agile Networks

    Read the full review
  • Oliver Grant

    Every contribution, in view

    “It gives us a clear view of how each person and team is contributing.”

    Oliver GrantProject Manager, SoftServe

    Read the full review
  • Michael Blakeley

    Strategy and execution in one

    “These assistants give my team and me what no generic AI can: real strategic clarity and practical execution.”

    Michael BlakeleyFounder & CEO, Entrepreneurs Collective

    Read the full review
  • Joe Heade

    Pilots with multinationals

    “With Pebbles Ai, we secured pilot programmes with several multinationals.”

    Joe HeadeFounder & CEO, AnalystPro

    Read the full review
  • Fabiola Enciso

    Every team finally aligned

    “Pebbles Ai removed the usual chaos from our team workflows.”

    Fabiola EncisoCMO & Board Member, Serrala

    Read the full review
  • Sviat Luchyn

    No more second-guessing emails

    “I didn’t realise how much time we were wasting until we switched to Pebbles Ai.”

    Sviat LuchynFounder & CEO, Flying Age

    Read the full review
  • Volo Dudas

    The output of a bigger team

    “One marketer and SDR delivers the output of three.”

    Volo DudasCEO & CTO, Codelions

    Read the full review
  • Jose Llorens

    Precise, relevant, persuasive

    “Hands down the most comprehensive, science-backed outbound engine I’ve seen.”

    Jose LlorensVP of Marketing, Otovo

    Read the full review

Clear answers

Questions about Pebbles Ai for COO / Operations

How can a COO use AI across go-to-market operations?

Use it to plan cross-functional work, keep long initiatives in one place and move approved actions between tools. The Strategy assistant lays out steps and dependencies, a project holds the chats and Project memory, and connected tools such as Notion, Slack and supported MCP servers take the next action under the mode you choose.

Can AI turn a strategy into an execution plan?

Yes, as a plan you can inspect. Describe the goal to the Strategy assistant, check the steps and dependencies, and ask for a document, spreadsheet or slide deck if the team needs one. An assistant can then prepare the downstream action, such as a Slack message or a Linear issue, for your approval in Manual mode.

Can I see a plan before anything runs?

Yes. The Strategy assistant lays out the steps and dependencies of the plan for you to inspect, and you choose Manual, Plan or Auto for actions that reach outside the workspace.

What is the difference between AI planning and taking actions?

Planning lays out the work; taking an action changes something outside the workspace, such as sending an email, posting to Slack, writing to the CRM or changing a calendar. In Plan mode those actions are queued, not run. In Manual each waits for approval. In Auto they run without asking, except template sends and calendar deletions.

Which actions always ask for approval?

Template sends and calendar deletions always ask for approval. In Manual mode every external action waits on an approval card that shows exactly what will run.

Which tools can Pebbles Ai work across?

Notion, Slack, your calendar and supported MCP servers such as Linear, once you connect them. The assistant reads the connected source and prepares the downstream action for you to approve.

Keep exploring

More solutions

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