Pebbl AI gives everyone at work an agent, and stands it on the systems your business runs on. As your world changes, with new people, new processes, new products and new markets, those systems adapt with you, and every agent works from what is true today.
Pebbl’s suite drawn as a cairn of three stones. On top, in ember, Pebbl AI: agents for everyone at work. In the middle, the systems that hold the work: PebblPlan for plans, PebblTime for hours and invoices. At the base, one platform: one sign-in, one admin console and one bill. Three changes, a new team, a new process and a new product, land on top, and the stack stays standing.
New team
New process
New product
The top stone
Agents for everyone at work
What holds the work
Plans, hours and invoices
The base
One platform
One sign-in, console and bill
The gap
Everyone has agents. Few can reach the work.
An agent that sits beside the business can only describe it. And when the business changes, the systems it can’t reach are the ones that break.
47%
Chat tools are the most widely scaled kind of AI: 47% of respondents say their organizations are scaling them across the enterprise (McKinsey, 2026).
One change, two outcomes. When a new product line lands on an agent that sits beside the business, the planning model is rebuilt around it, budget and forecast drift apart, and the agent can describe the change but not make it. When it lands on an agent on top of Pebbl, the change reaches every open version at once, closed months and locked budgets stay as reported, and the agent drafts the plan for a person to approve.
One change, two outcomes
A new product line in Q3
An agent beside the business
The planning model is rebuilt around the change.
Budget and forecast drift apart.
The agent can describe the change. It can’t make it.
An agent on top of Pebbl
The change reaches every open version at once.
Closed months and locked budgets stay as they were reported.
The agent drafts the plan. You approve it.
How it stacks
The agents work inside the systems below.
A budget owner asks an agent to add a launch to the forecast. PebblPlan’s own steps run under the reply, and anything that can’t be undone, like submitting the plan, waits for that person’s approval. The agent isn’t beside PebblPlan. It works in it, with that person’s own permissions.
→check_submissionProduct · revenue and cost by month
Added Atlas to your forecast from July: 40 units a month, rising to 90 by December, at the price and unit cost finance set.
That’s 412,000 in revenue for the half. Closed months stay as they were reported. Shall I submit it?
— Needs your approval
PebblPlan
This agent wants to run submit. It acts in PebblPlan, outside this conversation.
submit
version
FY27 Forecast
description
Atlas launch from July
assumptions
40 units a month in July, rising to 90 by December
DeclineApprove
Yes, submit it.
A budget owner asks the agent to add the Atlas product launch to their forecast from July. The agent reads the plan, updates the volumes, checks the submission against its contract, and asks for approval to submit it to the FY27 Forecast.
For IT, and everyone at work
Give everyone AI. Decide what it reaches.
Agents for everyone at work, answering from your company’s own knowledge and working in the systems underneath. IT keeps the decisions: who reads each library, which model each agent runs on, the rules every agent follows, and who gets in.
Answers point to the passage they came from, with the page for PDFs.
Write your tone, what to refuse and what to escalate once. Every agent follows it.
Agents run on models from Anthropic, OpenAI and Google, each the one you chose.
No seats to ration: you pay for the people who use it each month.
What’s our liability cap in the Tellbrook Freight MSA, and are data breaches carved out?
EV
Ran 2 commands6.1s
Reading the small print
0:00
Thinking
→search_knowledgeTellbrook liability cap data breach
→fetch_documentTellbrook Freight MSA
Liability is capped at the charges paid in the twelve months before the claim 1. Data breaches are carved out of that cap and have their own: three times the charges for the contract year 2. Any change to either needs Legal’s sign-off under the contract playbook 3.
Tellbrook Freight MSA.pdfpage 12
14.4 The limit in clause 14.2 does not apply to losses arising from a breach of clause 11 (Data Protection). The Supplier’s total liability for those losses shall not exceed three times the Charges paid or payable in the Contract Year in which the claim arose.
Download
Waiting for your answer
Ask anything
A person asks Halden’s Contract review agent about a liability cap. The agent searches the Supplier contracts library, opens the agreement and answers with numbered citations, the second opening the clause on page 12. Notes say Legal owns the library, admins chose the agent and its model, the organization prompt sits ahead of the agent’s own, and the conversation is private to the person who asked.
1234
1From Supplier contracts, a library Legal owns.
2An agent your admins set up, on Claude Opus 5.
3Your organization prompt sits ahead of its own.
4Private to the person who asked. No admin screen opens it.
Illustrative · Invented company and data
For finance teams
The business changes. The model holds.
Business planning for finance teams whose companies won’t sit still. Add a department, launch a product line, rename an account: finance makes the change once, and it reaches every open version and every plan that reads it. Locked budgets and closes keep the shape they were approved in.
One change reaches every open version at once.
Renames keep their data, and every formula that reads them follows.
Budget owners plan through an agent, from the spreadsheet they already keep.
Every open version took the change. The locked budget kept its shape. Every total still ties.
Drill down · Customer Success, Oct
Submitted by a budget owner
Owner
Dana Ruiz, through her agent
Contract
Operating expenses
Assumption
Onboarding contractor from October at $95 an hour; support tooling renews in November.
A planning grid of operating expenses by cost center for the FY27 Forecast. September has closed, so its column shows actuals. Finance added a new cost center, Customer Success, which appeared in every open version while the locked FY27 Budget kept its structure. The Customer Success owner submitted October to December through an agent, and every total recalculated.
For firms that bill time
Hours in. Invoices out.
Time keeping and client invoicing for firms whose revenue is hours. People log time by telling an agent, typing into the week grid or running a timer. PebblTime turns the unbilled hours and expenses into a draft invoice, works out every number itself, and sends nothing to a client until a person says yes.
Log a day’s time in one sentence to an agent.
Every number on an invoice is worked out by PebblTime, never by an AI.
Clients see their work and budgets live, and approve hours before they’re billed.
Nothing is emailed to a client until a person says yes.
Internal time stays off. Nothing is sent until you say yes.
PreviewSend…
Illustrative · Invented company and data
A week in PebblTime’s week grid: 41.0 hours across Tellbrook Freight’s website design and development,Wrenfield Foods’s rebrand and internal admin, which isn’t billable. From the unbilled time, PebblTime drafts invoice 0142 toTellbrook Freight: Website · Design, 17.5 hours at 150.00; Website · Development, 15.0 hours at 165.00, 5,100.00 in all, due in 30 days. Internal time and the other client’s work stay off it, and nothing is sent until a person says yes.
The base · One platform
One sign-in. One console.One bill.
One sign-in
Through your identity provider, once, for every product.
One admin console
Set your organization up once, and switch each product on per person.
One bill
One contract and one invoice for every Pebbl product you use.
Agents across products
Pebbl AI’s agents work in the other products with each person’s own permissions.
Start with one.The rest stands on it.
Tell us what’s changing in your world. We’ll show you how Pebbl adapts with it, starting with the product that fits, and add the others when you’re ready, on the same sign-in and the same bill.