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Build a better way to work —

with AI.

What would you improve first?

Bring us the process that runs on too many spreadsheets, too much manual research, and too many handoffs.

Show us what you want to improve See real-world examples

Bring the whole problem here.

Research, analyse, draft, reconcile and report — using your organisation's documents, data, and business tools from one place. No prompt engineering required.

Wherever the work happens.

The same chats, projects, and automations on desktop and on your phone — so a review or an approval never waits for someone to get back to their desk.

Workspace
Chats
Projects
Tasks
Automations
Canvas
PebbleObserve
Q3 revenue reviewclaude ▾
Pull the numbers and draft the board summary.
Revenue
$4.2M
Pipeline
$9.1M
Win rate
34%
ApproveOpen in Canvas
Ask Pebble anything…
Today Pebble
JS
Summarise the board pack and flag anything restricted.
Only files you're permitted to see
Approve Edit

Stays in your VPC

Data never leaves

Every action logged

PebbleObserve

pebbleAI

The starting point

You already know what needs to work better.

You understand the process. You know where it breaks. You can see the spreadsheets, the manual handoffs, the missing context, and the repetitive tasks slowing your team down.

But improving it usually means waiting for another project, another system, or another technical resource.

Pebble gives business teams a more direct path from “there has to be a better way” to a working process your team can use, improve, and repeat.

No coding required. No starting from scratch. No switching between disconnected AI tools.

How Pebble starts

Start with the outcome — not the technology.

Tell Pebble what you're trying to accomplish. Bring in the documents, data, instructions, and systems involved. Then use AI to help research, analyse, draft, reconcile, report, and coordinate the work.

You don't need to choose an AI model, learn prompt engineering, or design a technical architecture. You bring the business expertise — Pebble helps turn it into a better way of working.

Real work, made repeatable.

Sales

Build a smarter prospecting process.

Identify target accounts, research their priorities, find relevant buying signals, prepare account briefs, and create personalised outreach based on your sales strategy.

Example workflow

  1. Define your ideal customer profile.
  2. Research target companies and decision-makers.
  3. Prioritise accounts using agreed criteria.
  4. Generate account briefs and outreach angles.
  5. Record findings and recommended actions for sales.

Outcome: reps spend less time assembling information and more time engaging the right prospects.

Improve our prospecting
Finance operations

Produce commission reports your team can trust.

Bring together sales results, compensation plans, exceptions, and approval rules. Use AI to identify discrepancies, explain calculations, and prepare reports for review.

Example workflow

  1. Collect closed sales and compensation data.
  2. Apply commission rules and eligibility criteria.
  3. Flag missing records, exceptions, and mismatches.
  4. Generate representative-level calculations.
  5. Prepare a reviewable report with supporting evidence.

Outcome: faster reporting, fewer manual errors, and a clearer path from sales activity to commission payment.

Improve commission reporting
Marketing operations

Connect leads to sales outcomes.

Trace website activity from the original campaign and form submission through qualification, handoff, opportunity creation, and revenue outcome.

Example workflow

  1. Combine website, campaign, lead, and CRM data.
  2. Match leads to accounts and sales activity.
  3. Identify incomplete or delayed handoffs.
  4. Attribute opportunities to campaigns and touchpoints.
  5. Generate reports for marketing and sales review.

Outcome: clearer attribution, better handoffs, and more confidence in where marketing investment is working.

Improve lead attribution
Business operations

Make recurring work easier to run.

Turn policies, spreadsheets, checklists, emails, and team knowledge into a consistent process that can gather information, analyse it, and prepare an output for review.

Use Pebble for

Weekly & monthly reporting Reconciliation & exceptions Customer & account research Document & policy analysis Management updates Request intake & triage Cross-team handoffs Repeatable decision support

Outcome: less time assembling the work and more time acting on it.

Explore business workflows

How it works

From business problem to better process.

01

Describe the outcome

Start with what you want to improve — “help my team find better prospects,” “create an accurate monthly commission report,” “show which website leads became opportunities.”

02

Connect the work

Bring together the relevant knowledge and tools: documents, spreadsheets, email, CRM records, Microsoft 365, SharePoint, internal systems, and approved external sources.

03

Build the workflow

Define the steps, instructions, business rules, expected outputs, and the points where a person needs to review or decide.

04

Run, review, improve

Test the workflow against real work, refine the process, then publish the successful approach to your team's shared shortcut tray so everyone runs it the same way.

Your business experts stay in control. AI helps them move from idea to repeatable execution.

Works with the models and tools you already run

Microsoft 365SharePointAWS BedrockOllamaClaudeChatGPTJiraHubSpotMonday.comFreshserviceMicrosoft Entra Microsoft 365SharePointAWS BedrockOllamaClaudeChatGPTJiraHubSpotMonday.comFreshserviceMicrosoft Entra

What you work with

One workspace. The whole process.

Ask, research, decide

Work through a problem in conversation, then act on it — a response can hand you the next step as buttons, forms, and evidence tables instead of expecting you to remember the next prompt.

Produce the deliverable

Draft Word documents, reports, and analysis in Canvas beside the conversation. The Code canvas runs Python, Node, Bash, and Go in a secure sandbox and shows the output inline.

Hand the team a tool

LiveApps turn a process into a working mini-application — intake forms, dashboards, buttons wired to real skills — that colleagues can run without knowing how it was built.

Make it repeatable

Publish a way of working that works. Shortcuts put your most-used prompts, apps, and links one click from the composer — a personal tray, plus an organisation tray the whole team shares.

See what it's worth

PebbleObserve shows how AI is actually being used — usage, cost, and logs per model, key, MCP server, and endpoint, attributable by user.

PebbleChat interface
Canvas interface
LiveApps interface
Shortcuts interface
PebbleObserve dashboard

Your organisation's knowledge

Company documents, policies, and operating procedures become answerable context — in document stores that refresh on a schedule, so the process doesn't quietly run on last quarter's file.

Connected business tools

Microsoft 365, SharePoint — including on-prem farms that never reach Microsoft Graph — plus Jira, HubSpot, Monday.com, Freshservice, and other authorised systems.

The right model, chosen for you

API keys, AWS Bedrock, centrally managed ChatGPT and Claude subscriptions, or a local Ollama endpoint — switch mid-conversation without losing the thread, and without anyone managing their own AI accounts.

Built for the people who run the business.

Sales leaders

Build repeatable prospecting, account-planning, pipeline-review, and customer-engagement processes.

Finance & revenue operations

Reconcile data, apply business rules, investigate exceptions, and produce accurate, reviewable reports.

Marketing teams

Research markets, create content, analyse campaign performance, improve lead handoffs, and connect activity to outcomes.

Customer success teams

Prepare account reviews, identify customer risks, summarise interactions, and coordinate follow-up actions.

Operations leaders

Standardise recurring processes, reduce manual coordination, and give teams better information for decisions.

Service-delivery teams

Find the right information, draft consistent responses, prepare case materials, and improve service quality and speed.

More useful than a chatbot. More accessible than a development project.

A chatbot can answer a question. A traditional automation project can take months. Pebble sits between those two extremes: a workspace for solving the immediate problem, then a way to turn what worked into a process your team repeats.

A standalone chatbot Pebble
Handles one conversation at a timeSupports repeatable business processes
Depends on what the user remembers to includeUses approved organisational knowledge and connected tools
Produces isolated answersProduces reports, analyses, drafts, and structured outputs
Leaves each user to invent their own approachLets teams reuse what already works
Offers limited organisational visibilityProvides governed access, usage insights, and operational oversight

The confidence layer

Move faster without working around your organisation.

Pebble gives technology, security, and governance teams the controls they need — so business users spend less time negotiating access and more time improving the work.

Use approved AI models and business systems.
Respect existing user permissions.
Control access by organisation, workspace, and user.
Keep sensitive knowledge within authorised boundaries.
Maintain visibility into usage, cost, and activity.
Support cloud, private, and on-premises deployment.

The guardrails stay in the background. The opportunity stays in front of you.

Data residency
Your data stays in your environment

On-prem SharePoint Server via Kerberos delegation — Pebble reads farms that never reach Microsoft Graph, governed by each person's existing access.

Provider choice
Switch models mid-conversation

API keys, Bedrock, managed ChatGPT and Claude subscriptions, or local Ollama — one router, no lock-in, no losing the thread.

Observability
Every action, logged

PebbleObserve gives usage, cost, and logs per model, key, MCP server, and endpoint — plus a self-service usage page for every user.

Human in the loop
Nothing sends without approval

Pebble drafts the email; you review and edit it in chat; it sends through your own Microsoft 365 mailbox only after you approve — with an AI-disclosure footer.

Secrets
Credentials never reach the model

Sandboxed code runs with server-side credential injection — secrets flow from the vault to the running script, never through the model or the browser.

Measure better work — not just AI usage.

Pebble helps teams evaluate results in business terms:

More qualified prospects researched
Less time spent preparing account briefs
Faster commission-reporting cycles
Fewer reporting discrepancies
Higher lead-handoff completion
Clearer campaign attribution
Shorter turnaround times
Greater reuse of successful processes

The goal isn't simply to use more AI. It's to improve how work gets done.

Built for regulated work

For teams that can't afford to guess where their data went.

All solutions →
01

Financial services

Answer analysts and clients without letting a public model see the book.

02

Government & public sector

Air-gapped and on-prem deployments where data residency is non-negotiable.

03

Healthcare

Clinical and operational AI where each answer respects existing record permissions.

04

Legal & professional

Draft and review against privileged documents that never leave the environment.

From the blog

View all →
Adoption & rollout

How do I distribute AI capabilities to different teams with different requirements?

Stuart Hirst · 6 Jul 2026 · 3 min read

Data privacy

How do I keep my business data private whilst using AI?

Stuart Hirst · 6 Jul 2026 · 4 min read

Model optionality

How do I get the latest AI without switching platforms or providers?

Stuart Hirst · 6 Jul 2026 · 4 min read

Business continuity

How do I manage risk when my business becomes dependent on AI?

Stuart Hirst · 6 Jul 2026 · 4 min read

What process would you improve first?

Bring us the workflow that relies on too many spreadsheets, too much manual research, or too many disconnected handoffs. We'll show you how Pebble can turn it into a practical, repeatable way of working.

Show us your use case Book a working session

Come with a real business problem. Leave with a clear path forward.