AIPEAIPE
Industry

Software & digital products.

Run roadmap, support and sales on one shared knowledge base — with agents that answer tickets, docs and code.

The daily friction

Support answers the same thing every day

Same questions, every day. Because the knowledge lives in docs nobody can find.

Roadmap context disappears

Why was feature X built this way? Nobody remembers. The decision-maker left the company.

Onboarding takes months, not weeks

New developers take forever to get productive. Because context isn't structured anywhere.

AI tools without company context

Copilot and ChatGPT don't know your product. Every answer without internal context is half right.

AIPE for software teams

Docs, tickets, code — one knowledge graph

AIPE connects Confluence, Jira, GitHub and more into one searchable knowledge network. Answers with real source links.

Support agents based on your product docs

Auto-drafted ticket replies, summaries, escalation routing — based on your own docs.

Onboarding in days, not months

New hires ask AIPE, not the senior. Context is instantly available, structured, cited.

One AI workspace for product, engineering and support.

Software companies and digital agencies rarely have a data problem, but often a context problem. Product documentation, tickets, release notes, architecture decisions and customer feedback are spread across many tools. Anyone joining the team or answering a customer question spends a lot of time piecing together the right status.

AIPE brings this context together and works with it directly. Documentation goes into files, the wiki and the knowledge graph; via API and MCP you connect your own sources and tools. The AIPE Worker works on development machines with terminal, Git, tests and builds while you follow progress on the go. Agents answer recurring support questions based on your docs.

Use cases

Use cases for software and digital teams

Development tasks on the Worker

Change code on the development machine, review Git diffs, run lint, type checks, tests and builds – with a live console.

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Support agent with product knowledge

An agent with your product documentation drafts answers to common customer questions for the support team to review.

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Your own sources via API and MCP

Import documents and knowledge via API, connect AIPE via MCP and add your own MCP servers as tools.

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Prototypes in Canvas

Build apps and websites from a prompt, test them in the live preview and publish with one click.

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Research in the browser

With the browser extension, ask questions about any web page, summarize pages and carry out confirmed actions.

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Onboarding new developers

Architecture decisions and conventions in the wiki, searchable in chat – new team members find answers themselves.

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Workflow

A bug fix on the go – before and after

  1. Step 1

    Bug reported

    Today

    A ticket comes in; the person responsible is away from their computer.

    With AIPE

    In chat on the phone, select the development machine with @ and describe the task.

  2. Step 2

    Analysis

    Today

    Context from ticket, docs and code has to be gathered manually.

    With AIPE

    The Worker starts with a visible plan and reads the code and relevant docs.

  3. Step 3

    Implement and verify

    Today

    Change locally, run tests, wait for the result.

    With AIPE

    The Worker changes code and runs tests and the build; the console streams live.

  4. Step 4

    Sign off

    Today

    Follow-up questions via chat, changes hard to trace.

    With AIPE

    Review the diff; text changes can be rolled back selectively via checkpoints.

Data protection & control

Access to code and customer data under control

The Worker belongs to exactly one user in an organization and authenticates with its own device key. You choose between “Ask first” and “Free hand” and decide which model providers receive request data.

  • Remote tasks only after local enablement; can be switched off at any time.
  • Terminal input such as passwords is only possible on the executing computer.
  • Choose models freely and store your own provider keys (BYOK).
  • Roles and sharing per agent, skill, wiki page and chat.

Relevant connectors

ClickUp docs flow into knowledge and current tasks can be queried in real time; HubSpot provides tickets and customer data. Connect further tools through your own MCP servers.

See all connectors

What that delivers

–70%

Onboarding time for new developers and support reps

–60%

Ticket handling time through AI-drafted replies

1×

Knowledge base for all teams: support, product, engineering

How well does your team find product knowledge?

Three questions about knowledge sources, bottleneck and team. Then you see where AIPE helps support, product and engineering first.

Software team checkQuestion 1 of 3
Where does your product knowledge live today?

The source your team searches most often.

Anonymous, no emailabout 60 seconds

Your best knowledge. For everyone on the team.

30-minute demo. We'll show you how AIPE works inside your tech stack.

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