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ConceptA tool I would build. Not client work.

Internal knowledge assistant

The same six questions reach the same two people every week. The answer is written down somewhere, in a version nobody is sure is the latest.

Concept

Not client work
What this is
A tool I would build, drawn to show the idea. Nobody has bought it, and every name and number on these screens is invented.
For
A firm of 20 to 200 people whose answers live in two people’s heads and four tools.
The money
No figure of mine. Atlassian’s own 2025 survey says teams lose a quarter of their time searching for answers (Atlassian, 2025 (opens in a new tab)). It sells tools for that, so read it as a direction, not a rate.
Belongs to
Internal tools
Drawn
11 Nov 2026 · sheet 2 of 6

Live demo

Ask once. See where the answer came from.

Press play, or pick one of the three questions. Open any numbered source to see the paragraph it came from. The second question is the one that matters: two sources disagree, and it says so.
Demo Studio
Ask
History
Kept by the studio
Sources3
Gaps7
Access
Noor JansenAccount lead
Demo StudioAsk
Answers only from what you can openAI answers
Try

Ask about clients, contracts, templates or the way we do things

Answer

Waiting for a question

Check the source before you act on an answer. Wrong or out of date? Say so and the owner of the source hears about it.

Concept

Ask

One question, the answer written in with its sources, and the paragraph each one came from lit up beside it.

Demo

Three questions people at an invented studio ask every week. Press play, or pick one.

The studio, the people, the documents and the answers are invented and recorded in advance. No model runs on this page and nothing is sent.

The other screens

What it reads, what it could not answer, who sees what.

Three stills from the same tool, with invented data.
  1. Demo Studio
    Ask
    History
    Kept by the studio
    Sources3
    Gaps7
    Access
    Noor JansenAccount lead
    Demo StudioSources
    Sync nowConnect
    Documents it can read
    2,771
    across 3 tools
    Questions this week
    164
    from 31 people
    Answered with a source
    149
    15 went to a person
    Connected toolsRead only
    ToolReadsLeaves outLast sync
    Google DriveLegal templates, Finance, Delivery · 2,418 filesDocs, Sheets, PDFsAnything in “Private” folders4 min ago
    NotionHandbook, Finance FAQ, Delivery · 312 pagesPages and their commentsPersonal workspaces6 min ago
    SlackPublic channels only · 41 channelsMessages and threadsDirect messages, private channels2 min ago
    HR systemNot connected · NoneNothingSalaries, reviews, sick leaveOff on purpose

    It reads and never writes back. The HR system stays off: an assistant that answers everyone should not hold what only HR may see.

    Asked this week
    QuestionAskedAnswered fromResult
    What is our notice period for a retainer client?14×Retainer agreement v4Answered
    Where is the latest proposal template?11×Drive › Sales templatesAnswered
    How do I book a freelancer for a project?9×Handbook › FreelancersAnswered
    Who approves travel over €2,000?3×Two sources disagreeWent to Sanne

    Concept

    Sources

    The three tools it reads, what it leaves out on purpose, and when each last synced.

    1 / 3
  2. Demo Studio
    Ask
    History
    Kept by the studio
    Sources3
    Gaps7
    Access
    Noor JansenAccount lead
    Demo StudioGaps
    Find a question
    OpenClosed
    Last asked
    QuestionAskedOwnerState
    Who approves travel over €2,000?Last asked Today, 10:423×Sanne WillemsAsked owner
    Do we charge for a second round of logo changes?Last asked Yesterday5×Tom PeetersNo source
    Which clients are still on the old retainer?Last asked Mon 9 Nov2×FinanceRestricted
    Can freelancers use the studio’s Figma seats?Last asked Fri 6 Nov4×Lotte MaesNo source
    What do we say when a client asks for the source files?Last asked Thu 5 Nov6×Tom PeetersDraft written
    Is there a template for a case study release?Last asked Wed 4 Nov2×Noor JansenAnswered
    How many days of remote work a week are fine?Last asked Mon 2 Nov7×PartnersTwo sources disagree
    Closed this month3 of 23
    QuestionWritten byAnswered since
    Can we show client logos on our website?Now in Handbook › PortfolioNoor Jansen4×
    Where is the licence for the brand font?Now in Drive › Legal templatesTom Peeters3×
    Who signs off a freelancer invoice?Now in Finance FAQLotte Maes2×
    Travel over €2,000Sent to Sanne today
    1. Asked three times this weekNoor, Tom, and one person in Delivery
    2. Two sources disagreeThe policy says €2,000; #finance says €1,500
    3. Sanne has both sourcesWhen she updates the policy, the gap closes

    Concept

    Gaps

    Questions it could not answer from a source, with who owns each answer. This is the list that makes the handbook better.

    2 / 3
  3. Demo Studio
    Ask
    History
    Kept by the studio
    Sources3
    Gaps7
    Access
    Noor JansenAccount lead
    Demo StudioAccess
    Preview as…
    It answers each person only from what they could open themselves. Nothing here grants access; it is copied from Drive, Notion and Slack every sync.
    Who can open whatCopied from each tool, 4 min ago
    FolderPartnersAccount leadsDeliveryFinanceFreelancers
    HandbookNotion
    Legal templatesDrive···
    DeliveryDrive·
    FinanceDrive and Notion···
    #financeSlack·
    Client foldersDrive··
    Preview as a freelancerOne question, asked as them
    Question

    What day rate is in the Bakkerij Voorbeeld contract?

    Answer

    I found nothing you can open about this. Noor Jansen can help.

    Read from

    Handbook, Delivery

    Not read

    Client folders, Legal templates, Finance, #finance

    The answer says it found nothing you can open, not that nothing exists.

    Concept

    Access

    Who can open which folder, copied from the tools themselves. It never answers from a page you could not open.

    3 / 3

What it would be worth

Fewer taps on the same two shoulders.

The time the same questions take, given back to the two people who answer them. And a list of what your handbook is missing, which is worth more than it sounds.

62%

of the people Microsoft surveyed said they struggle with too much time spent searching for information at work.

Source: Microsoft Work Trend Index (opens in a new tab), 2023. A survey of 31,000 people in 31 countries. A survey of how people feel, by a company that sells an assistant. It is not a measured saving and not a result of mine.

Count one week of the questions that reach your two busiest people. That number, not a survey, says whether this is worth building.

What you can buy today

List prices as each vendor’s own page showed them on 11 Nov 2026. Both are good if your knowledge already lives in one place. A custom build is the better buy when it lives in four tools with their own permissions, and you want the answers to respect them.

What the same questions cost, in euros

Count one week of them. Your inbox and Slack will tell you.

Type your numbers and the sum appears here.

46 working weeks. This is the time the answers take, not what an assistant would save: some questions need a person, and the gaps list is how you find out which. Your numbers stay in this tab.

Where the line is

It quotes. It does not guess.

What it does

  • Answers from your own documents, and ties every sentence to the paragraph it came from.
  • Answers each person only from what they could open themselves, copied from the tools every sync.
  • Says when two sources disagree, and names the person who owns the answer.
  • Keeps a list of what it could not answer, so the handbook gets better where it is thin.

What it never does

  • Make up an answer when it finds no source. It says it found nothing.
  • Show a paragraph from a folder you cannot open, or say that one exists.
  • Read direct messages, private channels or the HR system.
  • Send a message to anyone without a person pressing the button.

Every answer is marked as written by AI, and each person can see the sources before acting on it. The documents stay where they are; it keeps an index, and the index is deleted when a document is.

Want this for real?

I would start with a week on your real sources: which tools, which permissions, and the twenty questions that reach the same people. Then a fixed price.

I would scope it as an internal tool: from €18k, usually 3–5 weeks, at a fixed price.

How I build internal tools