Gothink AIR / AIR Playground NEW

Cited answers from your own documents.

Answers from your AI-ready internal documents, a citation behind every sentence, and a label that says whether anything left your machine.

Open the live demo How it works

Internal only by default Cited to document, version, location Amendments flagged MCP / RAG for your agents

run_air-pg·source agent·your folders RUNNING

local repositorycited answersamendment gate

Data modesInternal, internal + internet, internet.

Bytes out, internal modeAnswered on your machine.

Amendment checksSame file, name, identifier, text.

Export formatsPDF, Word, PowerPoint, Excel …

MCP toolsRead-only, internal, receipted.

01 / the screen

One screen: your documents, the answer, the evidence.

AIR Playground: documents on the left, a cited answer labelled Internal data only in the middle, the source agent and an amendment alert on the right — **Demo data.** Three documents and one amendment, answered in **Internal only** mode.

1Answer from — internal, internal + internet, or internet only.

2Provenance label — what ran, and whether anything left.

3Evidence — document, version, location for each citation.

4Amendment alert — names the document it changes.

5Local repository — only AI-ready documents are searchable.

02 / how it works

Files arrive. The agent makes them AI-ready. Everyone asks the same store.

1 · sources

Your data sources

Watched folders, SharePoint, cloud links, web files, mailboxes, drag-and-drop.

2 · source agent

Picks up new files

Fingerprints every file; new bytes are work, unchanged ones are skipped.

every 30 s

3 · Gothink AIR

Makes them AI-ready

Five layers and the confidence gates; held fields stay unpublished.

4 · local repository

One governed store

Versions, passages, governed fields. Masked values stay masked.

5 · consumers

People and agents

The Playground for people, MCP for your AI agents, Witness for the evidence.

03 / internal or internet

You pick where an answer may come from. The label says what happened.

🔒 Internal only

Your documentsUsed, locally

Cloud modelNot called

Internal text sent outNever

Label on the answerInternal data only

Internal + internet

Your documentsUsed, locally

Cloud model + URLsCalled

Internal text sent outOnly if you tick allow

Label on the answerInternal + external data

🌐 Internet only

Your documentsNot used

Cloud model + URLsCalled

Internal text sent outNever

Label on the answerExternal data (internet)

The label is computed from what actually ran, not the mode you picked — and a failed call still counts as having left.

04 / amendments

A new version is an amendment, never a second document.

v1Northwind_Supply_Agreement.txt

deliver within fourteen (14) days

payment due within thirty (30) days

governed by the laws of England and Wales

AMENDMENT
NOT NEW

v2 · amended…_v2_amended.txt

deliver within ten (10) days

payment due within sixty (60) days

+ Amendment No. 1 extends the price lock to 18 months

1Same file changedSame path or source link, new bytes.

2Same name + version mark_v2, amended, final, a date …

3Same document numberPolicy, contract, LC or invoice number.

4Same text55% or more of the wording matches.

Document drawer: v2 marked AMENDMENT, not a new document, with each changed passage shown before and after — **View changes** shows every changed passage and field, before and after, with its Witness receipt.

05 / export & MCP

Take the answer to the meeting. Give the store to your agents.

Export

Every answer, as a file

Answer, evidence and the provenance label travel in every format.

PDFReportDOCXWordPPTXPowerPointXLSXExcelCSVMDJSON

MCP / RAG

Your agents read the same store

Eight read-only tools over MCP. Internal data only, never the internet.

air_local_searchair_local_asklist_documentsget_documentdocument_historyontology_manifestontology_browseontology_resolve

Evidence

Receipted in Gothink Witness

Every new document, amendment, answer, export and MCP call seals a signed receipt.

See Gothink Witness

New: mark an answer Correct and it becomes a question the self-evolving ontology is scored on — and the answer shows which business terms it used.

Next step / see it on your own documents

Point the agent at your folder. Ask your first question.

Twenty-five of your own documents, answered with citations, in a scoped evaluation.

Book a walkthrough Back to Gothink AIR