D · Reports and document generation
Knowledge Artifact Studio
Knowledge Artifact Studio assembles approved local evidence and optional AI output into a common structure, then previews, compares, and generates supported DOCX, PDF, and PPTX deliverables.
- Version
- 1.5.1
- Editions
- Standard · Pro
- Last verified build
1.5.1-private-commercial-r9
If the app is not installed, the link falls back to the safe download guide. It carries no file path, question, account, token, or evidence text.
WHEN TO USE IT
When this task is useful
Knowledge Artifact Studio assembles approved local evidence and optional AI output into a common structure, then previews, compares, and generates supported DOCX, PDF, and PPTX deliverables.
PREPARE
Check these items before you start
Prepare adopted evidence, output purpose, audience, template, and an output folder that does not overlap the sources.
STEP BY STEP
Complete these steps in order
Prepare adopted evidence, output purpose, audience, template, and an output folder that does not overlap the sources.
Open Artifact Studio in the document workspace, select evidence, structure, and style, review preview and diff, and approve only this generation.
Verify that previewed claims, citations, and tables match selected evidence and that manifest, hash, and reparse validation pass after generation.
Only approved content is generated under a new filename; existing files are not overwritten, and generation history and lineage are retained.
FOR EXAMPLE
Installed synthetic ESG Demo
These files and values are automatically verified against the synthetic Demo shipped with Orbivell; they are not personal or company data.
- Files
- ESG_Report_2025.pdf, Emission_Data_2024_2025.xlsx
- Question
- What are the Scope 1 and Scope 2 emissions, and where are they located?
- Orbivell result
- Orbivell shows Scope 1 at 1,110 tCO2e and Scope 2 at 2,640 tCO2e as separate claims linked to a document page or spreadsheet cell.
- User action
- Open each source location, then adopt only the claims you verified.
- Final result
- Only the two adopted figures enter the ESG status draft, and the source files remain unchanged.
CHECK THE RESULT
How to know the task is complete
- Verify that previewed claims, citations, and tables match selected evidence and that manifest, hash, and reparse validation pass after generation.
- Only approved content is generated under a new filename; existing files are not overwritten, and generation history and lineage are retained.
EVIDENCE STATE AND NEXT ACTION
Read the state, then make the decision
Even SUPPORTED claims should be adopted only after opening the source location. PARTIAL, CONFLICT, NOT_FOUND, and NEEDS_REVIEW are never silently finalized; choose the appropriate next action: open the source, correct a value, add evidence, or exclude the item.
LOCAL/EXTERNAL AI AND COST
Review transfer and cost before execution
Local only
Indexing, keyword search, opening sources, and reviewing existing results can run with zero external AI requests and zero AI credits.
When external AI is selected
Orbivell shows the provider, excerpt scope, estimated credits, and cap, and sends only after one-time approval. Actual usage is reconciled with an append-only ledger.
LIMITS AND ERRORS
What Orbivell does not silently finalize
If external AI is selected, review transfer scope, provider, estimated credits, and cap first. Insufficient or conflicting claims cannot be finalized before resolution.
Error or state code: ARTIFACT_STUDIO_APPROVAL_REQUIRED
If the state repeats, follow the next action shown in Status. Do not alter the source or delete failure records; request support with a redacted diagnostics bundle.