AI knowledge management

Help people find the knowledge they know is there somewhere

Important information is often spread across documents, email and different teams. Pūnaha prepares supported content for semantic and hybrid search, then lets people and versioned workflows use what they find.

Documents, email and team guidance are prepared with text, metadata and access scope, then placed in searchable organisational knowledge for people and governed workflows to use.

Knowledge foundation

Turn everyday files into useful context

Supported content ingestion

Bring in text, PDF with readable text, email, Outlook attachments, RTF, EPUB, OpenDocument and Office files.

Tenant-aware stores

Maintain separate knowledge databases for different tenants and operational settings.

Semantic and hybrid retrieval

Find material through meaning, exact language or a combination suited to the use case.

Workflow reuse

Use approved knowledge as context in different workflows without tying it to a single model.

An important distinction

Finding a document does not make it the right document

Pūnaha can retrieve content. Your organisation still decides which sources are current, trustworthy and allowed to guide the work.

A useful implementation identifies source owners, currency expectations, access boundaries and the workflows allowed to use each collection.

Pūnaha provides the retrieval and workflow building blocks. Governance decisions remain visible responsibilities rather than hidden assumptions.

Ownership

Know who is responsible for the source and its quality.

Currency

Set expectations for when important content should be reviewed.

Permitted use

Decide which people and workflows may use each knowledge collection.

Questions about knowledge in Pūnaha

Is Pūnaha a document management system?

Pūnaha focuses on making supported content searchable and useful to AI workflows. It is not presented as a replacement for every source system or records management responsibility.

What content types are supported?

Supported extraction includes text, PDFs with readable text, email, Outlook attachments, RTF, EPUB, OpenDocument and Office files. OCR for image-only PDFs is not currently claimed.

Can the same knowledge work with different models?

Yes. Knowledge retrieval and model deployments are separate workflow concerns, allowing a workflow to use the model selected for that task.

Bring the question people struggle to answer today

Show us the source types they search, the words they use and what they need to do once they find the answer.

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