AI document intelligence.
Data stays in New Zealand.

per day, per person wasted searching for existing information

of enterprise data is unstructured and effectively unsearchable

annual cost per employee in lost search productivity

Without Wyrefront

With Wyrefront

Upload your documents

Drop PDFs, Word docs, spreadsheets, or plain text. Wyrefront handles extraction, OCR, and semantic chunking automatically. No formatting required.

AI indexes on your infrastructure

A private embedding model processes every document and stores vectors in your own Qdrant instance. Everything runs inside your network. Nothing is transmitted externally.

Ask in plain English

Query your entire knowledge base in natural language. Every answer includes precise citations — document name, page number, and section — so your team can verify the source.

Multi-tenant workspaces

Invite your team, control who sees what. Role-based access with admin and member tiers, per-workspace document libraries.

Cited, grounded answers

Every response references its source — document name, page number, and section. Hallucination-proof by design.

Private by architecture

Your AI model, your vector store, your data. No third-party API calls. Runs fully inside your network perimeter.

Any document format

PDF, DOCX, XLSX, CSV, TXT — Wyrefront extracts and indexes them all. OCR support for scanned documents.

Real-time status dashboard

Monitor every document — pending, processing, indexed, or failed — in a live dashboard with per-workspace visibility.

REST API access

Build on top of Wyrefront. Full REST API lets you embed document Q&A directly into your existing products and workflows.

Privacy-first architecture

“Your data never
leaves your server.”

Unlike every cloud AI tool, Wyrefront runs entirely within your network. No documents are transmitted externally. No embeddings are stored on shared infrastructure. Full data sovereignty from day one.

Contract intelligence at the speed of thought

Search 10 years of contracts, NDAs, and agreements in seconds. Find liability caps, renewal dates, and non-standard clauses without reading every page.

Regulatory compliance without the rabbit hole

Query your internal policies, compliance manuals, and regulatory filings. Get precise answers with section citations your compliance team can stand behind.

Technical documentation that actually answers

Stop losing time hunting through specs, runbooks, and architectural docs. Your engineering knowledge base becomes a queryable system that never sleeps.

Restricted network environments.

Deploy fully offline. No cloud dependencies, no external model calls. Works wherever internet access is locked down — air-gapped networks, deep-packet-inspected firewalls, or anywhere data simply cannot leave the building.

Patient data stays where it belongs.

Query clinical guidelines, policies, and patient-record summaries without sending anything to a third-party AI. Aligned with the NZ Privacy Act 2020 and Health Information Privacy Code obligations.

The liability cap question used to take a paralegal 45 minutes. Now it takes 8 seconds, with the exact clause cited. That's billable time back in our pockets.

Every other solution required us to upload documents to their cloud. That was a non-starter with our compliance team. Wyrefront is the first AI product that actually works within our constraints.

We had 14 years of engineering specs that nobody could navigate. Wyrefront indexed the whole thing and now engineers get answers in seconds. Onboarding new hires went from weeks to days.