Use cases

Questions that used to take hours. Answered in seconds.

Vokt fits organisations where knowledge is scattered across files, systems, and people — and where a wrong answer carries real risk.

Construction

Safety & compliance answers in seconds

Site managers query PPE requirements, incident reports, and permit logs grounded in the actual documents — with citations for audits.

Manufacturing

Production floor knows what the office knows

Workers ask about specs, tolerances, and supplier changes without interrupting engineers. Changes propagate through the wiki automatically.

Professional services

Every consultant has every past engagement on tap

Past proposals, rate cards, SOW templates, delivery notes — searchable and ground-truth cited. New hires ramp in days.

Legal

Contracts you can actually query

Extract obligations, deadlines, and counter-parties into the knowledge graph. Find the clause that contradicts itself across three documents.

Healthcare

Protocols, formularies, handoff notes

Clinical context retrieved from on-prem systems, never leaving the hospital network. Audit trail on every retrieval.

HR & onboarding

The institutional memory new hires need

Handbooks, policies, previous decisions — all queryable. The questions that used to go to tenured staff are now answered directly.

Don't see your vertical?

Vokt is built on portable primitives — wiki, knowledge graph, agents, grounded retrieval. Any domain with structured documents and unstructured text fits.