AI Domain Assistants
All Your Documents Transformed into
Trusted, Conversational Expertise
Make domain knowledge instantly accessible so teams and communities get accurate, localised advice when it matters.
Deliver trusted answers instantly
Retrieve passages from your source material so users get grounded, verifiable guidance rather than generic responses.
Scale expert support
Provide 24/7 domain expertise (e.g., extension officers, legal advisors, HR) without hiring more specialists.
Improve accuracy with provenance
Every answer cites the originating document and passage so users can verify context and auditors can trace decisions.
Localise and include everyone
Support multiple languages and regional context so advice is relevant and usable across locations.
Reduce knowledge-friction
Embed searchable, conversational access into WhatsApp, web chat or internal portals so people get help in the moment of need.
WHY USERS NEED KNOWLEDGE NODES
Expertise is trapped in files and people
Research papers, manuals and guides are hard to search and not available at point‑of‑need.
Inconsistent advice harms outcomes
Variations in interpretation create risk, waste and poor customer or farmer outcomes.
Scaling human experts is expensive
Traditional extension or advisory services can’t reach everyone, everywhere, at scale.
KEY USER-FOCUSED FEATURES
Passage‑level retrieval
Returns exact source excerpts that directly support answers.
Retrieval‑Augmented Generation (RAG)
Merges retrieved facts with concise natural‑language responses while always linking back to sources.
Multilingual support & localisation
Answers in local languages and dialects with regionally appropriate guidance.
Source anchoring & citation
Show source title, page and excerpt for every response to ensure traceability.
Configurable access & relevance tuning
Control who sees which sources and tune retrieval relevance for your domain language.
Conversation memory & context
Maintain session context so follow‑ups are coherent and actionable.
Analytics & query auditing
Track common questions, knowledge gaps and answer satisfaction to prioritise content updates.
RURAL FARMERS ACROSS SOUTH AFRICA USE KNOWLEDGE NODES
REAL - WORLD IMPACT
Agriculture (AI Farmer / Saai)
Farmers get local, language‑specific pest and husbandry advice that’s anchored to research and extension manuals.
HR & People Ops
Staff access policy interpretations, role‑specific onboarding sequences and case examples instantly.
Legal & Compliance
Quick retrieval of clauses, precedents and regulatory guidance with source evidence for audits.
Field services & ops
Technicians get step‑by‑step instructions pulled from manuals and service guides at the point of repair.
BOOK A DEMO
Knowledge Nodes turn static documents into living, verifiable expertise; empowering your people with fast, localised, source‑backed answers when they need them most.
Book a personalised demo to see Knowledge Nodes deliver measurable impact in days.
Trusted by thousands of users
Copyright © 2026 All Rights Reserved - VectorMind by CohesionX – where innovation meets synergy.