Introduction
What is NeuroVecta?
Getting Started
Logging In
Quick Create UI
Sidebar Menu
Working with Files
Vector Databases
Uploading Files
Indexing Files
Querying Documents
Citation Rationales
FAQs
Contact
NeuroVecta vs ChatGPT and Claude
NeuroVecta and general-purpose chatbots like ChatGPT and Claude solve different problems. ChatGPT and Claude are excellent at open-ended tasks using their broad training data. NeuroVecta is purpose-built for document intelligence: it answers from your own documents using Retrieval-Augmented Generation (RAG), so every answer is grounded in your sources and backed by verifiable citations. For teams that need accurate, private, and defensible answers across thousands of pages, that difference is decisive.
Capability comparison
| Capability | ChatGPT / Claude (general chatbots) | NeuroVecta |
|---|---|---|
| Source of answers | The model's general training data, which can be outdated and untraceable. | Your own uploaded documents via Retrieval-Augmented Generation (RAG), grounded in your sources. |
| Citations & verifiability | Rarely cites; references can be invented (hallucinated). | Every answer includes inline citations linked to the exact source passage, with a side-by-side viewer to verify. |
| Custom knowledge base | No persistent, structured knowledge base of your documents. | Fully customisable RAG knowledge bases configured for your workflows and industry. |
| Team collaboration | Individual chats; knowledge is not shared organisation-wide. | Organisation-level vector databases your whole team can collaborate on and reuse. |
| Privacy & confidentiality | General consumer terms; data handling varies and may be used to improve models. | UK-based Azure hosting, encrypted at rest and in transit, 2FA, UK GDPR compliant. Your data never trains any model. |
| Images, figures & diagrams | Limited handling of document figures within a large library. | Reads charts, figures, and image-heavy pages; cross-references figures against thousands of papers and documents instantly. |
| Consistency | Answers can vary between sessions and users. | Consistent, reproducible analysis grounded in the same shared sources. |
| Human in the loop | Opaque answers that are hard to audit. | Verifiable answers with audit trails keep experts in control of every decision. |
What makes NeuroVecta different
Customisable RAG knowledge bases
NeuroVecta answers from your documents, not general world knowledge. Knowledge bases are configured to your content, workflows, and industry, which dramatically reduces hallucination compared with general-purpose chatbots.
Organisation-level vector databases
Teams collaborate on shared, structured vector databases so institutional knowledge stays consistent, reusable, and accessible across the whole organisation, rather than locked inside individual chat histories.
Fully referenced, auditable answers
Every response is backed by inline citations linked to the exact source paragraph, with a side-by-side document viewer to verify it. This gives legal, compliance, and regulated teams an answer they can defend.
Private and confidential by design
Hosted on UK-based Microsoft Azure, encrypted at rest and in transit, with two-factor authentication and UK GDPR compliance. Your documents are never used to train NeuroVecta's or third-party AI models.
Image and figure analysis at scale
NeuroVecta reads charts, diagrams, and figures alongside text. It can reference figures and cross-reference them against thousands of papers and documents instantly, and lets you crop any region of a page to ask a targeted question about it.
Consistent analysis, humans in the loop
Because answers are grounded in shared sources and fully cited, analysis is consistent and reproducible, keeping your experts in control rather than trusting an unverifiable black box.
When to use which
Use ChatGPT or Claude when
You need open-ended drafting, brainstorming, coding help, or general knowledge that does not need to be traced back to a specific document you own.
Use NeuroVecta when
Your team needs accurate, referenced answers from your own document libraries, where privacy, consistency, and an auditable citation trail matter, and where charts, figures, and thousands of pages must be cross-referenced quickly with humans in the loop.
Frequently asked questions
How is NeuroVecta different from ChatGPT and Claude?
ChatGPT and Claude are general-purpose chatbots that answer from broad training data and rarely cite verifiable sources. NeuroVecta is a document intelligence platform that uses Retrieval-Augmented Generation (RAG) over your own organisation's documents. Every answer is grounded in your sources and backed by inline, auditable citations linked to the exact passage. NeuroVecta also provides customisable knowledge bases, organisation-level vector databases your team can collaborate on, private UK-based hosting, and image and figure analysis across thousands of documents.
Can my whole team use the same knowledge base?
Yes. NeuroVecta provides organisation-level vector databases that teams collaborate on, so institutional knowledge is shared, consistent, and reusable across the organisation, rather than trapped in individual chat sessions.
Does NeuroVecta provide references for its answers?
Yes. Every answer includes inline citations linked to the exact source paragraph, with a side-by-side viewer so you can verify each response against the original document. This auditable trail is designed for compliance and regulated work.
Is my data private and confidential?
Yes. NeuroVecta runs on secure, UK-based Microsoft Azure infrastructure. Data is encrypted at rest and in transit, access requires two-factor authentication, and the platform is UK GDPR compliant. Your documents are never used to train any AI model.
Can NeuroVecta analyse images and figures in my documents?
Yes. NeuroVecta reads charts, diagrams, figures, and image-heavy pages alongside text. It can reference figures and cross-reference them against thousands of papers and documents instantly, and a crop tool lets you ask targeted questions about any region of a page.