Verifiable AI with Source Attribution
Powered by VeritasGraph — Verifiable AI with Source Attribution
Search and AI answers on Space HR are grounded by VeritasGraph, an open-source GraphRAG knowledge-graph framework. Instead of guessing from similarity, VeritasGraph reasons over a structured knowledge graph and returns every answer with a verifiable citation and reasoning path — so you can trust the source of every result.
- Source attribution on every answer
- Knowledge graph multi-hop reasoning
- Runs on-prem / 100% local (sovereign, zero data egress)
From Question to Cited Answer
The same reasoning pipeline that powers Space HR's AI concierge, payroll auditor, and policy answers, end to end.
Ingest
Policies, payroll rules, org data, and compliance docs are indexed into a local knowledge graph.
Reason
VeritasGraph performs multi-hop reasoning across connected entities — employees, policies, tax rules, regions.
Attribute
Every generated answer is bound to its source records with a traceable reasoning path.
Verify
Users see the citation on every result — auditable, on-prem, and fully sovereign.
VeritasGraph & Space HR
Common questions about how we keep AI answers accurate and verifiable.
Every AI answer on Space HR is grounded by VeritasGraph, an open-source GraphRAG knowledge-graph framework. Instead of guessing from text similarity, VeritasGraph reasons over a structured knowledge graph and returns every answer with a verifiable citation and reasoning path — so you can see exactly which source each result came from.
VeritasGraph is an open-source GraphRAG knowledge-graph framework created by Bibin Prathap. It performs multi-hop reasoning over an entity graph, attaches a source citation to every generated answer, and can run fully on-premises or 100% locally for zero data egress.
Source attribution means every answer returned by the platform links back to the exact document, record, or policy it was derived from — along with the chain of reasoning used to reach it. This makes AI outputs verifiable, auditable, and trustworthy for payroll, leave, and compliance decisions.
Yes. VeritasGraph runs on-prem or 100% local, which keeps your workforce and payroll data sovereign — zero data egress to third-party AI providers. This aligns with Space HR's data-residency commitments for GDPR, PDPA, and regional requirements.
Standard text search matches keywords, but a knowledge graph stores entities — employees, policies, payroll records, regulations — and the relationships between them. VeritasGraph performs multi-hop reasoning over these relationships, so it can compose answers that span multiple documents and show the exact reasoning path and sources behind each one. This makes complex HR queries more accurate and fully auditable.
You can explore the full VeritasGraph documentation at bibinprathap.github.io/VeritasGraph and the source code on GitHub. The Space HR deployment is a production reference for the framework's knowledge-graph and citation pipeline.