Devix Nexus AI
An autonomous intelligence layer for the enterprise.
Nexus AI is Devix's flagship intelligence layer — a secure, model-agnostic platform that connects LLMs to an organization's documents, databases, and tools. Every answer is grounded, cited, and auditable, with guardrails, evaluation pipelines, and human-in-the-loop review baked in.
- Grounded answers with inline citations & confidence
- Model-agnostic routing across Claude, GPT, and local models
- Vector + hybrid retrieval over private corpora
- Eval harness with automated regression scoring
Hallucination risk
Enterprise stakeholders required answers that could be trusted, traced, and defended in regulated contexts.
Knowledge freshness
Source systems change constantly; stale embeddings produce wrong answers with high confidence.
Grounded RAG pipeline
Hybrid retrieval with re-ranking plus citation enforcement — answers without sources are blocked at generation time.
Incremental indexing
Change-data-capture streams keep the vector store continuously fresh within seconds of source updates.
System layers
Inside the platform
Representative interface mockups of the Nexus AI experience.
96.4% grounded answer accuracy in production
Cut research time per analyst by 9 hours/week
Zero ungrounded answers via citation enforcement