AdeptNova’s NovaEdge platform builds a unified data ontology and living knowledge graph that federates enterprise data sources, enabling deterministic, provenance‑tracked AI reasoning. AI‑driven agents translate natural‑language queries into SPARQL, delivering explainable, audit‑ready answers that meet compliance requirements for regulated industries.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprise AI projects often fail because data across systems lacks a shared, machine‑readable meaning, leading to semantic fragmentation, hallucinations, and an inability to audit model decisions. Without a unified ontology, AI models cannot reliably reason over disparate data sources, causing compliance risks and reduced trust.
Solution
AdeptNova’s NovaEdge platform creates a unified data ontology and a living knowledge graph that connects entities, processes, and outcomes across all enterprise data silos. By federating data in place and applying ontology‑driven validation, the platform grounds AI responses in verifiable source data, providing deterministic reasoning and full provenance for every decision. The system includes AI‑powered agents that translate natural‑language queries into SPARQL, enabling contextual, multi‑step reasoning while preserving audit trails. Built on W3C‑compliant standards, NovaEdge delivers explainable, audit‑ready intelligence that can be integrated with existing workflows and governance frameworks, accelerating AI deployment and reducing time‑to‑value.
Target Audience
Primary customers are large enterprises in regulated sectors—such as financial services, insurance, supply chain, and healthcare—that require trustworthy, explainable AI for automated decision‑making and compliance reporting.
Features
- Unified Data Ontology studio that auto‑detects schemas, proposes domain models, and allows visual, human‑in‑the‑loop governance
- Knowledge Graph Engine with real‑time federation of databases, documents, and APIs, preserving provenance and avoiding data duplication
- AI‑driven Nova Agents that convert natural language into precise semantic queries and provide source‑linked answers
- Deterministic reasoning via SPARQL with SHACL constraint validation to prevent hallucinations and ensure compliance
- Live confidence scores and provenance metadata for every relationship and inference
- Integration connectors (15+) for seamless linking to enterprise systems without ETL overhead