Autonomous Tech Due-Diligence &
Risk Exposure Intelligence
Eliminate hallucinations. Deconstruct architectures, uncover CVE vulnerabilities, audit licensing compliance, and calculate real production risk with NVIDIA Nemotron-70B on Nebius Token Factory grounded by Tavily Search API.
Autonomous Multi-Agent DAG Pipeline Live Telemetry
Initializing orchestrator runtime...
Vector generation & inquiry DAG
Deep web crawl & CVE retrieval
Nemotron-70B anti-hallucination
Threat modeling & index compute
Executive Dossier formulation
Composite Risk Rating
Target Investigation Subject
Grounded Verification--
Official Due-Diligence Dossier
Strict Fact-Grounding StandardLive Grounded Sources
Multi-Dimensional Risk & Threat Matrix
Algorithmic risk evaluation across 4 mission-critical dimensions.
Evaluates known unpatched advisories, dependency tree vulnerabilities, and tool-calling privilege attack surface.
Measures tight coupling, concurrency bottlenecks, abstraction leakages, and observability overhead.
Checks open-source license compatibility (MIT, Apache 2.0 vs. GPL copyleft) and commercial redistribution terms.
Calculates commit velocity, PR response times, organization backing, and community engagement vitality.
All Verified Grounding Artifacts
Live search results queried through the Tavily Search API.