Ingest
PDFs, MDX, notes, screenshots, codebases, ZIP archives, forms, and web captures enter as artifacts.
Research systems
Knowledge becomes infrastructure when it can be parsed, related, versioned, and executed.
Neunuc treats research as an operational system. Documents are not dead storage; they become structured artifacts that can feed analysis, delivery, automation, and proposal work.
Pipeline
From raw file dump to organized intelligence.
Extract
The system pulls entities, claims, contradictions, citations, dependencies, topics, and implementation details.
Relate
Artifacts connect to repositories, capabilities, people, agencies, NAICS codes, projects, and prior decisions.
Produce
Outputs become briefs, diagrams, capability statements, SOPs, research notes, and implementation tickets.
Knowledge model
Research outputs stay connected to source material.
Inputs
PDFs
Markdown
Repos
Forms
APIs
Notes
Runtime
Operation
Context
Policy
Workflow
Agent
State
Services
RAG
Search
Graph
Storage
Auth
Telemetry
Outputs
Briefs
Docs
Code
Diagrams
Statements
Deploys
Research deliverables
Built for evidence-backed work products.
Contradiction checks
Compare claims across files, notes, screenshots, PDFs, and source docs to find conflicts before they become deliverable problems.
Architecture extraction
Pull systems, modules, services, data flows, and operational gaps from messy material into clear diagrams and specs.
Capability mapping
Convert lived work, projects, repos, and research into services that can be presented to commercial or federal buyers.
Citable briefs
Produce clean summaries, papers, market notes, and technical narratives that preserve source lineage and decision logic.