Missing technical basis
Identify claims and conclusions that need stronger evidence or supporting analysis.
AI regulatory intelligence for new nuclear licensing
Turn NRC precedent into cited, reviewable licensing work product.
NuclearDocs helps advanced reactor teams, consultants, law firms, and engineering firms compare draft licensing materials against relevant NRC precedent and guidance—surfacing gaps, likely review questions, and traceability issues for expert review.
- Expert-in-the-loop
- Citation-first
- Built for reviewability
Conceptual workflowND / REVIEW-017
Illustrative output
Evidence trace
ClaimSafety function basis is addressedReview
Regulatory basisApplicable requirement + guidanceLinked
Related precedentPrior application and NRC evaluation2 sources
Evidence statusSupporting analysis requires citationGap
Reviewer noteConfirm boundary conditionsOpen
Illustrative interface only. Findings remain subject to source inspection and qualified review.
The review-readiness problem
The hard part is not just drafting. It is knowing whether the work is review-ready.
Licensing teams must connect engineering evidence with regulations, guidance, precedent, RAIs, safety evaluations, and prior NRC treatment. A polished draft can still contain conceptual gaps that become visible only when those relationships are examined together.
Inconsistent assumptions
Surface conflicts across sections, source documents, and the underlying licensing basis.
Weak traceability
Connect draft language to regulations, guidance, precedent, and inspectable evidence.
Late review cycles
Bring likely questions and review gaps forward while teams can still address them efficiently.
Designed around licensing work
From source retrieval to cited expert work product.
NuclearDocs is being designed around the review tasks that shape licensing quality—not around a generic chat interface. Each workflow preserves the path back to evidence and professional judgment.
NRC precedent research
Find relevant prior NRC treatment with the docket, document, and review context needed to use it responsibly.
Contextual precedent setDraft gap review
Compare draft licensing material with applicable guidance and precedent to flag incomplete support for expert review.
Reviewable gap registerRAI risk review
Surface areas that may invite reviewer questions without implying that every identified gap will result in an RAI.
Likely-question briefTraceability matrices
Map requirements, claims, evidence, precedent, open items, and reviewer disposition in an inspectable structure.
Evidence-linked matrixCited drafting support
Develop evidence-bounded draft language with explicit sources, uncertainty, and human approval built into the workflow.
Cited expert work productMore than a model response
Why a generic LLM is not the whole licensing workflow.
A general model can help summarize and draft. NuclearDocs is designed to add the retrieval, context, source lineage, review controls, and human decision points required for consequential licensing work.
General model capability
Summarize · Compare · Draft
Useful language capability, without assuming the surrounding evidence and review system.
NuclearDocs workflow layer
- Relevant NRC source retrieval
- Document and docket context
- Application → RAI → response → evaluation relationships
- Accession-level traceability and source inspection
- Status, outcome context, and human approval
Built for the people accountable for the work
A shared evidence layer for multidisciplinary licensing teams.
Different disciplines ask different questions of the same record. NuclearDocs is designed to keep those questions connected to a common, inspectable source base.
Advanced reactor teams
Connect design-basis decisions, application content, and supporting analyses to the precedent reviewers will examine.
Nuclear regulatory consultants
Move from broad research to source-grounded findings while preserving the judgment clients rely on.
Energy and nuclear law firms
Inspect regulatory history and source lineage while maintaining clear boundaries around legal analysis and advice.
Engineering firms and technical advisors
Trace technical claims to evidence and identify where assumptions or interfaces need a more complete basis.
Expert-in-the-loop by design
Support professional judgment. Never obscure it.
NuclearDocs supports qualified licensing, legal, engineering, and safety professionals. It does not replace their review or make final determinations on their behalf.
Evidence boundedHuman approved
- 01
Inspect the source
Keep the underlying document and citation within reach of every material finding.
- 02
Show what is missing
Flag absent evidence, unresolved questions, and incomplete support instead of filling gaps with confidence.
- 03
Express uncertainty
Make confidence, context limits, and interpretation boundaries visible to reviewers.
- 04
Preserve human approval
Route consequential conclusions through qualified licensing, legal, engineering, and safety professionals.
- 05
Design for auditability
Treat review history, evidence lineage, and disposition as core product goals.
Start earlier in the review cycle