Legal AI Admin

Dashboard

Source-library overview

Load admin data to view source counts.

Website sources are usually guidance, procedure, operational context, forms, notices, or contact information unless an admin explicitly classifies otherwise.

Unreviewed feedback, correction artifacts, private preferences, matter uploads, and session captures do not control future answers until reviewed and approved.

User Management

Firm users

Email	Name	Role	Status
Load admin data to view users.

Firms

Firm directory

Load admin data to view firm details.

Login/Auth Audit

Auth events and deterministic checks

Suspicious-pattern summaries will appear here.

Time	Type	Email	Result	Reason	IP
Load admin data to view auth events.

Source Library

Source list and filters

Review status Source scope Source type Authority Jurisdiction Practice area Source tag Currentness Acquisition Website/manual status

Title	Review	Scope	Type	Authority	Currentness	Acquisition
Load admin data to view sources.

Source Review Queue

Human approval and promotion controls

Only admin/review-authorized users should use these controls. Promotion and currentness approval are scaffolded until dedicated backend workflow steps are added.

Website Acquisition

Controlled website-source intake

Website acquisition status will show submitted URL, canonical URL, final URL, source URL, retrieved_at, detected updated date, content hash, raw HTML storage key/path, rendered HTML storage key/path, cleaned text storage key/path, screenshot/PDF storage key/path, images/assets metadata, local mirror path/manifest, skipped URLs, errors, provenance, manual-download state, and currentness warnings.

Source Currentness

Finality and later-authority review

Currentness warnings load with sources.

Unchecked currentness is not the same as current law. Formal, memo, and partner review should keep currentness warnings visible.

Fields shown here include currentness_status, currentness_check_required, currentness_warning, last_currentness_checked_at, and effective/version date conflict warnings.

Review amendment, repeal, supersession, appeal or later history, preemption/conflict, later authority, later guidance, and effective/version date conflicts before relying on a source.

Section 13I

Source automation review surfaces

Load or attach source-automation planning artifacts to prepare admin review summaries.

13I presents source-area packages, missed-source regression artifacts, source reverification planning, and corrective behavior plans for review only.

No button in this surface activates correction plans, approves sources, marks currentness final, runs crawler/downloader/capture work, ingests chunks, embeds content, or mutates trusted source-library records.

Admin approval, source review, legal review, security/config review, tests, and rollback/versioning gates remain separate and visible.

Review-only integration

Source automation artifacts are displayed as draft review packets until a later explicit admin workflow supplies reviewed decisions.

Source Reviewer App

Candidate review workspace

Review-only Candidate records only Not Unit J Not source approval or promotion No currentness override No ingestion, embeddings, or model calls No source-file mutation Exports are authorization inputs only

Load admin data to view Source Reviewer candidate counts.

Search Queue Warning Sort Direction Page size

Source ID	Queue	File name	Relative path	Issue area	Proposed role	Confirmed role	Currentness	Allowed use	Decision	Missing fields	Warnings	Group / badges	Reviewer	Updated / last event
Load admin data to view Source Reviewer candidates.

Candidate detail

Select a candidate row to inspect identity, required fields, warnings, preview metadata, grouping relationships, and explicit feedback capture.

Controlled update

Queue DecisionCandidate include does not mean approved, reviewed, current, demo-ready, legal-answer-ready, ingested, or embedded. Confirmed roleTraining / workshop material for human education, not ML training dataset. Currentness Currentness check dateCandidate review date only. This does not approve currentness or override currentness. Allowed use Include/exclude Duplicate handling Duplicate / relationship explanationCandidate review note only. This does not resolve duplicates, approve a canonical source, or promote a source. Exclude from first pilot

Legal / Source Area Classification

Candidate/review-only area tags. These do not approve, promote, ingest, embed, mark current, or make a source legal-answer-ready.

HOA / Common-Interest Community Special District Real Estate Law Construction Law Tax Nonprofit Civil Procedure Evidence Other / Later Topic

Select every legal/source area that needs separate human review.

HOA relevance Special District relevance Real Estate Law relevance Construction Law relevance Tax relevance Nonprofit relevance Civil Procedure relevance Evidence relevance Other / Later Topic relevance

Relevance remains candidate-only metadata for human review.

Reviewer Source owner Official URL Official origin Jurisdiction Currentness method Exclusion reason Boundary note Reviewer notes Admin feedback reason

Draft defaults are pulled from existing candidate metadata where available. Review and edit before saving.

Capture passive feedback candidate for later human review

Updates remain candidate-only. Candidate-ready means ready for later authorization review, not source approval, currentness finality, Unit J, demo readiness, or legal-answer readiness.

Preview planning uses source_id only. Bounded snippets may appear for safe text-like files; PDF, image, binary, unsupported, oversized, missing, and outside-root files return metadata-only or blocked states.

Grouping relationships load with candidate detail. Proposed canonical relationships require human review.

Save, feedback, preview, and export results will appear here.

Answer Reports

Reported answers and review workflow

Pending answer reports remain queued for admin review and do not alter future answers automatically.

Report detail and admin-assist draft workspace

Select a report to view linked audit detail, source sufficiency, missing documents, citations, currentness warnings, website-source context, document-generation warnings, and draft-only admin-assist proposals.

Review status Admin notes Proposed correction draft Proposed policy artifact type Policy artifact summary Proposed task type Task summary Admin decision

Admin-assist suggestions are drafts only. Admin final override controls corrections, source updates, currentness decisions, policy artifacts, and approved answer improvements.

Internal Test RAG

Registry-backed retrieval and answer test

Legal area Top K Minimum score

Question

Internal test output will appear here.

Audit Logs

Safe structured audit records

Structured audit records are available through the existing safe admin audit API.

Admin Assist

Future LLM suggestions are drafts only. Admin final override controls corrections, source updates, currentness decisions, policy artifacts, and approved answer improvements.

legal_style and legal_readability assistance may improve grammar, clarity, tone, accessibility, and flow, but must preserve legal meaning, citations, caveats, source-sufficiency warnings, currentness warnings, disclaimers, and conclusions unless legal validation approves a change.

Correction/Policy Artifacts

Interpretation corrections

Unreviewed corrections do not control future answers.

Citation/style policies

Style rules cannot alter legal meaning, citations, caveats, or conclusions without validation.

Drafting/readability/validation policies

Approval, rejection, and deprecation controls remain future admin workflow work.

Source correction artifacts

Source corrections require review before any retrieval or answer behavior changes.

Live/Conversation Review

Live-session audit records

Placeholder for assistive live-session review.

Conversation summaries

Future summaries must preserve uncertainty and source limits.

Transcript review

Privacy, consent, retention, and summary generation status remain visible.

Missing-source tasks

Live sessions can later create admin-review tasks without replacing legal validation.

Admin source-library review console