Cited academic drafting and source workspace

Reduce citation rework and source-checking time while keeping the author's argument and evidence intact. For researchers, academics and students producing papers and articles with citations, convert licensed source documents, notes, style requirements and author drafts into an author-approved cited manuscript with source-linked references. The benefit is a testable hypothesis, measured through accepted manuscript sections per authoring hour and citation corrections after review; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect licensed source documents, notes, style requirements and author drafts, then follow this sequence: 1. Generate structured outlines from research notes. 2. Draft article, essay or paper sections from author inputs. 3. Find and incorporate credible sources into drafts. 4. Format citations in required academic styles. 5. Check content for originality and flag overlap. Resolve uncertain cases with qualified reviewers, approve author-approved cited manuscript with source-linked references, and measure accepted manuscript sections per authoring hour and citation corrections after review against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the stated task modules. Use deterministic code for citation formatting, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One fixed citation style and licensed source set; final argument, evidence and citation checks remain the author's. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve author voice, source attribution, quotation accuracy and usage permissions. Authors approve substantive changes and publication scope. One fixed citation style and licensed source set; final argument, evidence and citation checks remain the author's. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One fixed citation style and licensed source set; final argument, evidence and citation checks remain the author's. Implement one approved input format, a bounded representative case set and the first two task modules: generate structured outlines from research notes; draft article, essay or paper sections from author inputs. Support the remaining modules with operator review: find and incorporate credible sources; format citations; check originality. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Author-owned manuscripts, authorized interviews and permitted research sources. Cloud document storage, reference-manager import/export and publishing destinations. Start with file exchange and validate destination specifications before promising direct publishing. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Source library and research notes, Editable manuscript workspace, Citation and review panel. Use a thumbnail gallery for projects, a large central editing canvas, and a right-hand panel for sources, style rules and comments. Let users compare draft versions side by side. Display draft, changes requested and approved states. Provide a reviewer preview link with comments anchored to the relevant passage. Make the task-specific outcome author-approved cited manuscript with source-linked references visible beside its evidence, review state and value baseline.