Writing commission boundary planner

For freelance writers handling complex assignments, turn client briefs and writer-approved service terms into writer-client approved commission brief. Address this specific problem: commissions omit research access and approval responsibilities. The aim: expose research and approval dependencies before quoting. The pilot tests whether that benefit holds up against reviewer effort and real operating costs.

The buyer creates a project, supplies client briefs and writer-approved service terms, and confirms scope and access. Users correct extracted facts, resolve flagged uncertainties and approve the final writer-client approved commission brief before use. Retain source links and a version history for the next cycle.

How the AI works

Identify ambiguity without accepting client commitments. Keep model suggestions separate from verified facts. Link factual outputs to authorized input evidence and show missing information explicitly. Use deterministic checks for counts, dates, identifiers and arithmetic where applicable. A designated reviewer validates consequential outputs and signs off the delivered result.

Safeguards

Preserve author voice, source attribution, quotation accuracy and usage permissions. Authors approve substantive changes and publication scope. Scope preparation; contract legal review excluded. Require appropriate access and publication approval. Preserve source material, label AI drafts and make corrections traceable. Measure false positives and missed cases alongside speed.

What to build first

Costed pilot: Scope preparation; contract legal review excluded. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: extract deliverables; identify source access needs. Support the third task through an assisted review queue: map reviewer roles. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of writer-client approved commission brief. Authentication, account isolation, deletion controls and basic operational logging are included. Specialized production certification, live write integrations and broader rollout are not included unless explicitly stated.

What it can connect to

Author-owned manuscripts, authorized interviews and permitted research sources. Case management, customer records, document storage and notification systems. Begin with an exportable review pack before automating destination writes. Begin with uploads and exports of client briefs and writer-approved service terms. Any named system or connector is a candidate requiring current access and compatibility checks; no live connection is included by default.

The screens in detail

Give submitters a mobile-friendly step-by-step form with document uploads and a visible completeness checklist. Staff see a queue with missing items and extracted fields. Place the original document beside each uncertain value. Show submitted, clarification required and ready-for-review states. Open with commission canvas; move into research dependencies for the detailed task; finish in scope approval for review and handoff. Show the source record, uncertainty and approval status beside each proposed output.