Script adaptation studio
Written explanations do not translate directly into watchable scripts. Source-faithful scripts shaped around production and audience needs.
01The offer
For training publishers converting written material into video, turn approved articles, lessons and production constraints into reviewed script and production notes. Address the recurring problem: written explanations do not translate directly into watchable scripts. The value hypothesis is a more complete, reviewable deliverable with less repeated preparation; the pilot must establish whether that benefit is real.
- For
- Training publishers converting written material into video
- Takes in
- Approved articles, lessons and production constraints
- Delivers
- Reviewed script and production notes
- Message
- Script adaptation studio for training publishers converting written material into video. Source-faithful scripts shaped around production and audience needs. Demonstrate the claim through an article-to-video script demonstration.
- Lead magnet
- An article-to-video script demonstration
02How it works
- Identify learning objective
- Restructure spoken narrative
- Draft scene directions
- Preserve factual content
- Estimate spoken duration
- Prepare production handoff
Workflow
Collect a structured brief and source material, identify unanswered questions, approve an outline, generate a draft, verify claims, gather reviewer edits, approve a final version and export the agreed formats. Start with approved articles, lessons and production constraints and finish with reviewed script and production notes.
AI and people
Extract and organize information, propose structure, draft prose and adapt approved content to audiences. Attach evidence to factual claims. Keep names, dates, amounts and quoted wording linked to their source. Editors resolve ambiguity and approve publication.
Screens
Key screens: Source outline, scene script, production notes. Use a project list and editorial calendar beside a document editor. Keep original material and supporting passages in a collapsible side panel. Show outline, draft, review and approved stages. Provide tracked edits, comments, version comparisons and an export preview that reflects the final delivery format. In this product, the first view is source outline, followed by scene script and production notes.
Admin
Client workspaces, source permissions, editorial assignments, change history, reviewer comments, approval gates, revision allowances and export templates.
03Market gap
Alternatives buyers use today
Writers, editors, agencies, internal document templates and general-purpose chat tools. Differentiate on this specific proposed advantage: source-faithful scripts shaped around production and audience needs. Test it against the buyer's current method on the same task. Competitor coverage and uniqueness have not been established.
Where this wins
Customer-approved terminology, reusable structures, source libraries and editorial feedback tied to a specific audience and recurring publishing workflow. For this solution, build around source-faithful scripts shaped around production and audience needs. This advantage requires execution and accumulated customer trust; the base model alone is not a defensible asset.
04Why now
Writers teams are adopting AI for exactly this kind of repeatable work, and the cost of language and vision models has dropped far enough that a narrow, reviewed workflow pays back quickly. The buyer already feels the problem: written explanations do not translate directly into watchable scripts.
05Proof & signals
Channels where buyers gather: Video production agencies. Metrics that prove it works: Source accuracy, producer revisions.
Paid pilot
Complete one existing brief using the customer’s actual sources. Record reviewer edits, factual corrections and preparation time. Ask the same buyer to commission a second comparable deliverable. For this solution, use approved articles, lessons and production constraints and evaluate reviewed script and production notes. Agree success thresholds with the buyer before starting; collect a baseline for source accuracy, producer revisions. A positive signal is payment and repeat use with acceptable quality and delivery cost, not a favorable demo reaction alone.
06Execution plan
MVP
Begin with training publishers converting written material into video and one recurring use case. Build the first two modules: identify learning objective; restructure spoken narrative. Provide operator assistance for the third module: draft scene directions. Deliver reviewed script and production notes through a manual review queue. Perform other necessary full-scope functions manually during the pilot. Include all applicable access, accuracy and professional-review controls from the start.
First 30 days
Week 1: interview five prospective buyers in this segment: training publishers converting written material into video. Ask to see a recent example of the problem and their current process. Week 2: prepare this demonstration using authorized or synthetic material: an article-to-video script demonstration. Week 3: present it through video production agencies and seek one narrowly scoped paid pilot. Week 4: review source accuracy, producer revisions, total delivery effort and a concrete renewal decision before increasing scope.
After the pilot
After paid pilots establish value, automate the remaining modules: preserve factual content; estimate spoken duration; prepare production handoff. Add one validated source integration, reusable customer configuration and recurring delivery. Expand to additional teams, document formats or languages only after testing the new scope.
Retention
Maintain the approved source and voice library, schedule recurring editorial work, and expand into additional formats only after the core deliverable is repeatedly accepted.
Integrations
Author-owned manuscripts, authorized interviews and permitted research sources. Document storage, word processor export, content management systems and approved publishing channels. Pilot with uploads and downloadable drafts before adding write integrations. These are candidate integration categories, not verified supported connectors.
07Investment and running costs
| Phase | Scope | Time | Budget |
|---|---|---|---|
| MVP | One buyer segment, one recurring use case; first modules: identify learning objective; restructure spoken narrative. Manual review in the loop. | 4 days | $8,500 |
| Paid pilot | Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers. | 5 days | $10,000 |
| Full product | Remaining modules: preserve factual content; estimate spoken duration; prepare production handoff. Self-serve onboarding, billing, monitoring and the wider integration set. | 10 days | $13,500 |
| Total | $32,000 | ||
| Running | Hosting | AI usage | Total a month |
|---|---|---|---|
| MVP and paid pilot (about 3 customers) | $30–$60 | $70–$140 | $100–$200 |
| Full product (about 50 customers) | $110–$210 | $700–$1,400 | $810–$1,610 |
Revenue model to test
Test USD 400-1,500 for a tightly scoped initial content package. Convert repeated work to a monthly retainer with explicit deliverable and revision limits. Specialist review and substantial research are separately scoped. Prices are hypotheses.
Cost drivers
Research and interview time, transcription, model usage, factual verification, subject-matter review, editing and revisions.
Safeguards
Preserve author voice, source attribution, quotation accuracy and usage permissions. Authors approve substantive changes and publication scope. Validate source access and reviewer availability during the pilot. Maintain customer-level access, data deletion controls and a record of final approvals.
Take it further
Concept proposal expanded from the 315-solution conversation. Demand, pricing, differentiation, build scope and integration feasibility are hypotheses, not verified market findings. Category link is inspiration rather than evidence of business viability.