How IP Holders Can License Their Catalog Into Vertical Drama Through AI Production
Adapting a novel or existing IP into a vertical series is the dominant content strategy for the $11 billion microdrama industry in 2026, and AI production has made it viable at budgets that independent producers can access without studio backing. China's duanju industry runs almost entirely on web novel IP: ByteDance, Tencent, and Kuaishou platforms leverage IP pipelines from COL Group, China Literature, and Tomato Novel to convert proven reader bases into paying vertical drama audiences.
The Western equivalent of that pipeline is forming now. Disney selected DramaBox for its 2025 accelerator class and announced in-development projects adapting Disney Publishing YA novels. Holywater built a $22 million funded platform on the My Passion to My Drama pipeline, converting book platform reader engagement data directly into vertical drama commissioning decisions. Harlequin's romance catalog is being adapted into vertical drama format. The IP adaptation pipeline from book to vertical drama is no longer experimental. It is the format's primary content supply strategy.
For book publishers, web novel platforms, Wattpad-style fiction communities, and game studios with narrative IP, this pipeline represents a new revenue stream from existing assets at a cost structure that conventional live-action production could not support. An IP holder who could not justify $200,000 for a conventional vertical drama adaptation of a mid-tier catalog title can justify $15,000 for a concept test that validates the adaptation's commercial viability before committing $80,000 to a full AI-native production.
This post covers the complete licensing structure: the three deal models available to IP holders, the specific rights provisions each model requires, and how the adaptation process works from catalog selection through platform distribution.
Why Vertical Drama Is the Right Format for IP Adaptation
The vertical drama format's structural characteristics align with the IP types that book publishers, web novel platforms, and game studios hold in their catalogs in ways that make adaptation more commercially predictable than adaptation into conventional television formats.
Serialized emotional architecture. The vertical drama format's 70-episode serialized structure mirrors the chapter-by-chapter serialized structure of web novels and romance fiction. A web novel that delivers one emotional escalation per chapter, with a cliffhanger that drives chapter completion, has the same structural architecture that vertical drama's episode-by-episode escalation requires. The adaptation does not need to compress or expand the story's pace significantly. It translates the existing serialized architecture into the visual format.
Pre-qualified audience. Nearly 60% of China's 830 million microdrama viewers pay or transact, a conversion rate the industry attributes in large part to the audience pre-qualification that proven IP provides. An IP title with documented reader engagement data has already demonstrated that its premise, character configuration, and emotional architecture generate audience investment. The reader who completed all ten chapters of a web novel and returned within 24 hours has demonstrated the same behavioral pattern that vertical drama paywall conversion requires. The IP holder who has this engagement data on their catalog is sitting on the most commercially predictive pre-production validation available.
AI production cost proportionality. A mid-tier catalog title with 50,000 readers and strong chapter completion rates generates less revenue than a top-tier title with 5 million readers. Conventional live-action adaptation cost does not scale proportionately: a mid-tier title costs as much to adapt as a top-tier title. AI-native production cost scales with production ambition, not with the IP's tier. A mid-tier title adapted AI-natively at $60,000 to $80,000 generates a commercially viable return even against a tier-2 platform licensing fee of $40,000 to $70,000 in the primary territory. The same adaptation at $200,000 live-action cost does not.
The Three Deal Models for IP Holders
Model 1: The Option Agreement
The IP holder grants the production company an exclusive option to develop and produce a vertical drama adaptation of a specific title, for a defined development period and a defined option fee.
The option fee is the IP holder's immediate revenue from the deal. Option fees for mid-tier catalog titles in the vertical drama format run $1,000 to $10,000 for a 12-month exclusive development window. Top-tier titles with large established reader bases command higher option fees. The option fee is non-refundable: if the production company does not exercise the option within the development window, the IP holder retains the fee and the rights revert.
If the production company exercises the option, meaning it proceeds to full production, the IP holder receives an adaptation rights fee negotiated at exercise. The adaptation rights fee for a 70-episode AI-native vertical drama series runs $10,000 to $30,000 for mid-tier catalog IP and $30,000 to $75,000 for top-tier IP with a documented reader base above 500,000.
The IP holder's backend participation in the adaptation's platform revenue is negotiated as part of the option agreement. Backend rates for IP holders in vertical drama run 5% to 15% of net licensing revenue above a defined threshold, typically above the production company's recoupment of production cost.
When the option model works for IP holders: The option model generates immediate revenue from the option fee without requiring any production investment from the IP holder. It is appropriate for IP holders who want to monetize catalog IP without participating in the production risk.
Model 2: The Co-Production Agreement
The IP holder contributes the adaptation rights as their equity stake in the production. The production company contributes the production infrastructure and execution. Both parties contribute to the production financing proportionately and share the licensing revenue proportionately above the recoupment threshold.
The IP holder's equity stake in a co-production is valued against the production cost of developing comparable IP from scratch rather than against the option fee the IP would command in a pure licensing deal. An IP title that would command a $20,000 adaptation rights fee in an option agreement may be valued at $40,000 to $60,000 as an equity contribution in a co-production where the total production budget is $100,000, because the IP's pre-qualified audience reduces the concept test and marketing costs that an original series would require.
The co-production model's revenue sharing arrangement: each party recoups their contribution first. After recoupment, net revenue is shared proportionately to equity stake. An IP holder with a 40% equity stake recoups 40% of their contribution from first licensing revenue, then participates at 40% of net revenue above full recoupment.
When the co-production model works for IP holders: The co-production model is appropriate for IP holders who have a title with a large documented reader base that they believe justifies a higher return than the option model's backend participation provides, and who are willing to participate in the production risk proportionate to their equity position.
Model 3: The Platform Commissioning Agreement
The distribution platform funds the adaptation directly, acquiring the adaptation rights from the IP holder and commissioning the production company to produce the series. The IP holder negotiates directly with the platform rather than with the production company.
This is the model that Holywater's My Passion to My Drama pipeline executes at institutional scale: the platform owns the adaptation development, commissions AI-native production through its production infrastructure, and retains the platform distribution rights. The IP holder receives a licensing fee from the platform rather than from the production company, and the licensing fee reflects the platform's valuation of the IP's reader base as a content acquisition risk reduction rather than the production company's valuation of the IP as a development asset.
Platform commissioning fees for IP adaptation in vertical drama run $5,000 to $25,000 for the adaptation rights, paid by the platform directly to the IP holder. The IP holder has no backend participation in a platform commissioning agreement because the platform has acquired the rights rather than licensed them.
When the platform commissioning model works for IP holders: The platform commissioning model provides the highest certainty of production and distribution for the IP holder because the platform is both funding and distributing the adaptation. It produces the lowest financial return per title because the platform is capturing the production margin and the distribution margin. It is appropriate for IP holders who prioritize distribution certainty over financial return per title.
How to Select Which Catalog Titles to Adapt First
The IP holder with a catalog of 200 titles does not adapt all 200. The selection process identifies the titles whose existing reader engagement data most closely predicts vertical drama paywall conversion before any production investment is committed.
The Holywater selection methodology is the most commercially validated selection framework available: test hundreds of books to gather data from audiences on which stories resonate, then greenlight the most promising for production. The data the Holywater selection process uses is reader behavioral data: chapter completion rates, return visit frequency, and session length per reading session.
For IP holders without Holywater's proprietary platform infrastructure, three available data signals provide equivalent selection guidance:
Chapter completion rate. A title where readers consistently complete each chapter and immediately begin the next has demonstrated the same behavioral pattern that episode completion rate measures in vertical drama. The title with the highest chapter completion rate in the catalog is the title whose serialized emotional architecture is most likely to translate into high episode completion rates in vertical drama format.
Return visit frequency. A title where readers return within 24 hours of their last session has demonstrated the session return behavior that day-7 retention measures in vertical drama. The reader who cannot stay away from a story for more than 24 hours is the viewer who returns to the app before the rewarded ad cooldown expires.
Reader comment engagement. Comment sections that reference specific characters by name, debate plot developments, and express emotional investment in the story's outcome are the pre-production equivalent of the comment section engagement that vertical drama platforms use as an algorithmic distribution signal.
The title scoring highest across all three signals is the first adaptation candidate. The AI-native concept test at $15,000 to $20,000 validates whether the selection framework's prediction is correct before the full adaptation budget is committed.
The Rights Provisions That AI-Native Adaptation Specifically Requires
Standard book-to-television adaptation agreements address the rights categories that live-action production requires: the right to produce the adaptation, the right to distribute it, the rights to the characters and story world for sequel and derivative works, and the music synchronization rights where applicable.
AI-native adaptation requires additional provisions that standard book-to-television agreements do not contain.
Synthetic performer provisions. The agreement should explicitly address synthetic performers, AI-generated character likenesses, and the use of AI tools in the production process, as these are increasingly specified in 2026 contract templates following the SAG-AFTRA 2026 provisions. The IP holder who licenses their title for AI-native adaptation is licensing adaptation rights that include the creation of synthetic characters who visually embody the IP's characters. The agreement must confirm that synthetic performer creation is within the scope of the licensed adaptation rights.
AI training data provisions. The adaptation agreement must specify whether the IP's text content, character descriptions, and story world details can be used as training data for AI scripting tools, world-building generation, and character reference generation. The default in the absence of an explicit provision is that training use is not included in the adaptation license. The AI-native production company needs explicit permission for training data use to avoid chain of title problems at the delivery stage.
Digital replica deletion timeline. For hybrid productions that use any real performer's captured footage alongside AI-generated content, the deletion timeline for digital replicas must be specified. The SAG-AFTRA 2026 provisions specify deletion within 90 days as the standard. The adaptation agreement should confirm this standard applies to any hybrid production elements.
Multi-language generation rights. AI-native production's localisation capability from day one means the adaptation may be produced in multiple languages simultaneously rather than dubbed after the primary language version is complete. The adaptation agreement must confirm that multi-language generation is within the scope of the licensed rights and specify which territories each language version is licensed for.
The Adaptation Process: From Catalog Title to Platform Distribution
The AI-native adaptation process for an IP holder's catalog title follows the same validate-first pipeline that the industrialised pipeline post describes, with the IP holder's reader engagement data replacing the concept test as the first validation stage.
Stage 1: Title selection and rights confirmation (2 to 4 weeks). The IP holder identifies the catalog titles whose reader engagement data suggests strongest vertical drama commercial viability. The adaptation rights agreement is negotiated and executed before any production investment is made. The agreement covers the deal model, the option or adaptation rights fee, the backend participation structure, and the AI-native specific provisions.
Stage 2: Concept test production (3 to 4 weeks). A three-episode concept test is produced at AI-native quality, adapting the IP's opening narrative sequence into vertical drama episode format. The concept test is distributed to a test cohort that ideally includes the IP's existing reader community, providing both a test cohort and a pre-qualified audience for the full series.
Stage 3: Go or stop decision (2 to 3 weeks). The concept test's performance data, hook rate, continuation rate, and session length, is reviewed against the go thresholds. If the data clears the thresholds, the full production is commissioned. If it does not, the IP holder and the production company review whether the concept test failure reflects a production problem or an adaptation problem before deciding whether to revise and retest or to stop and select a different catalog title.
Stage 4: Full production (6 to 8 weeks). The full 70-episode series is produced at AI-native standard professional quality. The IP holder has review rights at the arc map stage and the paywall episode script stage as specified in the adaptation agreement.
Stage 5: Platform licensing (4 to 8 weeks after delivery). The completed series is pitched to platforms using the concept test performance data as the commercial evidence in the pitch deck. The IP holder's reader base data is included in the pitch as additional commercial evidence of the title's pre-qualified audience.
What IP Holders Should Expect Financially
The financial return to IP holders from vertical drama AI-native adaptation varies significantly by deal model, title tier, and platform performance. Realistic ranges for each deal model:
Option model, mid-tier catalog title ($50,000 to $250,000 reader base):
Option fee: $2,000 to $5,000.
Adaptation rights fee at exercise: $10,000 to $20,000.
Backend participation at 10% of net licensing revenue above recoupment: $4,000 to $8,000 per territory per year if the series performs above threshold.
Total year-one return: $16,000 to $33,000.
Co-production model, mid-tier catalog title with 40% equity stake:
Equity contribution valued at $30,000 to $40,000 against a $100,000 total production budget.
Recoupment at 40%: first $40,000 in licensing revenue returns $16,000.
Net revenue above recoupment at 40%: $12,000 to $24,000 per territory per year for a performing series.
Total year-one return: $28,000 to $40,000.
Platform commissioning model:
Platform adaptation rights fee: $10,000 to $25,000.
No backend participation.
Total return: $10,000 to $25,000, paid within 30 to 60 days of agreement signing.
Axis AI Studios Perspective
The IP holder's catalog is a pre-validation asset that most production companies cannot access. The book publisher with 500 titles and chapter completion data on all of them has a commissioning advantage that the production company developing original premises cannot replicate: they know which stories have already generated reader investment before any production budget is committed.
At Axis AI Studios, we work with IP holders across all three deal models described in this post. The option model for IP holders who want to monetize catalog titles with minimal involvement. The co-production model for IP holders whose top-performing titles justify equity participation in the adaptation's upside. The platform commissioning introduction for IP holders whose catalog depth and reader base data make them attractive to platform commissioning conversations we can facilitate.
The AI-native production cost structure makes the adaptation economics viable at catalog scales that conventional production could not support. A publisher with 50 mid-tier titles whose reader engagement data suggests five strong vertical drama candidates can run five concept tests simultaneously at $75,000 to $100,000 total investment and identify which two or three to take to full production before committing any full production capital.
For IP holders who want to understand what their catalog's vertical drama adaptation potential looks like and which deal model fits their situation, reach out at business@axisaistudios.com.
FAQ
Does the IP Holder Need to Be Involved in the Production Process?
The IP holder's involvement in the production process is specified in the adaptation agreement. Minimum involvement: arc map review before scripting begins and paywall episode script review before production. These two review points confirm that the adaptation is faithful to the IP's core premise and character configurations without requiring the IP holder to manage the production. Maximum involvement: script review at every batch, generation sample review, and delivery acceptance. Most IP holders without entertainment production experience benefit from minimum involvement with a knowledgeable production partner managing the process.
Can an IP Holder License the Same Title to Multiple Production Companies Simultaneously?
No. The option agreement grants exclusive development rights. While the option is active, the IP holder cannot license the same title to another production company. After the option expires without exercise, the IP holder can license to a different production company. The exclusivity provision protects the production company's development investment and is a standard term in all three deal models.
What Happens to the IP After the Platform Distribution Window Expires?
The reversion schedule specified in the adaptation agreement determines what rights return to the IP holder after the platform exclusivity window expires. Standard reversion: the platform's distribution rights for the specific territory and term expire, and the production company retains the right to license the series to other platforms or distribution channels. The IP itself, the original novel or game, was never transferred: the IP holder always retained the underlying IP. What reverts is the production company's exclusive licensing arrangement with the primary platform, opening secondary territory and CTV distribution opportunities.
Further Reading
For the IP flywheel methodology that the Holywater catalog selection process described in this post is based on, the guide to how Holywater turns book platform data into vertical drama commissioning decisions covers the complete My Passion to My Drama pipeline in detail.
For the co-production deal structure that the co-production model described in this post uses, the guide to how to build a vertical drama co-production deal covers capital contribution structure, IP ownership split, and the specific provisions that protect each party's position.
For the validate-first pipeline that the concept test stage of the adaptation process described in this post follows, the guide to the industrialised pipeline covers the go metrics, stop numbers, and decision framework that determines whether the concept test data justifies full production commitment.
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