Deepfiction.ai is an Estonian startup founded in 2021 that is pioneering AI-powered narrative generation technology. It offers developers an API and tools for non-technical users to generate coherent stories, plotlines, character descriptions and complete narrative texts from prompts. The platform leverages large language models and custom-trained models to generate content in different styles, genres and logical consistency. Deepfiction has seen rapid early traction with customers across 40+ countries and raised $700K in pre-seed funding. It aims to become the leader in furthering narrative intelligence through platform enhancements and expanding into more verticals like education and journalism.

1. Black Friday Series

2. Deepfiction.ai: Pioneering AI-Powered Narrative
Generation
Introduction
Founded in 2021, deepfiction.ai is an Estonian startup pioneering AI-
powered narrative generation technology. Headquartered in Tallinn,
deepfiction.ai aims to revolutionize how stories and fictional content
are created for books, games, movies and more using the cutting edge
capabilities of large language models.
Deepfiction’s Offerings
Deepfiction offers developers an API providing narrative text
generation along with web interface tools for non-technical users. Key
capabilities include:
- Generate coherent stories, plotlines, and character descriptions from
prompts
- Completing narrative texts by inferring logical next
sentences/paragraphs
- Editing and iterating on AI-generated narrative content
- Fine-tuning language models with custom data for accurate context

3. - Integrating the narrative generation API into third-party apps
The platform is built atop large language models like GPT-3 and
Deepfiction’s custom-trained models. It allows for generating content
with different styles, genres, entities, and logical consistency.
Use Cases
Deepfiction enables a wide variety of AI-powered narrative
applications across domains like:
- Writing aids for authors to get AI-generated plot lines, character
sketches or content improvements
- Game development tools to auto-generate quests, character dialogues
and branching storylines
- Screenwriting software to help scriptwriters leverage AI for
developing movie scripts
- Interactive fiction apps with adaptive narratives
- Automated reporting tools that generate descriptions from data
- Educational applications that generate lesson stories for kids

4. The API is being used by writers, game studios, journalists and more to
enhance productivity.
Technology Overview
Deepfiction leverages cutting edge techniques in language AI
including:
- Transformer-based language models (GPT-3, Deepfiction LMs)
- Fine-tuning models on custom datasets
- Novel narrative consistency losses
- Logical contradictions detection
- Advanced text generation algorithms (beam search, nucleus
sampling)
- Integrations with timeline tracking tools
This enables generating contextually accurate, logically sound
narratives. The platform itself is built using Python, Tensorflow, React
and Docker.
Traction and Funding

5. Deepfiction has seen rapid early traction with customers across 40+
countries using its API to develop applications. Other key traction
highlights:
- Raised $700K in pre-seed funding through investors like Crane
Venture Partners
- Grant funding from the Estonian government
- Partnerships with narrative industry platforms
- Profiled by publications like TechCrunch for its innovative technology
The founders have extensive expertise across deep learning, natural
language processing and data science — technically leading the
narrative AI space.
Growth Outlook
Narrative generation from AI is an emerging space seeing surging
interest. Deepfiction with its early leadership has enormous room for
growth in the long run via:
- Expansion into more verticals — education, journalism, advertising
etc.

6. - Platform enhancements with multimedia narrative integrations
- Developing capabilities around interactive fiction experiences
- Fostering developer community for new innovations
- Getting more brands to fine-tune Deepfiction models for unique IPs
Over time, the startup could become an acquisition target for tech
giants interested in the intersection of AI and narratives — companies
like Google, Microsoft, or even Netflix. For now, though, deepfiction.ai
remains one of the pioneers in furthering narrative intelligence.
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Home | DeepFiction
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