Defining literary quality in the age of AI

In a market where the bottleneck has shifted from production to selection, literary quality still lacks a scalable standard for structural manuscript assessment. We are building one, grounded in professional editorial judgement and designed for a market that is changing faster than existing processes can adapt. For publishers and literary agents who need a more consistent, reproducible and traceable foundation for assessment. For authors seeking a professional assessment they can act on.

Emily; transforms literary assessment into scalable intelligence.

Emily by Amace Storytelling

THE LITERARY MARKET

From a national print-era process to a global post-digital market.

The publishing industry has moved from national, print-based processes towards a more global, digital and multilingual market. New formats, faster publishing cycles and tighter margin pressure are changing how publishers work. But the process of assessing literary quality remains fundamentally the same.

As manuscript inflow grows, selection and assessment increasingly become a question of capacity. Every manuscript that does not have time to be properly assessed carries a cost: the risk of investing in the wrong work, or missing the right one. A publisher's time should be directed where it creates the most value, toward the manuscripts that deserve deeper attention.


A service for literary quality analysis and manuscript assessment.

We bridge the gap between professional literary judgement and AI infrastructure. Emily; transforms editorial experience into structured intelligence, a more systematic foundation for analysing, documenting and comparing manuscripts without replacing human judgement. The result is better handling of manuscript inflow, more consistent assessment and clearer prioritisation.

WHAT WE DO
emily; publisher

For publishers & literary agents

Emily; Publisher supports the editorial process from submission to decision. Incoming manuscripts can be sorted, pre-filtered and prioritised according to defined quality dimensions. Each manuscript can be assessed, documented and compared in a consistent way, with traceability in the assessment over time.

The result is a faster selection process, more consistent decisions and better conditions for identifying manuscripts with genuine potential earlier in the process.Emily; gives publishers a more structured overview of their entire manuscript inflow across genres, formats and over time.

emily; author

For authors

When a publisher reads your manuscript, it is assessed according to criteria developed through decades of professional editorial experience. Emily; Author uses the same foundation and gives you the result before that process takes place.

You receive structured feedback within minutes: what holds, what falters, and what needs to be developed before your manuscript is ready for its next step. No generic encouragement. A professional assessment or coaching you can act on.


Two products, one shared literary quality framework.


WHO WE ARE 

Amace Literary Systems

We are building a structurally systematised assessment standard for literary quality. Emily; is designed to complement what publishers and literary agents already have, giving them better conditions to manage faster publishing cycles, more formats and greater editorial complexity without losing consistency in their assessments.

Emily; has been developed at the intersection of editorial practice, professional manuscript assessment and technology. The framework is developed by a team of developers, editors, authors and entrepreneurs.

We do not replace editorial judgement. We make it more structured, traceable and scalable in an age of AI.

The framework in brief

Our platform gives publishers better conditions for handling manuscript selection with greater consistency and clarity. Every assessment is documented and traceable, making it possible to compare manuscripts across an entire inflow and over time.

Publishers can filter and prioritise by genre, format, series potential or geographic focus. The tool can be configured to each publisher's norms, preferences and editorial workflows, and adjusted by weighting quality dimensions according to their editorial priorities.

Calibrated by professional editors. Grounded in real manuscripts. Built for consistency over time. Developed with clear respect for copyright as a central principle.

Governed

Editor-calibrated

1-100

Quality index

Minutes

Not weeks


Rooted in Swedish literary expertise. Designed for the global literary market.

Meet us at Bokmässan, Gothenburg Book Fair on September 24-27, 2026


what sets us apart

Emily; is a new category of literary intelligence.

The publishing industry is built on subjective literary judgement. We transform that judgement into structured intelligence. Emily; analyses manuscripts structurally, applies a consistent evaluation framework and produces reproducible literary assessments. This knowledge already exists within every experienced editor. All we do is digitise it and make it traceable and scalable.

A language model can read a manuscript and return an impression. What it cannot do is place that assessment within a calibrated framework, built on professionally evaluated reference texts and validated against the judgement of experienced editors over time. Emily; does not rely on AI that approximates literary quality statistically. It relies on a quality framework defined and calibrated by professional editors, grounded in real manuscripts. That is what makes the assessment consistent, reproducible and traceable.

Knowing which manuscripts deserve a publisher’s full attention.

Participation

We offer selected publishers, literary agents and authors early participation to our services. If you are a publisher, literary agent or author, we would love to hear from you.

One day Alice came to a fork in the road and saw a Cheshire Cat in a tree.
“Which road should I take?” she asked.
“Where do you want to go?” was his response.
“I don’t know.” Alice answered.
“Then it doesn’t matter which road you take,” said the Cat.

Adapted from Lewis Carroll, Alice’s Adventures in Wonderland (1865)


Narrative intention defines the path.

Emily; by Amace