Enigmatix Global
HomeEducationCase study · P-021
Education · AI writing platform

Learn 05 — AI writing copilot for authors.

An AI-powered writing platform helping authors draft books, novels and screenplays faster — editor, story-structure engine, cloud manuscript store and AI illustrations in one.

Selected clients · 2010 – today
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/01
The problem

The challenge.

Authors switched between a word processor, an outlining tool, cloud storage and a handful of AI sites — losing flow and context.

The client wanted a single environment where LLMs, story structure and manuscript management lived together.

AI outputs had to respect a project's continuity — characters, world-building, tone.

/02
The plan

Our approach.

Built a rich Angular editor with scene, chapter and beat structure and a project-level memory passed to the LLM.

Wrapped OpenAI for text generation and Stable Diffusion for cover and character art.

Added export pipelines for common ebook and screenplay formats.

Shipped collaboration primitives so co-authors and editors work on the same manuscript with comments.

/03
The result

The outcome.

Authors draft without tab-switching across four different tools.

AI outputs stay on-world because project memory is first-class.

Manuscripts move from draft to export without manual reformatting.

Engineering stack

What it was built with.

The exact tools in the delivered system. We pick the stack to fit the problem and the team — not the trend cycle.

/01Django
/02Angular
/03PostgreSQL
/04OpenAI API
/05Stable Diffusion
/06S3
Trusted by our clients

What partners
tell us.

Most clients renew for a second engagement. The ones who don't usually hire someone from our team to run the project in-house.

We are a mental health charity and not tech minded. We needed to improve our patient registration system but wanted a company that we can relate to. Hassan took the time to meet with me and patiently went through our process to find a personalised solution for us. Hassan's team did a great job streamlining our process and connected our registration system to our patient management software. Whenever we have a glitch, they resolve this quickly. Cloudini provides a personal and efficient service and we have adopted them to be our IT provider.
Tien Kuei, CEO at Power to Live Foundation
Tien Kuei
CEO · Power to Live Foundation
I am writing to wholeheartedly recommend Cloudini as a premier bespoke software development agency. Our journey with them has been nothing short of exemplary, far exceeding our initial expectations. While many agencies can develop based on strict specifications, Cloudini demonstrated an incredible commitment to our project that was truly unparalleled.
Robert McPherson, Managing Director at RBM Global Ltd
Robert McPherson
Managing Director · RBM Global Ltd
Dragonfly has been working with the team at Cloudini for several years now on building out our web-based platform and APIs. One of their strengths is quickly building out a multi-disciplinary team to work on the development and delivery of features with different technical requirements. Their support has allowed us to accelerate our development work without building an internal team. They have also worked seamlessly with other third parties both during the acquisition of Dragonfly and development of our mobile app. Cloudini has been instrumental in bringing our ideas to life and providing guidance to help us make the best technical decisions. I would recommend getting in touch with them if you're looking for support.
Rebecca Palser, COO at Dragonfly
Rebecca Palser
COO · Dragonfly
Frequently asked

Answers before you ask.

  • We've been building software since 2010 — 16 years of delivery across finance, healthcare, retail, logistics, energy, the public sector, and beyond. We're a consultancy, not a body-shop, and we've kept the same engineering discipline across every engagement shape.

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