Re: Application Development Roadmap

Semantic Web / GenAI enabled EAI (Enterprise Application Integration)
Framework

This blog post covers the inception phase documentation links related to a
novel approach of doing EAI through the use of Functional / Reactive
Programming leveraging GenAI and Semantic Web (graphs) and also the
implementation of a novel approach of doing embeddings, not only for
similarity calculation but also for relationships inference, query and
traversal in an algebraic fashion.

https://sebxama.blogspot.com/2025/08/eai-framework.html (recent updates
from previous post sent as attachments)

Start reading RoadmapDetail3.1.pdf and RoadmapDetail3.6 (Algebraic
Embeddings) to see if it is worth for you to continue reading...

Best,
Sebastian Samaruga.


On Sat, Aug 2, 2025, 12:08 AM Sebastian Samaruga <ssamarug@gmail.com> wrote:

> It's amazing how an LLM (Gemini in this case) organizes and unfolds
> content in source documents and given prompts. It could not be General AI
> yet but is of great help.
>
> From ApplicationService.pdf (original document) via successive prompts
> achieved RoadmapDetail1.4 (1).pdf.
>
> Then, with this whole context prompting successive times obtained
> RoadmapDetails 3.0, 3.1 and 3.2.
>
> Its funny how Gemini has also crafted acronyms for concepts derived from
> the contexts or prompts given. In this case regarding a novel strategy to
> build "semantic embeddings" using FCA (Formal Concept Analysis) relation
> contexts not only for similarity calculation but also for relationships
> inference.
>
> The whole idea remains the same of previous post I've sent to the list.
> From the BRD document:
>
> "1. Executive Summary
> In today's competitive landscape, organizations are often hampered by a
> portfolio of disconnected legacy and modern applications. This creates
> information silos, manual process inefficiencies, and significant barriers
> to innovation. The Unified Application Integration Framework project is a
> strategic initiative designed to address these challenges head-on.
> The project's core goal is to "integrate diverse existing / legacy
> applications or API services" by creating an intelligent middleware layer
> [Source: ApplicationService.pdf, Overview]. This framework will
> automatically analyze data from various systems, understand the underlying
> business processes, and expose the combined functionality through a single,
> modern, and unified interface.
>
> By breaking down data silos and enabling seamless interaction between
> applications, this initiative will unlock significant business value. It
> will accelerate the development of new products and services, improve
> operational efficiency, provide deeper business insights, and create a more
> agile and responsive organization. This document outlines the business
> drivers, objectives, and requirements for this critical project."
>
> I'm posting (again) into this lists trying to gather collaboration for the
> development of a comprehensive system specification for a Business
> Applications Integration Framework leveraging a semantic infrastructure
> stack. Please let me know if this is the right place.
>
> Online (for updates):
>
>
> https://sebxama.blogspot.com/2025/08/application-service-srs-implementation_1.html
>
> https://sebxama.blogspot.com
>
> Regards,
> Sebastián Samaruga.
>
>