AI-Powered Businesses

Origin - The human problem

What we're building is not just an AI, or just any assistant. It's something much deeper: an interface between the neurotypical world and neurodivergent people. It's a personalized cognitive scaffolding at the neuropsychological level.

Danea’s mission is to act as a cognitive interaction mask, a system that sits between the user and the AI to translate and adapt information to the needs of a non-normative mind. It's not about replacing AI, but rather serving as its adaptive and empathetic filter.

The Challenge - From Cognition to Code

The Strategic Challenge: How do you translate the complexity of a neuropsychological profile (with its strengths and challenges in working memory, time management, and hyperfocus) into a functional software architecture?

The Key Question: How do you build a system that not only responds but also understands context, remembers interactions, and proactively adapts to the user's changing cognitive states?

Understanding - Our Technical Empathy Architecture

The Strategic Challenge: How do you translate the complexity of a neuropsychological profile (with its strengths and challenges in working memory, time management, and hyperfocus) into a functional software architecture?

The Key Question: How do you build a system that not only responds, but also understands context, remembers interactions, and proactively adapts to the user's changing cognitive states?



To solve this challenge, we designed a cutting-edge architecture using a Google Cloud and Genkit technology stack. It's not just a chatbot, but an intelligent orchestration system that acts as the brain of the operation.

The How - Our CRAFT Methodology in Action

(C) Clear Picture: We map the needs of a neurodivergent user, identifying key pain points such as time management, working memory, and maintaining focus.

(R) Realistic Design: We design an architecture that doesn't rely on a "prompt monolith" but on an intelligent orchestration system.

(A) AI Application & Build: Using a cutting-edge technology stack (Google Cloud, Genkit, Vertex AI, Gemini), we built a working prototype with three key components:

• The Orchestrator (Genkit): The central "brain" that analyzes the user's intention.
• Short-Term Memory (Firestore): Stores the cognitive profile and context of the current conversation.
• Long-Term Memory (RAG System): A private, vectorized knowledge base that allows Danea to query specific, fact-based information, ensuring accurate and secure responses.

(F) Fine-tune & Refine: The system is in a constant cycle of refinement, learning and improving with each interaction.

(T) Train & Transfer: System knowledge and control are structured to be transferable and scalable to new business domains.

Communication - Visual architecture of flows and processes

Our mission at ewacorp is to bridge the gap between the complexity of Artificial Intelligence and the profitability businesses seek.

We make sure to communicate to stakeholders exactly how we designed the solution. The following is a simple flowchart that illustrates the interaction flow. The technical complexity is for our internal team or the technicians involved in data and information transfer.

Results - Beyond Technology

The Achievement: We have created a system that not only processes language but also models and supports a cognitive process.

Capability Transfer: Our experience building Danea has given us a unique ability to address any business challenge involving high complexity, sensitive information management, and the need for truly tailored solutions.

Our capabilities – your competitive advantage

The experience and methodology we developed while building Danea give us a unique ability: to understand and model complex systems.

Our ability to translate the subtleties of a human cognitive profile into a robust AI architecture ensures that we can understand your business processes with unmatched depth and precision.



If we can design a scaffolding for the human mind, we can, with complete confidence, build the working brain your business needs to thrive.