Solutions Engineering

Engineering Capabilities &
AI Architecture

We go from "demo" to production. We build digital ecosystems where AI, data, and interface work in unison.

Level 1: The Core

Intelligent systems that reason and execute. This is where automated business logic lives.

Autonomous Agents & Orchestration

The Problem:

"Your team wastes 40% of their time on repetitive tasks that require judgment, not just 'clicks'."

The Solution:

We design agent swarms (Agentic Workflows) capable of reasoning, using tools (tool-calling), and executing complex actions in your current systems.

Use Cases

  • Automated L1/L2 Support Agents
  • Outbound Lead Qualification (WhatsApp/Email)
  • Administrative Automation (n8n + LangChain)
Deliverable: Source Code, Agent Documentation, Exported Workflows.

RAG Systems & Corporate Memory

The Problem:

"Generic LLMs don't know your business and hallucinate. Your data is trapped in PDFs and Excel."

The Solution:

We implement RAG (Retrieval-Augmented Generation) architectures so AI 'reads' all your internal documentation in milliseconds and answers with 100% accuracy citing sources.

Use Cases

  • Chat with technical/legal manuals
  • Financial analysis on historical reports
  • Internal semantic search engine
Deliverable: Query API, Knowledge Management Panel, Vector DB Credentials.

Level 2: Data

The fuel of AI. Without clean and structured data, there is no intelligence.

Data Mining & Data Engineering

AI is only as good as the data that feeds it. We build robust extraction pipelines that resist DOM changes and anti-bot protections, transforming the chaotic web into structured databases.

Technical Differentiator:

  • Automatic cleaning and structuring (Unstructured Data → JSON)
  • Ethical scraping and rotating proxies for market monitoring
  • Synthetic Dataset Generation for Fine-Tuning
WhatsAppHubSpotCalendlyGoogle Sheets

AI APIs & Microservices

We don't just extract data, we make it accessible. We create custom API layers that expose your AI agents' logic to any platform.

Capabilities:

  • Scalable REST/GraphQL Endpoints
  • Webhooks for real-time integrations
  • Automatic OpenAPI/Swagger documentation

Level 3: Infrastructure

The vehicle where AI lives. Modern, reactive, and scalable interfaces.

Generative Interfaces (Web & Mobile)

We don't do static websites. We create "intelligence containers". React/Next.js applications optimized for text streaming, low latency, and adaptive user experiences.

AI-Ready Web Apps

SaaS Dashboards integrated with AI APIs and response streaming.

Generative UI

Interfaces that draw themselves in real-time based on conversation context.

Ready to scale?

We take your infrastructure to the next level with modern architectures.

Level 4: Strategy

Technical consulting to ensure your AI investment generates real ROI.

Technical & Strategic Consulting

We guide your C-Level and technical teams in AI adoption. From stack selection to security and scalability audits.

Focus Areas:

AI Architecture Design
Cost and Performance Audits
Technical Team Training

Our Engineering Process

Proven methodology to reduce risks and ensure results.

01

Discovery

Technical viability audit.

02

POC

Functional prototype in 1 week.

03

Development

API Integration and Vector DB.

04

Eval & Deploy

Hallucination and production tests.

Stop hiring "Webmasters". Hire AI Engineers.

Do you have a complex project in mind? Let's talk about architecture, data, and ROI, not colors and templates.

Wavys - Automatización Inteligente & Desarrollo Web | Expertos en IA