Machine Learning Solutions

Intelligence Engineered
for Business Impact

We architect custom AI systems that transform data into strategic advantage for South Africa's leading enterprises. From enterprise RAG implementations to autonomous agent workflows, we build world-class solutions that deliver measurable ROI.

What We Build

Specialized AI solutions designed to solve complex business challenges and unlock new opportunities.

Enterprise RAG Systems

Secure, accurate knowledge retrieval systems that make your internal data instantly searchable and actionable with state-of-the-art retrieval-augmented generation.

Pinecone LlamaIndex OpenAI

AI Agent Automation

Intelligent agentic workflows that automate complex, high-cognitive tasks—from customer support to data analysis—with human-like reasoning.

LangChain CrewAI AutoGen

Predictive Intelligence

Advanced recommendation and personalization engines that adapt to user behavior, driving engagement, retention, and conversion.

TensorFlow PyTorch Scikit-learn

How We Work

We don't just build AI systems—we engineer solutions that integrate seamlessly with your business processes. Our approach is iterative, collaborative, and focused on delivering tangible value at every stage.

1

Discovery & Scoping

We start by understanding your unique challenges and defining success metrics.

2

Prototype Development

Rapid iteration on a functional prototype to validate the approach and value.

3

Production Implementation

Robust engineering and deployment with focus on scalability and maintainability.

project_dewet.py
import dewet_technologies as dt

# 1. Define business objective
objective = "Increase customer retention by 15%"

# 2. Architect AI solution
solution = dt.architect(
    problem=objective,
    approach="rag_personalization",
    constraints={"budget", "timeline", "data_privacy"}
)

# 3. Deploy with ROI tracking
roi = dt.deploy(solution, monitor=True)

# Results delivered
print(f"Retention increased by {roi.retention_gain}%")

Our Technology Stack

We leverage cutting-edge tools and frameworks to build robust, scalable AI solutions.

AI Frameworks

LangChain, LlamaIndex, AutoGen, CrewAI

Vector Databases

Pinecone, Weaviate, Qdrant, Chroma

LLMs & Models

GPT-4, Claude 3, Llama 3, Gemini, Mixtral

Infrastructure

FastAPI, Docker, Kubernetes, AWS, GCP

Let's Build Something Exceptional

Ready to transform your data into a competitive advantage? Get in touch for a free project assessment.

We'll get back to you within 24 hours to schedule a consultation.

leon@detwet.com 084 866 2418