We provide consulting services that identify and implement high-value AI use cases to accelerate business innovation.
We design and implement AI use cases tailored to the unique requirements of industries such as manufacturing, finance, and retail.
We develop predictive AI models from enterprise data and deliver end-to-end services, including MLOps for continuous deployment and operation.
We discover and implement actionable business insights while providing a structured framework for sustainable AI operations.
We collect and refine enterprise data, build predictive AI models through analytics and machine learning, and generate insights that drive measurable business outcomes, including revenue growth, cost reduction, and operational efficiency.
We design and implement enterprise AI agents powered by Large Language Models (LLMs)
and Retrieval-Augmented Generation (RAG) technologies.
We build intelligent AI agents that integrate internal documents, customer data, and external knowledge sources within your business domain.
By combining real-time information retrieval with natural language generation, our RAG systems deliver context-aware conversational experiences beyond simple information lookup.
We design scalable enterprise systems that support long-term operation, data expansion, and continuous model retraining.
Data sources are processed through chunking and embedding, stored in a vector database, retrieved using semantic search, and used by an LLM to generate context-aware intelligent responses.
We provide consulting services that solve complex business challenges using mathematical optimization techniques.
We formulate and implement optimization models tailored to industries such as shipbuilding, energy, and logistics.
We apply optimization techniques including Linear Programming (LP), Integer Programming (IP/MIP), and Constraint Programming (CP).
We develop real-time optimization engines powered by commercial solvers such as Gurobi and CPLEX.
We deliver practical optimization solutions that reduce costs, improve productivity, enhance resource utilization, and ensure stable operations.
We establish parameter tuning and maintenance frameworks to ensure the long-term performance of optimization models.
OR-Based Optimization Cycle
We solve complex business challenges using mathematical optimization techniques. Our OR-based optimization cycle leverages commercial solvers such as Gurobi and CPLEX to generate optimal solutions, monitor performance, fine-tune parameters, and continuously improve operational outcomes.
Hanwha Ocean Ecotech