Harumi is an AI-driven platform specializing in optimization and decision support, designed to enhance efficiency in operations research and data science. The company's mission is to empower businesses with advanced algorithms and tools that facilitate smarter decision-making processes. By integrating artificial intelligence with mathematical modeling, Harumi aims to revolutionize how organizations approach complex operational challenges.
Key Strategic Focus
Harumi's strategic focus centers on delivering an end-to-end platform that streamlines optimization modeling and machine learning. The core objectives include accelerating project delivery by reducing development time for complex models by up to 98%, boosting productivity through comprehensive documentation and research tools, and achieving higher accuracy with fine-tuned large language models (LLMs) and AI agents dedicated to mathematical optimization. The platform caters to various industries requiring sophisticated decision support systems.
Technological Platform and Innovation
Harumi distinguishes itself through its proprietary AI-supported mathematical modeling platform, which offers:
- Data Preprocessing: Seamless integration with data sources, enabling efficient processing of company data for use in mathematical models.
- Coding Flexibility: Support for multiple programming languages, allowing users to code in their preferred language while the platform analyzes code complexity, performance, and runtime requirements.
- Integrations and APIs: Compatibility with leading mathematical solvers like Gurobi and CPLEX, and deployment of models through APIs and a user-friendly interface.
- AI Chat and Assistance: Real-time assistance and expert solutions for complex problem-solving, including help in defining problems, variables, and constraints.
- Interactive Content Blocks: Dynamic content creation with interactive blocks for code, tables, variables, and images, enhancing flexibility and ease of use.
These innovations position Harumi as a leader in providing comprehensive optimization solutions.
Leadership Team
Harumi's leadership comprises experienced professionals with diverse backgrounds:
- Miriam Koga, Founder & CEO: Former founding team member at TRACTIAN, with a background in materials engineering from the Georgia Institute of Technology. She has been recognized with 46 awards in STEM competitions and is a gold medalist in the Latin American Astronomy and Astrophysics Olympiad.
- Marcel Nicolay, Founder & CTO: Co-founder of Malga (YC S21) with 18 years of experience in technology. He previously served as CTO of Evino, leading the creation of payment platforms and APIs for companies like iFood, and has developed open-source projects in Python.
The leadership team is supported by advisors such as Michael Lehmann, former Finance Manager at Volkswagen; Ernée Filho, operations research expert at Mercado Livre; and Weber Porto, former president at Evonik.
Competitor Profile
In the optimization and decision support industry, Harumi faces competition from established entities like Gurobi Optimization and IBM's CPLEX.
- Gurobi Optimization: Offers a powerful mathematical optimization solver used across various industries for complex decision-making problems.
- IBM CPLEX: Provides optimization solutions that help businesses improve efficiency and reduce costs through advanced analytics.
These competitors focus on delivering robust optimization tools, but Harumi differentiates itself by integrating AI-driven capabilities and user-friendly interfaces to enhance productivity and accuracy.
Strategic Collaborations and Partnerships
Harumi collaborates with leading mathematical solver providers such as Gurobi and CPLEX, ensuring seamless integration and enhanced functionality for users. These partnerships strengthen Harumi's market position and innovation capacity.
Operational Insights
Harumi's strategic considerations include maintaining a competitive edge through continuous innovation in AI and optimization technologies. By focusing on user-centric design and comprehensive support features, Harumi aims to address the evolving needs of businesses seeking efficient decision support systems.
Strategic Opportunities and Future Directions
Looking ahead, Harumi plans to expand its platform's capabilities by incorporating more advanced AI features and extending its reach into new markets. The company's strengths in AI-driven optimization and a robust technological platform position it well to capitalize on emerging opportunities in operations research and data science.
Contact Information
- Website: harumi.io
- LinkedIn: Harumi LinkedIn
- TikTok: Harumi TikTok
Harumi is headquartered in Delaware, USA.
