Companies in Optimization Solvers
There are 101 companies in Optimization Solvers which include Harmonic, Optilogic, Gurobi, Hiverge, Frontline Systems. 21 companies in Optimization Solvers are funded, with 6 having secured Series A funding. Till date, the sector has seen the creation of 1 Unicorn. United States has the most number of companies in Optimization Solvers (44), followed by France
(8), and then Germany (7).
2026 has seen the creation of 3 Optimization Solvers companies. On average, the last 10 years have seen 3 new companies launched every year. Most number of Optimization Solvers startups have been founded by alumni from University College London, Carnegie Mellon University and IIM Calcutta.
Here is a List of top companies in Optimization Solvers
1. Harmonic
Developer of mathematics AI models. It leverages AI technology to solve complex mathematical problems. It is offering extensive possibilities for applications across various industries.
Key facts about Harmonic
- Founded Year: 2023
- Location: Palo Alto (United States)
- Stage: Series C
- Total Funding till date: $295M
- Investors: Sequoia Capital, Ribbit Capital and 14 Others
- Latest Funding Round: Series C, Nov 25, 2025, $*****
- Tracxn Score: 63/100 What is this?
- Competitors Rank: 15 of 220 Competitors
2. Optilogic
Cloud-based optimization solution provider. Features include workspace runtime, solver hours, model library access management, collaboration management, solve resources, API simulator management, API access management, and more.
Key facts about Optilogic
- Founded Year: 2012
- Location: Ann Arbor (United States)
- Stage: Series B
- Total Funding till date: $53M
- Investors: MK Capital, NewRoad Capital Partners and 4 Others
- Latest Funding Round: Series B, Apr 08, 2025, $*****
- Tracxn Score: 56/100 What is this?
- Competitors Rank: 2 of 49 Competitors
3. Gurobi
Developer of optimization and mathematical programming software for decision intelligence. The software facilitates problem-solving across various industries, offering tools for optimization, simulation, and prescriptive analytics. It provides capabilities for data scientists, operations researchers, business leaders, academics, consultants, and ISVs. The software integrates with existing systems and offers support through documentation, experts, and community resources.
Key facts about Gurobi
- Founded Year: 2008
- Location: Beaverton (United States)
- Stage: Series A
- Investors: Thompson Street Capital Partners and Fidus Investment
- Latest Funding Round: Series A, Jan 03, 2018, $*****
- Tracxn Score: 50/100 What is this?
- Competitors Rank: 3 of 49 Competitors
4. Hiverge
Developer of an AI discovery engine that writes optimisation algorithms. The engine automatically generates algorithms for complex optimisation problems based on defined metrics. It deploys agents in parallel to optimise code, addressing challenges such as training AI models and solving combinatorial problems. The technology aims to simplify the process of finding suitable algorithms.
Key facts about Hiverge
- Founded Year: 2024
- Location: Cambridge (United Kingdom)
- Stage: Seed
- Total Funding till date: $5M
- Investors: Flying Fish Ventures, Ahren and 7 Others
- Latest Funding Round: Seed, Sep 17, 2025, $*****
- Tracxn Score: 48/100 What is this?
- Competitors Rank: 1 of 11 Competitors
Cloud based decision support software for enterprises. It offers an excel plugin for statistical analysis. It offers analytics tools to analyze the data and derive insights to support the decision making process. It offers risk analysis tool that allows users to explore scenarios, and calculate the impact of parameters and decisions in real time. Offering includes mathematical optimization, data science, simulation, and more. It caters its solution to industries such as transportation, agriculture, finance, and more.
Key facts about Frontline Systems
- Founded Year: 1987
- Location: Reno (United States)
- Stage: Unfunded
- Tracxn Score: 48/100 What is this?
- Competitors Rank: 10 of 198 Competitors
