AI-Powered Operational Planning for Heavy Industry

AI-Powered Operational Planning for Heavy Industry

Our investment in Algo Artis.

June 9, 2026

Summary

ALGO ARTIS makes an AI-driven planning and scheduling solution purpose-built for highly complex industrial operations. Salesforce Ventures is proud to lead the company’s Series B as it works to revolutionize operational planning globally.

  • Founder: Kentaro Nagata
  • Sector: Industrial AI / Optimization
  • Location: Tokyo, Japan

The Opportunity

The world’s critical infrastructure industries — energy, manufacturing, chemical, and logistics sectors — are held together by operational planning. Every day, skilled engineers at power plants, petrochemical facilities, and shipping companies manually construct intricate schedules involving hundreds of interdependent variables. Getting these plans right or wrong can translate into substantial financial consequences. 

Despite sweeping advances in AI and digital transformation, these mission-critical planning workflows have remained manual. Real-world operational constraints are so numerous and facility-specific that conventional tools like spreadsheets, schedulers, and off-the-shelf optimization platforms simply cannot account for all of them. As a result, some of the most consequential operational decisions still depend on a small number of legacy tools and workflows, creating risks around knowledge concentration and workforce attrition. 

The Solution

ALGO ARTIS develops OPTIUM Series, an AI-driven planning and scheduling solution purpose-built for highly complex industrial operations. Unlike conventional tools that approximate or overlook difficult constraints, OPTIUM models the full extent of each client’s operations and generates optimal plans within practical timeframes. This approach enables faster, higher-quality decision-making while saving workers hours of time and effort. 

What sets ALGO ARTIS apart is the depth of their integration. OPTIUM covers vessel scheduling, production scheduling, storage optimization, and logistics planning — and is tailored to each client’s operational logic, with interfaces built for the people running the facility. The result is a decision-making platform that is genuinely adopted and trusted in production environments.

At the heart of the product is a thoughtful human-AI collaboration model: OPTIUM handles the combinatorial complexity that is objectively solvable by algorithm, while preserving human judgment for decisions involving strategic trade-offs. AI and operator work interactively, and the operator remains in the driver’s seat.

Why We’re Backing Algo Artis

ALGO ARTIS combines deep engineering rigor with a firsthand understanding of how industrial operations‌ run and a track record of software that holds up under daily industrial use.

Founded in July 2021 as a spin-off from DeNA, the ALGO ARTIS team includes competitive programmers with top-tier international track records — bringing the same algorithmic thinking that wins global competitions to problems that have stumped the industry for decades. 

What’s more, the market opportunity is substantial. Japan’s infrastructure and heavy production industries make up a meaningful share of the overall market, much of which is shaped by planning quality.  Leading enterprises across energy, chemicals, manufacturing, and transportation, including Kansai Electric Power, Cosmo Oil, and Nippon Paper already trust ALGO ARTIS. Each deployment delivers substantial and measurable value in cost savings and risk reduction, reflecting how deeply the product integrates into mission-critical operations. 

We’re also excited about ALGO ARTIS’s trajectory toward commercializing and delivering reproducible solutions, beginning with production scheduling for the chemical, pharmaceutical, and automotive industries. This innovation will enable the company to expand its influence across a broader range of industries.

What’s Ahead

The challenge of optimizing complex industrial operations is not unique to Japan. Power plants, petrochemical facilities, and logistics networks face the same planning pressures globally — and the opportunity to build a planning optimization platform deployed at scale across all of these sectors remains largely uncaptured.

We’re proud to lead this Series B round alongside existing shareholders UTEC, DeNA, and K4 Ventures, and to support ALGO ARTIS on its journey to transform the operational backbone of the infrastructure industry.