By Dustin Stone, RTN editor – 4.14.2026
Labor has become one of the most complex and least predictable variables in foodservice operations. Between fluctuating demand, staff shortages, rising salaries and increasingly strict labor regulations, workforce management is no longer just an administrative function. This is a major operational issue with a direct impact on profitability. This is the context behind the latest round of funding for Nestoa German company that raised $12 million in growth equity from Shipping Growth Capital.
Founded in 2017 by engineers at the Karlsruhe Institute of Technology, Nesto focused on a specific problem: aligning workforce with demand in a way that was both efficient and operationally realistic. Its platform combines demand forecasting, shift scheduling, time tracking and payroll into one system, using AI to connect data points that are often managed separately.
At the functional level, the approach is simple. The platform analyzes historical sales data and combines it with external signals such as weather conditions, local events and seasonal trends. Based on this information, it generates staffing forecasts weeks in advance and translates these forecasts into work schedules that take into account employee availability, labor laws and cost targets.
What sets it apart from traditional scheduling tools is the level of automation. Instead of managers setting schedules manually and reactively adjusting them, the system is designed to automatically produce a baseline schedule, with human oversight focused on refinement rather than construction. This is not a niche use case. Nesto reports that its platform is already deployed in more than 3,000 locations, with more than 100,000 daily users ranging from independent operators to large chains. This level of adoption suggests that the demand for more structured, data-driven workforce planning is not limited to enterprise environments.
The company also reports measurable performance improvements, including productivity gains of more than 10%, planning time reductions of up to 80%, and forecast accuracy approaching 90% under optimal conditions. While these numbers depend on the quality of implementation and operational context, they reveal a broader trend. Even incremental improvements in labor efficiency can have an outsized impact in an industry where margins are often tight.
The timing of the investment is remarkable. In the hospitality sector, operators are under pressure to do more with fewer resources. Staffing levels remain inconsistent and staff turnover continues to be a challenge. At the same time, customer expectations for speed and service have not diminished. This creates a need for systems that can help operators allocate labor more precisely, rather than simply reduce it.
Workforce management has historically been treated as a secondary system, often separate from revenue management, point of sale, and customer engagement platforms. This separation becomes more and more difficult to maintain. Work decisions are increasingly tied to demand signals, and these signals come from across the business, including reservations, online orders and event bookings. This is where platforms like Nesto are gaining ground. By positioning workforce management as a data-driven function closer to the core of operations, these systems begin to act as a coordination layer between revenue and execution.
The competitive landscape reflects this change. Established workforce management providers such as UKG, ADPAnd Ceridian have long offered work scheduling and management capabilities, primarily focused on enterprise compliance, payroll, and human resources workflows. More recently, platforms specific to the hotel industry such as 7 teams, Hot times And Deputy have gained traction by adapting planning and communication tools to restaurant operations.
What sets new entrants like Nesto apart is their emphasis on AI-driven prediction and automation as a core design principle rather than as an add-on feature. Instead of focusing primarily on planning or compliance, these platforms aim to integrate demand signals, workforce planning, and execution into a more unified system. This positioning places them somewhere between traditional workforce management tools and broader operational platforms, with the potential to influence how labor decisions are made across the entire enterprise.
Consolidation also has a practical advantage. Many restaurants still rely on a combination of tools for scheduling, time tracking and payroll, often requiring manual reconciliation between systems. Bringing these functions together on a single platform reduces administrative overhead and improves data consistency. For operators, this can mean better visibility and fewer operational gaps.
Nesto’s roadmap reflects this change. The company plans to use this new funding to expand its AI capabilities, strengthen its data infrastructure and accelerate its international growth. The broader goal is to position its platform not just as a planning tool, but also as a more comprehensive operating system for workforce management.
This ambition aligns with a broader movement in hotel technology. Systems once focused on individual tasks are evolving into more integrated platforms that manage multiple aspects of the operation. The benefit is not only efficiency, but also the ability to make more coordinated decisions within the company.
At the same time, there are limits to what technology alone can solve. Workforce planning is intrinsically linked to human factors, including employee preferences, local working conditions and management practices. AI can improve forecasting and reduce manual work, but it still relies on accurate data and thoughtful implementation.
The challenge for operators is to integrate these tools into existing workflows without adding complexity. The most effective deployments are generally those in which the system supports decision-making without replacing it entirely. The investment in Nesto suggests that investors see workforce management as an area where this balance is achievable. The combination of a clear operational need, measurable ROI and increasing data availability makes this a logical focus for further development.
As the hospitality industry continues to adapt to a more volatile operating environment, the ability to align staff with demand in a consistent and scalable manner will likely become more important. Platforms that can translate data into practical planning decisions are well-positioned to play a larger role. Nesto’s latest funding round doesn’t redefine the category, but it does strengthen its focus. Workforce management is moving closer to the center of restaurant operations, and systems that can support this shift are increasingly attracting the attention of operators and investors.