登录查看更多内容

You’re tasked with operational planning. What software can help you forecast more accurately?

由人工智能和领英社区提供技术支持

Operational planning is the process of defining and executing the actions and resources needed to achieve your strategic goals. It involves setting objectives, allocating budgets, scheduling tasks, monitoring performance, and adjusting plans as needed. Operational planning requires accurate forecasting to anticipate demand, optimize capacity, reduce costs, and improve customer satisfaction. But how can you forecast more accurately in a dynamic and uncertain environment? In this article, we will explore some software options that can help you with operational planning and forecasting.

本文章的要点总结

Integrate your data sources:

Data integration software consolidates and standardizes information from various platforms. This ensures you have consistent, accurate data, improving your forecasting accuracy and operational planning.### *Leverage forecasting tools:Forecasting software uses historical data and trends to predict future demands and outcomes. By incorporating various methods like machine learning, it enhances decision-making and resource allocation for better operational performance.

本摘要由 AI 和以下专家提供支持

George Gonzales Carpio

Gerencia de Operaciones - Supply Chain…
Pradip Tiwary

Vice President Business Operations |…

1 Data integration software

One of the challenges of operational planning is to gather and analyze data from different sources, such as sales, inventory, production, finance, and customer feedback. Data integration software can help you to consolidate and standardize data from various systems and platforms, such as ERP, CRM, POS, and BI. Data integration software can also automate data quality checks, transformations, and updates, ensuring that you have reliable and consistent data for your operational planning. With data integration software, you can improve your data visibility, accuracy, and accessibility, and avoid errors and inconsistencies that can affect your forecasting.

添加您的观点

Pradip Tiwary

Vice President Business Operations | Operations Improvement | B2B Lead Generations | ABM | Operational excellence | Top Lead Generation Voice | Market Research | Data Guru.
举报内容
Historical data analysis, trend identification, and insight generation are all facilitated by BI tools. Leveraging their advanced analytics capabilities, these tools enable predictive modeling and forecasting, thereby enhancing the accuracy of operational planning.

已翻译

赞
Aniza Khan

Digital Marketing & Business Operations
举报内容
Advanced planning and forecasting software leveraging AI and machine learning algorithms can help significantly improve forecast accuracy. Solutions like Anaplan and RELEX are purpose-built for operational planning and use statistical modelling along with predictive analytics to account for variability and provide reliable forecasts.

已翻译

赞
Danish Midha

Seasoned HR professional specializing in helping startups define and optimize HR operations, driving professional growth and organizational success.
举报内容
While Tableau is primarily known as a data visualization tool, it can also be used for forecasting and predictive analytics. By integrating with other data sources and leveraging advanced analytics capabilities, businesses can create customized forecasting models and visualize future trends more effectively.

已翻译

赞
TALEA ALASMARI , SPP, KPIP, EXP, CIMP , CSERP, OPP, Power BI

Quality Supervisor at Royal Commission | Quality Management Expert | Educational Excellence Advocate | Helping organizations achieve high-performance standards through quality improvement strategies.
举报内容
Software options that can help with accurate forecasting in operational planning include Enterprise Resource Planning (ERP) systems, demand planning software, business intelligence (BI) tools, advanced analytics and data science platforms, inventory management software, financial planning and analysis (FP&A) software, and time series forecasting tools. These tools utilize historical data, statistical models, machine learning, and other algorithms to generate precise forecasts for operational planning purposes.

已翻译

赞

2 Forecasting software

Forecasting software can help you to generate and compare different scenarios and outcomes for your operational planning, based on historical data, trends, patterns, and assumptions. Forecasting software can use various methods and models, such as regression, time series, machine learning, and simulation, to predict future demand, supply, costs, and revenues. Forecasting software can also incorporate external factors, such as market conditions, competitor actions, and customer behavior, to adjust your forecasts accordingly. With forecasting software, you can improve your decision making, risk management, and resource allocation, and optimize your operational performance.

添加您的观点

Pradip Tiwary

Vice President Business Operations | Operations Improvement | B2B Lead Generations | ABM | Operational excellence | Top Lead Generation Voice | Market Research | Data Guru.
举报内容
Through the utilization of CPFR software, collaboration between trading partners in the supply chain is strengthened. This software contributes to improved forecasting accuracy by actively involving multiple stakeholders in the planning process.

已翻译

赞
Vinicios Santos da Silva

Inteligência e Planejamento Operacional | Análise de Dados | Processos e Melhoria Contínua
举报内容
Hoje é essencial o emprego de Data Science para realizar previs?es, algoritmos de Machine Learning s?o muito bons em realizar previs?o através de Séries Temporais, o que demonstra a tendência de uma ou mais variáveis do deu processo de acordo com a forma que ele está performance ao longo do tempo. é claro que é possível a aplica??o de estatística como Regress?o Linear para essa atividade, mas o trabalho se torna massivo e a capacidade de processamento de grande volumes de dados é limitado se comparado com a capacidade computacional explorada em Data Science.

已翻译

赞

3 Planning software

Planning software can help you to translate your forecasts into actionable plans and schedules for your operational activities, such as production, distribution, procurement, and staffing. Planning software can help you to define and prioritize your goals, allocate your resources, assign your tasks, and track your progress. Planning software can also help you to coordinate and communicate with your team members, stakeholders, and customers, and ensure that everyone is aligned and informed. With planning software, you can improve your efficiency, productivity, and collaboration, and deliver your operational results on time and within budget.

添加您的观点

加载更多内容

4 Dashboard software

Dashboard software can help you to monitor and evaluate your operational performance and compare it with your forecasts and plans. Dashboard software can help you to create and customize visual reports and charts that display your key performance indicators (KPIs), such as quality, cost, delivery, and customer satisfaction. Dashboard software can also help you to identify and analyze deviations, gaps, and trends, and alert you to potential issues and opportunities. With dashboard software, you can improve your accountability, transparency, and feedback, and adjust your operational plans as needed.

添加您的观点

5 Simulation software

Simulation software can help you to test and validate your operational plans and forecasts before implementing them in the real world. Simulation software can help you to create and run virtual models that mimic the behavior and interactions of your operational system, such as processes, resources, constraints, and risks. Simulation software can also help you to experiment with different variables, parameters, and scenarios, and measure and compare their impacts and outcomes. With simulation software, you can improve your innovation, learning, and optimization, and avoid costly and risky mistakes and failures.

添加您的观点

6 Here’s what else to consider

This is a space to share examples, stories, or insights that don’t fit into any of the previous sections. What else would you like to add?

添加您的观点

George Gonzales Carpio

Gerencia de Operaciones - Supply Chain | Consumo Masivo | Industrial
举报内容
Hay que recordar que un software NO ES LA SOLUCION ABSOLUTA al problema del pronóstico. Creo que la eleccion de alguna herramienta o software tambien va a llevar a prepararse al planeador sobre entender el mercado, el comportamiento del consunidor, con el fin de analizar y confirmar que el software esta brindando outputs correctos. Por otro lado, sugiero revisar herramientas de machine learning como regresion logistica o redes neuronales que son mucho mas potentes que los softwares tradicionales.

已翻译

赞
Pradip Tiwary

Vice President Business Operations | Operations Improvement | B2B Lead Generations | ABM | Operational excellence | Top Lead Generation Voice | Market Research | Data Guru.
举报内容
By leveraging machine learning platforms, organizations can create customized forecasting models. These platforms have the capacity to analyze complex data sets, identify patterns, and provide predictions, ultimately improving the accuracy of operational planning.

已翻译

赞

Operational Planning

+ 关注

给文章评分

我们借助人工智能创建了此文章。您认为这篇文章怎么样？

很棒不太好

举报此文章

查看全部

You’re tasked with operational planning. What software can help you forecast more accurately?

1

2

3

4

5

6

1 Data integration software

2 Forecasting software

3 Planning software

4 Dashboard software

5 Simulation software

6 Here’s what else to consider

Operational Planning

给文章评分

感谢您的反馈

更多Operational Planning相关文章

更多相关阅读内容

You’re tasked with operational planning. What software can help you forecast more accurately?

1

2

3

4

5

6

1 Data integration software

2 Forecasting software

3 Planning software

4 Dashboard software

5 Simulation software

6 Here’s what else to consider

Operational Planning

给文章评分

感谢您的反馈

查看其他技能