{"id":18928,"date":"2024-02-27T14:46:05","date_gmt":"2024-02-27T14:46:05","guid":{"rendered":"https:\/\/www.botsitter.com\/?p=18928"},"modified":"2026-08-26T19:56:16","modified_gmt":"2026-08-26T19:56:16","slug":"mastering-demand-planning-a-guide-to-accurate","status":"publish","type":"post","link":"https:\/\/www.botsitter.com\/?p=18928","title":{"rendered":"Mastering Demand Planning: A Guide to Accurate Supply Chain Forecasting Supply Chain and Logistics Magazine"},"content":{"rendered":"<p><img decoding=\"async\" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"258px\" alt=\"logistics demand planning\"\/><\/p>\n<p><p>Experienced demand planners typically begin their process by using descriptive analytics data to develop a testing baseline. Smart companies rely on metrics reports that help them prepare their data through increasingly sophisticated data mining and aggregation techniques. To process complex  projections, effective demand planning requires ample amounts of data. Trade promotions and other marketing strategies use special events (for example, discount prices, in-store giveaways) to spike consumer demand. Survival in the retail jungle depends on sparking the interest of potential customers. These factors can include demand drivers, demand patterns, inventory levels and historical sales.<\/p>\n<\/p>\n<p><p>It provides the early visibility needed to make smarter inventory and production decisions, keeping your shelves stocked and your customers returning. Demand planning is not just a supply chain function; it\u2019s a core business process that drives strategic alignment, financial performance, and customer satisfaction. Demand planning aims to create a realistic and actionable view of future demand so the organization can align supply, resources, and investments accordingly. Demand planning is the process of using analytics, data, insights, and experience to make predictions and respond to <a href=\"http:\/\/emergingequity.org\/2015\/03\/22\/chinas-next-big-opportunity-in-supply-chain-logistics-container-shipping-by-rail\/\">http:\/\/emergingequity.org\/2015\/03\/22\/chinas-next-big-opportunity-in-supply-chain-logistics-container-shipping-by-rail\/<\/a> various business needs. With the evolution of technology, demand forecasting is moving towards the consumption point. Continuous learning and staying abreast of advancements in technology and industry trends are also important for staying competitive in this field.<\/p>\n<\/p>\n<ul>\n<li>AI bases tools can help in doing multivariate analysis with inputs from various demand drivers like festival planning, promotion impact, seasonal variations, pricing, and competitive landscape, etc.<\/li>\n<li>Clear differences exist between demand planning and demand forecasting, but both serve critical roles in supply chain management.<\/li>\n<li>There are numerous options when choosing demand planning software, but companies should try to be selective, based on their unique needs.<\/li>\n<li>Latest tools as the notion of a digital supply chain, becomes the norm, not the exception.<\/li>\n<li>Demand planning is critical to an effective supply chain, serving two essential functions.<\/li>\n<\/ul>\n<p><p>When processed with modern software tools powered by artificial intelligence and machine learning, these rich datasets provide companies with unparalleled forecasting accuracy. Cosmetic brands often use demand planning to determine the feasibility of launching new product lines based on market demand and competitor analysis, an essential process in product portfolio management. By aligning with customer demand, companies can strategically expand their product range, discontinue underperforming items, and introduce innovative solutions. Demand planning and demand forecasting in logistics is pivotal in today\u2019s shipping and customer service industry. Measuring demand planning performance is critical for optimising supply chain operations and achieving business objectives. By investing in data quality and preparation, organisations can significantly enhance the accuracy, reliability, and value of their demand planning processes.<\/p>\n<\/p>\n<ul>\n<li>Demand forecasting and demand planning are two essential components of supply chain management, often misunderstood as one.<\/li>\n<li>Forecasting provides the \u201cwhat\u201d; planning determines the \u201chow.\u201d Teams use forecasted demand to make decisions about resource allocation, production schedules, and inventory levels.<\/li>\n<li>Explores how CFOs within the financial services industry can get the most from gen AI, including how to prepare for it, where to apply it and what they need to make it a valuable addition.<\/li>\n<li>Statistical forecasting is based on the concept that past history best predicts future performance.<\/li>\n<li>Companies reduce budgeting risks by aligning financial plans with forecasted demand, improving cash flow, and supporting long-term goals in supply chain management.<\/li>\n<\/ul>\n<p><h2>What is Demand Forecasting?<\/h2>\n<\/p>\n<p><p>We should be considering input from experts, who works day in and day out  with business\/customers. Also, I have seen that the sales team overpower the supply chain teams, which should be avoided. Businesses that take a holistic approach, considering a broad range of influencing elements, are better equipped to adapt their strategies and operations to meet changing demand conditions.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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7uuMRzn7+xPr8hWxznnBznI4NKDhl+fpQ3rScZqQOVxsMMUgOQMGlA5FARJI9jZFWL6c66eLneCD5VHdQy0kSykCHcxGeFFQBFvHJJcLGis7uQqqoyWJ7ACvpn2U+y5Ol7dNb1mJW1mVfq4zyLVT5f8Z8z5dh55heyT2VDQ44uodegH0m43W1u4\/wBWB\/SI\/XP\/ALfv7ek3t3LeSmztO3aSTyHyrn4jiFij3b6LuWjFyY3e3kt\/P7nacp+m47H\/AKf41Z2NjFZRbUGWP2mPc12yso7KHYgyf0m8yalE8Hmufh+Gd83NvJ\/j\/iLzyKtMen7FUUUV3mQUUUUAUUUUB8XUUUV0nMdFLU01SgaAkq1SI2qGrU8j0KtEwSBQWJwAOTUWfUyLeWREIRFPcfaqLe3LHESFv2tvH76ZmKpB4JB24+Iep9KpKT6I1xwXVkHR76S21SK93EusgfOa9S1jqpb\/AE1CFwxHPPavJkj8BzzkCplxqJWxZVbnGBXJOFs7ITpGt1\/qvpXXOnNL0SO81qxtrUmadY9Pik94nIwXJM68AZAGOxqgax6RRFb6X13tx\/ouH\/8AorJxHEinGeasJfit93mOa1S2MS7Vejzx9Ka7x\/8AjYR\/++tH0p1D0t0vqEswudZvLS5ge2urSSyiVZo2HYnxTjnnP8a80P2gakxtkVIJd37ubub3TxPdt7eF4uN+zPG7HGcVGPBpWeK4akBjNIIK9jXQcGlUAkSZ7jBr372R+yv3Iw9Ta\/bD3kgPZWrj+i9JHH63oPLv3xiH7JPZUH8DqbX7fjiSytJB39JHHp6D8fSvZ7q4lnlNran4\/wDaSeSD+NY5syhH\/v7LKOpjd5dS3Uxs7Tv\/ALSTyUVNtLOOzhEaD728yaVa2kdpEI4x958yfU0\/isMWB6uZk3l+v6JlLbTHoKooorrKBRRRQBRRRQBRRRQHxdRRRXScwVzNdooBQNLD4pmkyE7Dg81AoT9ufc3PPGabuCWkzn7vl6mkZYHO45++kkk9zWbNkNyDjjjjj+NJeJVRmTPwjufOnQSDkHBrhwe4zVaLWRCkTEMVH39qS7\/D4Q8+TUlgNpwo7VHwM5xUEkdkpyOnCB6CloVHBUffigE5ozTkm0LgAUzUgCa9m9knss+kmh6j1+HFkpD2lrIP6c+TsP1PQfpfd3heyf2VnqKRNc12EjSUOYIDkG5Yef8AwD9\/519ESMRi2twFIABIHEY\/j6Cs5z0qyUrEXEzyP7ta8N+m\/lGP4\/Kn7a2jtYgiDjuSe5Pqa7DCkCBFHzJPcn1NPeVZQxu9c+v6Jb2pdBVFFFblQooooAooooAooooAooooD4uopc0MttO8M8TxSxkq6OpVlI7gg9jSK6TmCjyorlAcrhrtcNQShl1GeO1NkU8wzSGFUaLpjRpBpwim2FVLjTMT24FNmnCM0kioJE0VztQagBmvTvZV7MZOq7pdX1aNk0WFuFPBumH6I\/ZHmfwHmRH9mPsxuOsLxNQ1FJINEibLNgqbk\/qofT1by7Dnt9P21rDZWsVrbRJDBEoSONBhVUcAAUZIgIkEKW9vGsaooVQqgKijsAP8BT0caxLtH3knuTSwoUcV2qKO9smztFFFWICiiigCiiigCiiigCiiigCiiigMJ117N7Dq+JrqAraaqq4WfHwyY7K4Hf7+4+favnrW9C1Pp7UHstUtXgmH2c\/ZceqnsR91fYFVmsaJpmv2LWeqWcdzCewccqfVSOQfmKvGbRSULPkGivWep\/YnfWpe46duBdw9\/dpmCyr8g3Zvxx+NeX32nXumXDW99aTWsy945kKn99aqSZk00RTXK75VyhAgjNIIp6kkZqCyYwRTZFSCKbZarRZMjsKbIp8qSeBWz6a9lHU\/UjJILQ2Fm3+8XYKZH7K\/ab8sfOqssjB7SzBVBLE4AHnXsXs89itxqDRar1TG9vZ8NHYnKyS\/8fmo+Xc\/Lz9O6O9lnT\/R5S5RDfakv+93CjKn9hey\/vPzrdVUsMW1tDaW6W9vEkUUShEjRQqqo7AAdhT9FFQSFFFFAFFFFAFFFFAFFFFAFFFFAFFFFAFFFFAFFFFAJ7+VQ7\/TLHVLc29\/Z29zCf0Jow4\/f2qsj6r0736S1mL27q20GTBUneydwTjlfPHcU+\/U2jxojvfRgSS+EnB+Ju\/HHb59vnVtMuxmsuNuk1ZktX9jHTOoBmsveNOlPbwn3pn5q2f3EVk7z2C3qA+565byn0mgaP8AwLV6Xe9daFZrIUu\/eXjlWJo4BlsltuRnAIBzkjNOaf1rod9ZQ3XvqweIm7w5uGX4C+D5fZBPHpU+MeBnjMvsR6rjPwS6bKP2J2H+KimV9inVzHBFgvzM\/wDAV7Y\/XHTkZYNq0I2fayG9QPT1IB9Km2nUGl3961pa3sclwoOYxkdsZxkc4yMgds80uXYVHueL23sH12Qj3rVNPhX\/AO3vkP71FX+mewXS4ZQ+p6xc3aj9CGIQj8SSx\/wr2Cio1MtpRnNF6H6c6eKvpukW8Uq9pnHiSf2myR+FaOiiqlgooooAooooAooooAooooAooooAooooAooooAooooAooooAooooDOSdJWclzLKJ7lUmbdLErjbJ8ZfB4zjLHzqPddDafd25hkubtVNwLjKMgIb5fDx94w3zqp0zqDXH9z1C4uoJrO61aSwa1932tGu91Vg4PJG0ZBHOTT0ntK06P3lzbSmKOOeSJlljLS+EcMCobKeo3DkVfXLuYrBjTtInwdB6VBdRT+Ndye7uGtkklBWAB9+1eOxPrk486ZuPZ1oV1HHHILkLHapaLtkA+BW3A9u+PhJ9CRSoutz9Ke5XGi3tuyXUdrM7PGwjeVQ0fZjnIIzjt86Zi9oVrLHNjT52uEkgVLeKaKRnEzlF5DYVgRypIxxUa5dy+iPYfl9n+lzXKySXN6YklaWK38RfDiZnDttG3PLAHkmpmn9I6Xpmt3Gq26ubiZnbawTCFzliCF3cn1JA8sVUzddTSQXVvaaPdHVLeOdp4fEjxAI8DduJw32lwB35prWepryy0Lpe5bU4LD6S2C6u5YlZUzCXzg4A+LH501Nk6IryN9RXndh1rqQFlcXsQkiewuJSqBYhMy3EcSS5c\/ApVt3Jxg554qeOv457eF7HSrm7laCeaSOOaMCMQuEf4t2GGTwRnOR68VLG1orH3nXUNu7SQaZd3FrFbW91POrIojimJ2naTknjsPn+MaDrSaGzjC2Nzqdwy3k5KeHDtihnKc5bHAwBjJOB6nAG5orGW\/XsF7qFpb2enzSQ3FwlusrSIpDMgkJKZLYC5OcckY+dMydVSQdZXtvc6nBb6ZaAZV4CUkAj3SASf+KpKkr+qe2c4A3NFZfWb3U5+o7TQ9MvI7JntJbuW4eASkhWRAoUkDu+SflTd31Y+h3Gn2GrwRmeVYlnmgmUIHdtg2IxDsN3JwPhBHegNZRWOTrqNyrPpF6ltK1zHBNujPivBvLKBuyMiNsE45H41y268ivYkitNOkuNRe5a3W2huI2UkRiQt4oO3btP354xQGyorCap1jf2TXtxb2NzKY008+5yxpG0PjSOrZJYEk4C47A4PbJFxa9VQXF7DY+6zJdvey2jwsVzHsTeXODjbtKdv1xQGjorzjSetblnuJru9a7n98ktYdMhtQhJ8bw0+tPHpnJq1h65jlvfcvoq7Fyni+9pvQi2ETIHYnPxDDgjGSeBigNlRWHtvaNY3Ue1LGc3Eoia1hSWNzMJW2pkqxCHPcN2HrUrU+tRo2mwXV9pVzAzCUzRSyxoYxGQG2ksBITnKhe49KA11FYjUuvGhi1ldP02W5k06B5N5kQDKoG3MhYMEwc588EDnFKPV89vcXMk9pdM3hWASxVY9yyTu68Puwc4XucDHzNAbWisLce0aK3jnWTSZ1urUTNdQvPGvhiLGdrE4ckMCAK2NnM9zZQTSRGJ5I1dkJztJGcZ88UBJooooAoooPagMlY9FW9ndxSPqd5PbQXb3kFm+wRpKxY7iQoZsFjjJpo9BWHu99bC+uha3UcsawqIx4XiHcxDBNzc9txOBUoaDd28Ki0nCMVJkAYopbK\/qgZ4DjJ5yR+CZNG1WS5t5veFLRIwWRpWO0mLaMLjB+Ik7u+DWHMmvSa8uPuHb\/pCx1Ga+knmuMXl1DcyKjAYMaBABx2IHPnUOz6Bs7aSOR9QvJ2iNsI9wjUKsEm9FwqDz7nufWp\/uN9bW148TMJnKNEpmaTlT9klvI4GT6E+maRb6dq9vGg8cPhdrbp3bJ+DLZIJ\/Rbj51PMftHLXuI9z0Tby311d2+pX1pPdmUTtEYzvjk27kwynH2BgjkZPNWB6dtSmhp403+hyDDyPjxGY\/i49DnjFRrjTtUjtkMdw7yJb4JErZ8TDbsDsckrjPbHFNJomomQnx8BrhJDmd2KoAVZQTznB78d8eVRzZXWklY1V6h7X+k7XXr62vpbmeC4tkKxNHtIB3o4JVgQeUHB45pqw6Ms9PZ3F5dTO8FzC7yFMt47q7HhQAcrx5c9qTdaNrMumm1W7Us2NzPK5\/RQMM+YJEnB9RT91p+prd3lzBKdr\/FGqSEEER7TxjBJIGM9sZo8sl6QscX5oQejbA2N3ae83Gy6s7ezc5XIWHdtI47ndzS7XpCytWylxcH6i6t+Sv2Z5fFY9u4PA+VQ7PS9Vksn3SMjSSuTumkGVKqvn8XkcZPHHfuHoNI1aGLZ4gLbyykXDgAZyFIA55yScgn59qLLJ+kPFFeoodM6O1XSepY7m2G0JMiteNcKVktVRUCGPbnftUDIIGec+VXGqdCWOrtdxS395HY3U\/vUlqgjK+NgDerMhZewOAcfgSKnXum6nc6n4iXHh2u0jasrqSdvw9vRs9vL1oXTNTDXMhlUyyAKHMrcjfngADbheOO55qeZK34SOXGl4heo9Ptf3Fndxand2d\/bRND7zAI8yI20sGVlK8lQeBwar5+grOadHXUb9ExbiVCySGUwsGQs7KW8ucEZp2LTNaFsgkud0wQ7pBcOAX\/RbGMYAyMdm7mnX0rVJEIF20eARGouHO3h8ZPc8lO\/oR98c2XtJeOK80U1p7PxeaabfWb+6ZVmupIbeNk2QmSR8ODtyTtbsxIyTxU6PoeKN2uk1i+TUPePeFvAsQKnwhEQE2bNpUdselTY9K1RFIN2zMygMDO\/P9HnB8s4k5HI3D8Ix0jWfAk2XCC4ZNviG4cnuxGOOMfCPng5o8kl6SFji\/UOzdIWc8F2j3160lzDbRtM8itIDAxdHyRydxyc5BxXNK6dkterb\/XLoq0kkEdtEd2WkwBvlYAABm2oMAdkpUej6lDJCUmARI1Q\/XNnIcncTj4hgn4Txz8qfXTdQS1RPHZ23K0gM7qWOwg4bkgbsHHbj51KyS84h40ukhodJ2qaL9Gx3VzHi8a9inUrvjlMhkBGRggE4wQcikad0hZWN3JeNcXN1cTRTx3DylR4xlZCzEKAAfq1AxgYpuDT9dW6nMkwJwGjbxn2KSCCMefP5AjHyVFo+qsAtxcB\/ikw3judqlWVRjHcE53Zz99VWWT9JZ4or1IYtuhLW3sDbLqV4TGYjayhYlNv4RyhG1AGPqWByK7qHQ0WowgXGsai07W8ttPO3hs0qSHJHKELz22gYHFSotP1V7d4\/enjZXIQmQngK2D6n42A57hBTcun6yvuxWZnKyKSBcOAoDsWB4+IEbRz2xU82VXpI5autSE3HRFnd3ks11e3k8TW8tukTlPqlkTY21tu7GOykkAknHbDidHQeIJZ7+7nm3WjGR9gJNvIzpwqgc7sH5AUqPStWHvbtcKJJfD2BZWwMY354HcDAPf7qaGj6yIkPvp8UEbszOQRl8j8igzweCeKc2XtHLj7kUXUXRN3NrBvbGOS5VzLPGRdLE0Fw5T4uVIZMIvHJ4Pfit7ZrPHZW8d1IstysaiWRRgM+OSB6E5qlGj6gZ7aWS6ZjFIrMvjNhlCAEehO7ce3Pn3qz0yC5t7d0unLvvJU7y5xx3J+efQfIVaM5N01RSUEladllRRRWpQKKKKAKKKPKgOYorCRdeXTa\/pWmvpkcQvZpYmb3gOVC9iMcfhVrB1101c6uNLh1aJrsv4YXa21m9A+NpP3Hmp0uroq5JOmzTUVl7\/2gdMaZfyWN3qqJPFxIqxu4U+hKgjPypj+W1t\/KJbQyWy6c2nC+Fy7srbTyDgjtg9u9Tol2I1x7mworBat7TtEg6dutS0q6jvJopEiSF0dCzMfmM42hjntxjvTujddxavq1tbj3VLWXTve3lMjBkYHDjkAYBBGc+WacuVXQ5kbqzb\/AIUVmtL646d1i8e0s9UieZAW2srJuA5JBYAHHPb0z2p7R+sdA168ls9M1FJ54hkpsZcj1GQMj7qjS+xOpdzQUUUVBYKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAKKKKAK4exrtFAeTzdGa0\/UOlH3ci3jlufEuEkX4FcYVsZzVXD0d1JNptl0xJodvbLa3fivq6OuWTJOR5k88efABA717VXa05rOePDxiqR88arP9FaZ1Fo6W2nXyS3hl+kPHTxUG4fDtPxE8dvIlu45q9GiXN1qVgslvbyeP03FGlvPdJE0jBBkAZ3DGDzjGRzxXp9x0noF1qJ1CfSLSS6LbjI0YOT6kdifmah670XY69qialLdXlveRw+AkkDqNqESBuCCMkSHnuMDGOcy8vYlYe55Za6XqbdMa5aO0UUVxBCtpb3V5C0zFTG5Ifj4AnPkMEVYzaFLqmrwwxXdnGlxocdnHILqMgzAfYwGJOSjDgHsfStNP7HenbiQPLdamxVfDXM68IIwir9nsoUY\/fkcUrS\/ZNoekXtpd211qPiW7ox3SqRJsk8QBgF7bgvb9X8ac2RPJiVejaNr159G6fd9JaXaw6dbmKS7nbc0p24GzYRjd5n4hyT8jzoPpzX9L6p8SXT5rHTYoXR455lmG4kkCIgZAyc\/nknNerUVXmOmiVjVpnaKKKoanPKufcK7VPf9QWGnXrWt1I0biITZ25BBbbxjnOalJvoUnOMFcnSLiuZ+dZs9b6MAzeNJgOqf0TeYznt2\/hTw6u0ne48Z9kab2bYcAbtvbv3+VW0S7GS4rC+kkX2fnXc1nR1toRxi6Y55H1T8j17Ules9K8KGWTx4o5i4RnjPJXaD2z+t+400S7D6rD7kaTNFZ6TrDSIbiWB5pA8ZwcRMckEggceo\/fSP5Z6QI0lkldFZd2WGcckYwMnPwn7vPGaaJdh9Vh6akaOu1Qt1ZpSzxReM7PIUAAjPG8ZXP4f401\/LDSIwzSSyogO1WaFviOATjjP6Q7+tNEuwfFYV6kaI\/KiqA9Y6Jji6JO0tgRtkgZ+XypodaaL7lNdtcOsUMfiSHwWO0ZC+Q55IHHzqNElu0THicUmoxkrNNRWPm9o\/TMKuTdysFRn4hYZxj4eQOT5eXHcVqLW5ivLSG7gbfDMiyRtjGVIyDz8jVTckUUUUAUUUUAUUUUAUUVzNAdoormRnGeaA7RRRQBRRRQBRRRQBWE6vvntNSkYdQTadHHZCaaNbXxRs8QpkHOQxLgcfq59K3dYfrDU5rK+lWLXRYCKzE7o1oJFxv2AlsE8s68YONpNCGk+pSDVTpNlJFcdUgSI0tqFg0z4UmQxs4AAAOBuA4535pqPXZIorW5u+sZJInMyfVabgK6x87jgEgM6HGMH08wmTqIS2Jc9bSsQfEHhaaVY+ePLkggcmpmo6yNMkFledWBr63R23JZOFdpUHhsduVYDg9j3+VTbKrHBdER7jWZra5ZG67beYo5QG0kEbXXcuMDzBB9aTfdQMkEaP1e6SOkU0Xh6byQ\/xgEYwOGTz9QaXZ6pLc3kNvD1000ksqxqH0s7XZm+EAkYHAI9Kjya6Y47eS26wEiqoXxG0zLKnxDOSMkZVQec\/D54xS2Toj2B9eE8brJ1kbmJ3w6HSF+DnvhvIFT86kW2tiQi2\/lZJdFxK5D6YNrKMyMOf2VcenIA7cN6f1Or3xafqa4kgu4GRP+wAbZGU7cYyeM9hjJUcnNEd6YdTmtoeqzbufE8URaYoDMiuZHBHGSEJ3Dkgj04WyNEewo6rqLJFcnrCP3abxjG\/uIjG6JVbBGMgd+2cjyOcBLa4LXfJF1w6wKWCxnStyqAB2wBwB++hteU2twZ+spmBxHGyabs8MtIjFscA\/CrLz5E4z59XXB9F3c8nWkskYZLYOumYMUgYvu+EZIZI3H\/NUWxoj2Gv5QCPe463mYxLsC\/RhyQOf0u5II5P504vUEbzsy9YYdUCCYaSCXBJbGcZxgr+VKTqJvGKnrYyBlLhm0oAKFwT5c5AOP8A5my0S7uNV1OzsrXqh7g26me5UWOzxQs2SNxwRlWVcDjC\/hU2xoj2NxY2hgsLeC4YXE0cSo8zLzIwGCx+\/v8AjUwAAYA4rtFQXCiiigCiiigI0SySRq5lcFgDgAfwpzw3z\/Tv+S\/wqO04ttPSUxySYVRtjXcxzgdqqeoNZ1PTL2xjsNMkvY5hIZNiMdpBQKCw+yCGY5w32e3che9EJbWTnspt7FJcB3LHDFSBzwCB8849c0NaXEqQM7AupyxY9uQR5H08sffVDF1brDT3MJ6XvdyAvE5DqrjxQig\/AcHaSxxngZ8+EJ1jq88BaPpW\/iJaJVMqvj4gScrs3DbgA8Y3HGccmdRTlo0C2d2EGZ2LAAfbPPBz+Zx91AsJg\/ibzuJJP1p\/VAHOPLnyqhj6v1ZrC4um6WvAU3lYR4m9sGMAYMfcl2+WEY1XT+0XU4IrJZelbyK7upmjWCRm3MqbN7Ku3J+0QMgeR88U1MctG+gV0iVZDlh3IJP7zT9YnqLrS86ehS5bRJ57d4IpC671VJGfaULFO\/K9wD388CmZOttaj1COBOmLqSAysrXCpKUK87WBCHjzJ54HA5FQXSN5RWLk6y1DwVMfT12ZhCk0kO12dAZXTGNn6sbHPzGARk0R9XazNZrL\/JW8ikaN32sHYrgDaCNgySfLI4Gc+VCTaUVlem+rJtd1bUNPuNMewms0jZhI5JO9QwGCoxgEZ+\/8a1VAcqg1jTdUvrvNjrS2UfhqrR+7rITy3PPrx\/Zq\/qmu7Cxu9QYTzr45RGMJdeVUvg474y7fkKrJyS8KJik3uyhh6c6piuJFHVMbQSZYu9qrMGJPAUjAGMefrxSZOmeoBCRJ1eE+Dbn3RQANoBxz8PbOR259TVmnTlgtstm18+8IBlWUHCggkDHH2sn54Ndh6c04NcBbyVzIjRPudWI3Lz5ZBwR+6sdeXbw\/k104t\/F+CJFofUEsat\/KqMjIaN47NO3Pzwc5\/dQmhdRRxuZuqYyCoAPuUYAGD\/mQfwqa3TVi88spupjJIGyfEHwk+YGOCO4rn0Bpztbqb13dR4iZdCWXJOe3bLjt+zTXl9v5GnF7vwV0mha9dRtDH1cjPG4JIsozsYZ4x95B9fhp+30DXIL+3lbqRJIk3E27WaBWBxwMHOPL5DipR0bTTdEi\/fxGMmUEq8ly+cD5Zf8AsnzBpMvTVjLbGKK8ZchmQ5UgFuxwMZxxj7hRzy19v5Cjjb+78F8Tbl9h8Pdj7Jxnz\/gfypSrDlgoTg8gAd8fwNZ59B0947fxdQO+OJdrK6gMq7hnByCPrOfvHrytNB09LhCL5t8Oxcb0yDgAZ4zlsA\/fyKa8nt\/I0Y\/d+DQeHE3eND+AroRVOQqg9uBVZpkdhYNLZQXcbSKd7xmRdy8Dkgc+h59aly39nbvsmu7eNtpfDygHb68nt862i21uZNJPYmUUxBPDcwrNBKksTfZeNgwPl3FP1YgKKKKAKKKKAhN7x9Hp7sIzLtXAkJC44z2+WaqtcttbuNS01tM1KKztsSpcq2C0hO0rsBVgSAr\/AIGrKZFbTUV7hrdcJ9YrBSOR5n17fjWZ6+ttDkgsJddmvoYkd1hltmwschwct5E7VYDIIwW4qPMLohqGy9oUunTNLqVjFe5wi5UxjHiAniIkKfqiAcnG7ODjCmtOt\/BPj65poljd3bYNiqNo8MN8BJGQxPb8RxVJpNv0fcQGGLWNVkL7itvImHTxD4AZQqfrSDBGcEZ8jSdP0fpm70N7G2l1qKykZ7s3bLH8IiDqTnaTgbiFYg8qNpO2pBex6V15G8m3XLIxLCfCRkDMZcZG9tnILZzgDjGMUqax61mFpG2tWUcg5uI4yAWXe5yD4eeAYl4xnDdiQaqEteiEntni1i8Wa2aG5TAfe6RbY1X7GWUtjIH6S\/skBq2sujIy1pYazOx1RI3EhhEiFIpVBH2MfEY2+1kfbbGO4F9HadZzajcXMN\/ZLYy+MIldw\/w\/WCEgKmAPijYnJJwc+lR7my67FjJLa6xa3NxELjaE2Zcg\/VpgoFzlQCTjBLcgVVvo\/RVvDPp11rd9J9HzGSYyLnYw8MFSRHt7RgYHcFvwjQJ0lb9QabrVrr05aOR5ZopoTIWLqMAkAY24OB8Ry3pmgNQlj1lJ9GXC38MTCGNb2CYr8TjeWI2oR3KdiMgHscGmLXTOvIdyy6xZyZV8FiCN5yQR9VnAzjGf0R5ZFVEOm9J6TcX8P07qMk8AmimVow7K0g2kKRH9rn4QD3ZsDBNM3mj9KpPb251rUorsQyMuIw+55SZdzqqfE31gIx22ryCASB6TYR3UVhEl7Ks1wBh5AMbueDwBzj5DmptZOw6v6dtLbT7CHUJJQ8UEdu3hOzS7hhewznjJyB3p6Lrfp+WPf7+VwgkbML8AnaOQME5yOM8g+hoDTVh+rdJ+kdT8WTRH1BFtl2Ml2YvjDng\/EMYVmOcd+K3FYjqbTpX6ijuo+nfpMNaeAZjeCLYCXUgL5na55\/LGKAzNrokN9G0o6OEayYdQ+oOrM+9EZSCQQQviN2\/R7err6XDaxyNN01Co3w20cEmpKm0+ExI3luTjHGBxg486RF09NFcAN0UrlWWQSDVgMOM\/Pjjy\/MnvUwafK8Vzu6NErzSJLOW1Ub2kx+kc8HDscdjn7qAjwdPxXM9lbz9Gx2xmlUOTqm5lXd8ZChviwpJpxdEuvCmhuOkred5raKFzFqRRPDUJhOWJypjQEj08+5NN0m4sb8anZdNiAiJp4i2pKyqRCxVRgjhm2jLEjBPaoNz007JC0fSMELjb4ivqPxfEyYI+PABIYY5J8iD3AlfR0d7uhn6Phe4gt2ubRU1E7JQ0zHaGHw\/7R27\/ALsUh+nZZ9TSefo9\/d\/CihCfSS7U8P4QwPc\/AFHfHHqc0JoKPEk8XQ6uZjuYDV85XGQRzyCSRSL3T0WSCzl6QeRV3eDbLqW9RvOSxAyV+wBk4X1oB+DRFsbRooukA++Fo7rZquBHh94U5YkZCRt9zU9YaIBqsEkPSMa2viRt451AkoVkHxkZ5wEU8DkHuc1DPT8pE6r0IBlSF36vlWyMYxnv5VY\/QYgt9QFt0kkiyzrCmNSwJ4N5beCTxjZGcftUBCk0aYJFH\/IhHRGTLnUlVpNyBSCQRk7sfmeMmmm6cnmWKRejI5WWMLhNTO1gW3Hbh+B39fL0OeiyXQ7WKb+Rr\/DPA6f6S3s08ZIQYXzyzcAYOORxU+LS5un51u9N6SYGGJHV49QO8fCpaMjJ3HcCvA5HYUBdaLNr1kyW6dNe7WklwS4N4reEjbeVwBwPi+H99bOslDr\/AFDcaetxD04sjvbGZQLtQC\/iYCcjglMPk49O9aS1kkktIHni8KZkUyR7t2xiORnzweM0BJooooAooooCum8NdNHj27ToAoMax7yTkeXyPPyxVL1lqDadZI76RHqVqqPNNHJA0gO0qMcAhTtZ23EHhCMc5GjX6tzGezElfn5kU\/UVvZCe1Hn0WrKNbjg\/kDKiymKJrxbcbeXDE\/YB2gktk45U8A0mx6lvU0WUN0PPHjdG9rFA6qY\/jYgAxjPmAPNmPbIz6JRUknnM2pQ6dbQGDouJJLgK\/u6Wh3rGogZhhUOSGlIzwAUz3GK614EECQ9AIqR23ixP7tnwm2K+wKI\/15CMAjO1zxjFei0UB5rDrlrffTkb9DxPe2oilltditJcPIVbnMY5AbcSc45++mobyG4hAT2curvHKx8e2J8M7C207kGQWwoCnyIwABn07zrtAeb2uqNcrdNd+z1o95VpZHt8+NIzcsQEJwDuYnkgY4OeNNodvZ6tbRarddORafek7VWeFDKqrwvOMjjy8q0VFAVKdN6FF4Rj0fT0MP8ARlbZAU5zxxxzQOm9DCSINH08LKAHAtkwwGcA8c9z+Zq2ooBIrDdYaJJqGsx3CdONqmIYk8Q3fhKoDuWXAIJOD3PHI9DW5Aqk1KXWYrtjYxJLFsXarkBc5bcSe\/Hwfv8AwpOelXRMIanV\/Jjp+npJbu5uJOhxJJLI7uw1LAZsk5AHYHj86vbLoLp6Sygkn0l4JXiUvC1y7eG2MkZ3ckZIzU+4uuoIz9VYxPuYgfEBtAIxn4ucjPpjFKMuvGXHgxqgKjIxzngt38ic4+Xnms+errS\/g15Lq9S+SNcdA9N3T+JLYkt4SQ5EzjKIuxR39OK4ns96ZjAC2DgAEf6xJz27\/Fz2p5bvqMxysdPiDF1EabhwvOSTu79qeF1roRCbGItmTeN4HAHw45Pc\/l2+dFnT8n8B4WtrXyiCvs66YRlK6ewZeze8SZHIP63ypxegenIzLssCPFj8JvrX+zuVsDnjlRTvvPUKFUa0ib6shpAw+2E4I57FvkMDvXI73qCR0Y2CrGcZ7die+CwOR6cU567P4HIfW18kdPZ50zHt2WLKFkEgCzvwwOR5+vlXZOgOn3tIbTwJ1t4TujjFw+FJIJ7nzwB+HGDzWrorcxKKHpbSIZ5p4rd0ee6W7lxK2HkBYgkZxjLE47dvQVAt\/Z303BtIspGZWD7mncncDnd3wDn0rWUUBXaXo9lols1tp8Pgxu5kZdxbLEAE8n5CrGiigCiiigCiiigEModcMMim\/DdSNsnw+jDP7\/45p+ihFBRRRQkKKKKAKKKKAKKKKAKKKKAKx3U2rCw1WSIdQCxke0Uxwm1MoU7yTJ6HKoy4rY1hOrtSa012JT1CNORYEcQ+6GbcSzgscDtjjGe47UBnjr0zacJU9oExXZt3DSzu5KDPbORu\/wDmKm3PUO3qB45OrpgEupIRAtiyiH4uxI4bGMc57+maYvNcWHwf++M1tMtijuPowMW3hpFbA+HO0qOP1O9cTqZTLDKermuY0kjldE00KZgHyygnGOMA\/wCfagJd1rMCXlsB1VdEWIWO42W7kTFXwzcHBwR3Oc57tnFN2mvW\/wBI3zv1hePFdB1gBtXAiZmwMeQxx5D5HvUSw1OGBrS2sOqSJ57wrIYtN8NJTIYlAxjAI2k5x5+XmmLWooLVC3V\/hpcyiQtFpQjO8hX3NjvngHvnPnzQD+l6097aQaTbdYXn0hcTq8VxLZth1wCF5JxyQO+DtPHOS+3Us11bxCPq6ZWhtQbsxadnLGRVLqSAcDeowOcAnvUI65D9YdP6uSzt1mfwbWLS8LChc47KDwB9x7eeamxa6THFb\/ywaOZlWZmOnqx2usW1eMgYOSf+P5ZoBCdSySQF168JO0ZP0XwvK89vn++lSa5dEQgdbM7zQ+LEo00qHw+0EYGcFlI+fzFcGsxy2tu0PWbIBGxlc6bu8Ql3bdyOOBtx+yPUU03UduNQtEuOrJPBieESxSaaOfC+027uA5XPmRuFALXW7m4tZJk6vuSsOCZV074SyhEc4zyPrkJH4gVFHVTqJ0bruQJtEkcg00nzBPGM+TDHbBGPQS7XqH3U2V9ddYySWkk5jeL6NVeU2s6nAyOGUZGeSMdqiRdTOsXiSdaM7KjExppPngjGSB+l27dqA2Fh1tokiWdp9IPdXchjgLi3Zd8hIXPIwOeceVa2slF091AlxbvJ1P4kUc6SSxizRd6hgSuRyM9q1tAFFFFAFFFFAFFFFAFFFFAFFFFAFFFFAFFFFAFFFFAFYrqvUms9Qbbr7acsVoJ5B7ksoCb9mcnnJZ1wPLBz3ra1nNd0fWr+6E2l617iBFsMLW6yK7DcQSTnHJHl5edAYn+Uiiz8RetXkCodgGl5Pb4e478jua7cai8TXFlddczLOlwY2MenFfCIJ3DIA75A+R7duNQvTvUqiT\/vWCWwVzYR4BGPzGM\/ursvT\/UUl9dzDqQQxSyExxLaq4RdzFRz3OCMnGeO5xQGXl1MT6lE2ldVLHPePbw7PooK0ki7VLFivJ+LOD2zjIosdf8Af3ntYur5XlW3dxKulhVTYVcnb3ztjcYI8z8s6yz0PqC21W2kn1qO9sgzGeKW3VT8tuAc889xjA79q1AjQdkUfcKA8wi6ltEvYNQPWLtbMYhJA2nnDhFXeO3w7iSc\/tfKm11CYCKJ+sp22W8s6j6OIZ0jEisc98jw2PPOQK9PNtBvD+DHvAIDbRkA4z\/gPyFOeGn6i+nagPKrfWrma1u5m6xWKFNkaOdOBkR2UsAV24B+B+xIPypx9QubiaGNesS0htmmMX0ftxEY\/FyxHY7ccjJBPHnXqJijPdF\/Kk+FFnPhpn12j7qA8xbqe1e9llbrJvDLy+FB9GthCysiE4HIUkHnglfuqM3UzFDdJ1fIcoCYjpOWOCSAPIZBHn6fh6qttDGhVIY1BJJAUDknJP580poIpEKNEjKwwQVBBFAVGj6zZ3Ig01LySe7igJdnjZS4jcxMxz6up881eUnaAcgDPrilUAUUUUB87\/zr9Xf1+L+7p\/Cj+dfq7+vxf3dP4ViqKEnsb3XtTV5FSa0kCruVkWLD84IXIHbnvjsaTNe+1GGZohNZuykD4RDz+YHbtXkQkkx\/SP8AnRFPNFPFJFNIkgIKurEFSDwQfI0IPWbjVPadaiFpbmzCSPEhcLEQhkYKoOB6kds96ItS9qNxFFLA1tJFKfq3AhAYcENzjg54ryiaaaR5pJJpHctlmZiSx9T6mk+JJgL4j4443GgPVYNb9o81nJcveWcKrMbdRJHHmSXeU2DAIHKnk4HHenotQ9qUtw0PiWqMrbWLCHAPIHbPcgivIw7sdpdiM9s0CWQksZGJ9c0B6v8AS\/tOa9ks45rSSSMKxKiHG1iwDc+R2t39KT9Pe0b3\/wBxF7Zm6MaSJEEjJcMGPB2442NnJHbjNeWwXM9vPFLBPJFKGBV42KlSDwQR2NclmledpHld5G+NnZiSSe5JoD1ldS9pzlNs1mUYKd4EOFBAPPnxn08uM0DUvakZFQyWilgxXd4HOATj9x\/KvJN78\/G3505JqN7Jbw20l1O8Ck7I2kJVfuGcD7R\/OgPVjqvtSAB3W2CwUf0Hc9hUTUepfaNpmny39zcWwtonaN3VIjhlkMZ4xk\/EK8w8SRezsOfWhnc\/CWJHoT86A2X86\/V39fi\/u6fwo\/nX6u\/r8X93T+FYqihJtf51+rv6\/F\/d0\/hR\/Ov1d\/X4v7un8KxVFAbX+dfq7+vxf3dP4Ufzr9Xf1+L+7p\/CsVRQG1\/nX6u\/r8X93T+Fdj9qXWEsixx3sbOxCqq2yEkny7Vi0AZgp7V7B0r0ppenWUGppG8t0\/Z5SDs\/4QAMff3rl4zifp8dtWaYoa5UbCz1TUhY24upFa48NfFIUAF8c\/vqFqvWaaKYReSyAzbtmyEtnGM9h86ezQVVvtAH76+Sh\/IZZZN5Ov7PTeCNbJFM\/tPsBazTpLM\/hIrlfB2lgWAGN2M9\/wAgfSuH2p6Z4saC6kYscEiH7Pfv+Ixx6irjYn6i\/lSPAhVt4hjDNhC20ZIBOB+8\/nXQuOfeXyU+n\/r4Ij+0WxSWeP3wsYPtlYSR9sJxxzyat7PqCW\/s4bu3mDQyqGQlMcVG8OMbsIv5V0gKABwKwnx82vDJr\/0tHAr3S+Cd9LXn64\/sij6WvP1x\/ZFQ6Ky+uz+5\/Jfk4\/aj\/9k=\" width=\"259px\" alt=\"logistics demand planning\"\/><\/p>\n<p><h2>Demand Planning vs Demand Forecasting<\/h2>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\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width=\"252px\" alt=\"logistics demand planning\"\/><\/p>\n<p><p>Various external factors can impact the ability of a business or investment to achieve its strategic goals and objectives. By combining these elements, businesses can not only predict and meet customer demands effectively but also build a demand planning process that is resilient, data-driven, and adaptable <a href=\"https:\/\/italy-cars.com\/the-quality-of-car-cargo-transportation-is-a.html\">https:\/\/italy-cars.com\/the-quality-of-car-cargo-transportation-is-a.html<\/a> to the ever-changing business landscape. Approaching demand planning vs forecasting as a joint effort supports smarter decisions and long-term success. In shipping, companies use forecasting and  demand planning to schedule vessel capacity and avoid bottlenecks. Teams build long-term supply and inventory strategies using forecasted demand as a baseline.<\/p>\n<\/p>\n<p><h2>Related Resources<\/h2>\n<\/p>\n<p><div style='text-align:center'><iframe width='561' height='317' src='https:\/\/www.youtube.com\/embed\/cF41pQgDbtw' frameborder='0' alt='logistics demand planning' allowfullscreen><\/iframe><\/div>\n<\/p>\n<p><p>Demand planning is a vital element of supply chain management, designed to help businesses anticipate and prepare for future demand. Understanding the difference between demand planning vs forecasting helps teams avoid costly mistakes. Accurate demand forecasts are essential for optimizing inventory, reducing stock-outs, and improving overall supply chain efficiency.<\/p>\n<\/p>\n<p><h2>Essential Components of Demand Planning<\/h2>\n<\/p>\n<p><p>Point of sale systems provide near-real-time sales data, enabling companies to quickly detect sudden demand fluctuations and make timely adjustments to inventory decisions. This enables organizations to develop actionable plans that align with anticipated market conditions, optimize inventory levels, and respond proactively to changes in customer demand. Demand planners are at the heart of the demand planning process, serving as the bridge between data analysis and actionable business strategies. Planning is a broader strategic process that helps teams respond to supply chain disruptions, seasonal demand, and shifts in unconstrained consumer demand. These insights lead to more efficient inventory management and help maintain optimal stock levels through effective demand planning. The main demand planning processes include the use of statistical models and software to improve forecast reliability, following either a push or pull philosophy.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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width=\"257px\" alt=\"logistics demand planning\"\/><\/p>\n<p><h2>Enhanced Agility and Risk Management<\/h2>\n<\/p>\n<p><p>Using advanced statistical models and machine learning algorithms, demand planners can analyze vast amounts of sales data to uncover patterns and anticipate shifts in consumer behavior. Their primary responsibility is to predict future demand by analyzing historical sales data, monitoring market trends, and considering external factors that could impact demand forecasts. They use demand planning software to align planning efforts, support financial planning, and ensure the entire supply chain can operate without delays. Operations departments play a key role in the demand planning process, supporting cross-functional coordination.<\/p>\n<\/p>\n<p><p>This process helps organizations decide where their money should make operational decisions about procurement, supply planning and inventory management. Demand planning is a supply chain management process that enables a company to project future demand and successfully customize company output (for example, stock keeping units (SKUs), products or services). Methods include statistical forecasting, qualitative methods, causal models, and time series analysis.<\/p>\n<\/p>\n<p><p>Clear differences exist between demand planning and demand forecasting, but both serve critical roles in supply chain management. These tools process vast amounts of supply chain data, making it easier to predict demand and respond fast. Popular tools like SAP Integrated Business Planning (SAP IBP), Oracle Demantra, and NetSuite help businesses align their demand planning with execution. Effective use of demand forecasting and planning improves cash flow, reduces unnecessary purchases, and supports a long-term strategic process. Using historical data, teams forecast demand and fine-tune inventory levels based on need.<\/p>\n<\/p>\n<p><p>To master the art of demand planning, professionals must embrace a blend of advanced tools, solid strategies, and a keen understanding of the ever-evolving market. As a result, companies that invest in such technologies and upskill their demand planners will create a better position to navigate the complexities of the modern market landscape. For instance, demand sensing, a cutting-edge technique, allows firms to adjust forecasts based on real-time demand signals, ensuring supply chains meet demand.<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Experienced demand planners typically begin their process by using descriptive analytics data to develop a testing baseline. Smart companies rely on metrics reports that help them prepare their data through increasingly sophisticated data mining and aggregation techniques. To process complex projections, effective demand planning requires ample amounts of data. Trade promotions and other marketing strategies [&hellip;]<\/p>\n","protected":false},"author":22,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1948],"tags":[],"class_list":["post-18928","post","type-post","status-publish","format-standard","hentry","category-logistics-news"],"_links":{"self":[{"href":"https:\/\/www.botsitter.com\/index.php?rest_route=\/wp\/v2\/posts\/18928","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.botsitter.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.botsitter.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.botsitter.com\/index.php?rest_route=\/wp\/v2\/users\/22"}],"replies":[{"embeddable":true,"href":"https:\/\/www.botsitter.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=18928"}],"version-history":[{"count":1,"href":"https:\/\/www.botsitter.com\/index.php?rest_route=\/wp\/v2\/posts\/18928\/revisions"}],"predecessor-version":[{"id":18929,"href":"https:\/\/www.botsitter.com\/index.php?rest_route=\/wp\/v2\/posts\/18928\/revisions\/18929"}],"wp:attachment":[{"href":"https:\/\/www.botsitter.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=18928"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.botsitter.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=18928"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.botsitter.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=18928"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}