{"id":15068,"date":"2023-06-30T17:47:42","date_gmt":"2023-06-30T17:47:42","guid":{"rendered":"https:\/\/abrar.edu.so\/sohc-conference2022\/?p=15068"},"modified":"2023-12-06T20:30:29","modified_gmt":"2023-12-06T20:30:29","slug":"the-very-real-impact-of-ai-on-the-future-of-2","status":"publish","type":"post","link":"https:\/\/abrar.edu.so\/sohc-conference2022\/the-very-real-impact-of-ai-on-the-future-of-2\/","title":{"rendered":"The Very Real Impact of AI on the Future of Accounting"},"content":{"rendered":"<p><h1>Artificial Intelligence AI in Accounting &#038; Auditing: A Literature Review<\/h1>\n<\/p>\n<p><img decoding=\"async\" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' src=\"data:image\/jpeg;base64,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\" width=\"307px\" alt=\"role of artificial intelligence in accounting\"\/><\/p>\n<p><p>Although the industry is just beginning to witness AI\u2019s impacts, forward-thinking professionals are embracing the advantages it can bring to their practices. Those adopting it are already expanding their offerings, freeing up their time and providing  a more timely, accurate service. Lastly, and most importantly, automation will give you more time to focus on strategies that expand your practice and client base by eliminating the mundane yet necessary tasks that take up so many workday hours. You can finally prioritize the decision-making that drives businesses forward and push it to the top of your agenda. In terms of compliance and security, AI can help your firm adhere to the ever-changing regulatory guidelines for the industry. Further, AI can identify troublesome patterns pointing to fraudulent activity or significant errors.<\/p>\n<\/p>\n<div style='border: black dashed 1px;padding: 12px;'>\n<h3>FS2\/23 \u2013 Artificial Intelligence and Machine Learning &#8211; Bank of England<\/h3>\n<p>FS2\/23 \u2013 Artificial Intelligence and Machine Learning.<\/p>\n<p>Posted: Thu, 26 Oct 2023 09:02:25 GMT [<a href='https:\/\/news.google.com\/rss\/articles\/CBMie2h0dHBzOi8vd3d3LmJhbmtvZmVuZ2xhbmQuY28udWsvcHJ1ZGVudGlhbC1yZWd1bGF0aW9uL3B1YmxpY2F0aW9uLzIwMjMvb2N0b2Jlci9hcnRpZmljaWFsLWludGVsbGlnZW5jZS1hbmQtbWFjaGluZS1sZWFybmluZ9IBAA?oc=5' rel=\"nofollow\">source<\/a>]<\/p>\n<\/div>\n<p><p>AI-powered bookkeeping systems enable professionals to streamline their workflows, freeing up time for more strategic tasks that require human judgment and creativity. What we are on the path to is, literally, more time for us, more sophisticated applications and innovation. Moreover, human bookkeepers can interpret financial data in a broader context, considering the impact of external factors, market trends and business strategies.<\/p>\n<\/p>\n<p><h2>Products and services<\/h2>\n<\/p>\n<p><p>Empirical application of fuzzy expert system approach in assessment of Materiality is seen (Comunale and Sexton, 2005, as cited in Baldwin et al., 2006). Again in Changchit and Holsapple (2004, as cited in Baldwin et al., 2006) it is observed that an expert system of an auditor\u2019s internal control knowledge is an effectual mean of conveying knowledge to the managers. Besides these, an expert system can be used in audit planning, obtaining evidence, assessment of audit risk, audit opinion decisions, preparation of the audit report etc. tasks.<\/p>\n<\/p>\n<p><p>From streamlining bookkeeping processes to providing real-time financial insights, AI is transforming the field of accounting, making it more efficient, accurate, and insightful than ever before. Unlocking the true potential of finance has never been more accessible, thanks to the seamless integration of accounting and artificial intelligence. Harnessing the power of AI, companies can now automate repetitive tasks, freeing up valuable time for professionals to concentrate on high-level analysis and strategic planning. With AI-powered automation in accounting, financial data is analyzed at lightning speed, allowing businesses to make informed decisions in real-time.<\/p>\n<\/p>\n<p><h2>AI Implementation Specialist-\u00a0Jobs Created by Accounting AI<\/h2>\n<\/p>\n<p><p>This technology can provide valuable insights into market trends, consumer behaviour, and financial performance, leading  to more informed decision-making and improved business performance. AI has significantly changed finance departments, particularly in fraud detection, financial analysis, and risk management. In fraud detection, AI is used to identify fraudulent transactions by analyzing large amounts of data and identifying patterns that indicate potential fraud.<\/p>\n<\/p>\n<p><p>Accounting firms should carefully evaluate each technology and choose the one that best meets their needs and budget. Start by identifying the accounting processes that can benefit from AI, such  as data entry, invoice processing, and fraud detection. By prioritizing the most critical areas for improvement, businesses can maximize the benefits of accounting AI. Increased automation also means improved accuracy across your financial processes. High volume, mundane processes, such as invoice entry, can lead to fatigue, burnout, and error in humans. They can also process drastically higher volumes of transactions in a given period.<\/p>\n<\/p>\n<p><p>This liberation of human resources from mundane tasks allows accounting professionals to allocate their expertise toward more strategic and value-added activities. The time saved can be redirected to activities like data analysis, proactive decision-making, and engaging with clients, resulting in a more productive and engaged workforce. Since accounting is expanding to provide more customer support, advisory services, and data management, accountants\u2019 expertise would need to be reassigned in other ways.<\/p>\n<\/p>\n<p><a href=\"https:\/\/www.metadialog.com\/\"><\/p>\n<figure><img src='data:image\/jpeg;base64,\/9j\/4AAQSkZJRgABAQAAAQABAAD\/2wCEABALDBoYFhoXFxcdHRcfHR0dHR0dHSUdHx0fLicxMC0nLS01PFBCNThLOSstRWFFS1NWW1xbMkFlbWRYbFBZW1cBERISGRYZLRsbLVc3NzZXV1dXV1dXV1dXV1dXV1dXV1dXV1dXV1dXV1dXV1dXV1dXV1dXV1dXV1dXV1dXV1dXV\/\/AABEIAWgB4AMBIgACEQEDEQH\/xAAbAAACAwEBAQAAAAAAAAAAAAAAAQIDBAUGB\/\/EAEYQAAIBAgQCBQgHBQgCAgMAAAABAgMRBBIhMQVRIjJBYXEGExRSgZGhsSMzQnJzwdEVNGKywiRTVIKSk+HwB0MWokRjg\/\/EABkBAQEBAQEBAAAAAAAAAAAAAAABAgMEBf\/EACYRAQEAAgICAQQDAQEBAAAAAAABAhEDMRIhBBMyQVEUImGxQlL\/2gAMAwEAAhEDEQA\/APK5QykgMKUKV3Yt9FfNBQ6xqNQZfRHzQeiPmjUA0jL6I+aD0R80agGhl9EfNC9EfNF86yXeUSrt9xZizc5CeGtvJEXSXrIi2BrwYvIMq5iyrmMC+EZ+pQoLn8CSop\/aREB4RfqVb6J\/EjtcFp5aUlf7bfwRwoza2Z3uCzzUm367+SOeeOo6YZ7reBIDk6ojAYBYLAABYAI3AYrg2K4DzCzEWwuA8ws7ItkWwbOdZrkWwleKb3ZkqPQ1R0il3IptK4XIhcglcLkRoG03sRuObIg2dwENAcfyp\/d4\/ir+WR5U9V5U\/u8fxV\/LI8qdMemaaLaZUWUmr6lFgE+iRYANCGQMYhkAJuwyqpLsKIt3YnuhkZbookyUUR7SxAESUOsRj2+JKHWRFaAACItw\/WNRlw\/WNRqIAAjOairsocpJK7MtSu3toiE6jk9SJuRxyz\/QAANOYAACAAAAAAADvcC+pl99\/JHBO9wL6mX338kY5OnTi+50rhcVxXPO9R3C4rhcCVxXI3C4EriYhXAYhNibAbExXFcoBNibEwK6mpsMf2ku9GpsCQhXAgdycCsmtgE3qMiMBjFcZBx\/Kj93j+Iv5ZHlT1XlR+7x\/FX8sjyx1x6SgIvUTBFReiSIRZJASGKGqYyBgAAMonuy8oqbsCNxT3QBPsKLIrUsIrf2EiKUe0SfTiK+rCL6cfEDYBl9KfIPSnyJpG7D9Y1nOwVfNUSt2M6JqIUpWV2Yqk3JlmIqXduwpOkjjnl+AAAacgAAAAAAAAAAAAAHc4I\/opfffyRwztcGf0Uvvv5IxydOnF9zpNiuRA4PUlcMxG5kqYhvbRFk25cnLjxzdbrkWznJN82F2nu0\/Evi8\/8AK\/eLo3Hcwekva6v8SOr5seLV+Vj+Jt0GRZhyyXYycKzW+qHiT5U3\/aaa7iMlSs33Igk+xMeKX5c3rGbbCLM\/nHZoipDxL8vH9NEOujTc5+reg\/NyWtmPFf5W\/txtbrhcy0sQ1pLbmaLmbNO\/FyY8k3E0yUnsiEHqDZHVIZC47gSJIgiRByvKVXoR\/Ej\/ACyPLNHq+Pr6GP4i+TPNzgdML6SxnAbQjTJwZOUiodwNFHqskiNDqskQMBDAZRU3ZeUVN2IIkoxv4CjG5ekUQ7fYNsi917RTlYiouWrCi+nHxIMlQ68fEoiAAEauHfWrwZ1Ks7ROVw761eDNuJld25FkYzuoqAAOrzgAAIAAAAAAAAAAAAAA7PB39FL77+SOMdjhH1b++\/kjHJ06cX3N7YriA4PUU9n4GJ7G1szYhqKzduhrGvL8jiuerj+GPCQnB67eNzJiPOym5uMlyt2I11sdGEnFptre1iVHFwm7K9+9GvTF5eWT3iwU1Oc1q3PnyO5SdopN3dtXzKEle9teZJRuSxJ8i31hi0qouZnqdZ22H5si1Ysc+fPPKf2x0lSV3qaLmejv7C1szk7\/ABJPDZVlpcoLpvQpNY9PP8uazXYd2buXZ1zXvMsYN7D8y+4ljrx8ueOMkwSr2umvaW0ZXiUeafcW0lZWJel4Zl9W5XHW18XoK4myNzD3LLjTKVUTdtfcWIgtQyCJIlVz+O\/Ux++vkzz7PQcd+pj99fJnAZvHoZ6kSo0zRnkjpGKiIkII0UOqyRGhsyRADEMAIThdkxgRhGxIAAoqSsyvcdTrMWxVN6DodePiQbJ0OvHx\/ICIAAZauHfWrwZok7tsy4F2nf8AhZpN4uXJQSlBrdETVTmpKz3NWueM2ygTq08vgQKlmgScGldouo0u2RGvUvotiba8fW6pJKnJ9hfTpqKvIUsTyRN\/pZj+1TpyXYQL44nmidSmpK63G\/2eMvTKPI+TEbZSSVy2pjjtkdNrWx0OHVoxg05JPM3q7diMU67atY2YPAZ4XcU9TGfXtvCTy9Nyqp7SXvHmMz4SvU+LI\/snlmXhI5O7TOdkZcRSzrVtPsKsTw6oovK5S7m7mGGKqQdm\/ZJGppw5cM8rvCrJcOnfrRfvRsw2HUF3maPEZdsF7zRSxDn1Vry7S+nK\/wAizTQSjIpjGfJlihP1WS2VjHh5eK7x9rM6K2xunP1WChL1X7hLIvJhzck9wJ2J+cI+bl6r9w\/NS9V+4Wyphx83H9pSnciOUJLdNCafZuWOPLjnc5Mr7qdOpbQn51EIQ0V9wyd5PT0yc+E8Z7N1WWxdypJIsi+0zdfh34cc5u505S1C5C4zLud7Eoy1ILVo6Xm4qPVW3IgzxJlNKV7lplWDjn1Mfvr5M4DR3uOfUx++vkzhHTHpVckZ5I1NFFSJuMVSA2IrK6hsyZDD9pMgBiGADEMgAAAM1XdkCdbrFZoBbQ68fH8itFlDrx8fyAjlFYmIIswvW9jNZlw3W9jNR0xceTsAmAGnNqp1FJWe4oULO7FQpW6TLFUUroxf8dp7ntTWrX0WxCjG8gq08r7h4d9Iv4YvvL2trwk9FsVeYlyLq1RxemxV6S+4k21lrfsvMS5FtCElvsV+kPuD0iXJFu0njCrK0i7EdX2mZyu7s04nq+4fon5Z6SvJHpeEVoxpNN6532dyPN0X0kd7h9KUoNpN9J\/JGORridT0mHP4MXpEOfwZleHn6r9wvR5+q\/ccXdr8\/T5ldR0pdbK\/FXM\/mZeq\/cR8zP1GBHEYOhNWtFcnHRnFxnDpU9YSzLmt0dt0J+qyLoy9VllHHwnEJx0n0l8fedvCY2lNbpPk9GYq\/D82qi4y5odLAqP2W3zYo7MZU+cfgNunZ2yX7L2sc3I+Qsr5EFdac8127Pu29hYsbK20X7CLj3Ecncb8o8d4OSXeOSNSo5O7fs7DZg6EUs02rvZX2Rky9xFpi5fprj+PZl5Z3dXYjSbS27CnMRZW6iW7XvMvUuzEr6Gbz0fWXvLI1lLZpgWpjuVqQ7kVNSs7mmXEYWtrt3GSOpB0XaKussXJpWXaQacLVTbszTcwcP2k7WebUurVbdFPXtJVZOM1r0u5Tj8pHEzo6fFn9Bp\/eR\/lkcWzOmM9Ja0XFJXKozsWpmhnqRsVmqcbmZrUsZqVF6lpVS3LSVDGIAGMQAMAAgzV+sVltfcjThc0CMbmmlCzQQjYnHcgyiYxMqLsIrz\/AMrNJRgPrPYy9o3g48gL6NLtZQWTrNqxqsY6naVatfRbFKdgASFy21U6ikrPcpqQcWVplk6rasTTXlue1yamimVCS7yCk1sWrEPkNWG5e0Y0JPuLnaESt4h8iqUm9xq03jOiRqxPVMpOdVyVi2JjdSoHoOD4mXmnlf2nfxsjz56LyegnRldf+x\/JGOXpvi+7TZ6XU5\/AXplTmvcdvg+BpVM+eF7Zbatc+R0\/2Nh\/7pf6pfqcZNzbvbp5L0yp3e4Txc3vb3Hqa\/DsJTjmnBJd8pa\/E5GIrYbalhl4ylL5XN48WWXTlyc+HH91cz0qfJB6VLkviaJWf2IrwT\/MULL7EX4p\/kzp\/Gzef+dxf6o9KlyQelS5I6mHqYXarhkv4oyk\/hc61HheEqRzQpxa7pS\/U55cWWPb0cfPhyfbXl\/TpeqgePfqI9Z+xcN\/cr3y\/U43HOHUqc4KnHKnFt2u7695izU27S7cl8RfqL3kHxP\/APWveVY2NOlHNOTS2Vldtnn8TxCTfQ0XvbJPY71XjMI9aEff\/wAFM+Pw\/u0\/++B5xty1YXtrua8TbXiuIzqPpOy7Elaxjm3zHJ3IpGtILNE41WndEJXsK4HZwuIzR13L4s5\/DZK7jKVtOVzoK19HdczFWLoFiRXBjq1MsXLkYaRxGJyNKNrtpPuuZ3UvLR3b7eRiqz+03duUW\/eaqMei5W8DetEqWOX0Vv44\/KRzMqN\/FH9G\/v038JnKjVLj0lWSpohFWLUwaKImastTTYprIsSq6e5aVU9y0MmAAAwAAGAAQRlBPckkAFDJR3IolHcDGDACo08P+tXgzVXjaXiZeH\/WrwZ0MRC6vyNY1jObjKAAdHnAAAAAAAAAAAAAAAAAHo\/J36iX4j\/lR5w0UOJVaKy02km76pPX\/qOfLN4uvF9z6P5Pb1f8n5nQ4hjo0IXesn1Y8\/8Ag8v5CcSnVeKdVq0I0nta189\/kTxmKdao5vbaK5R7C8HH5eqz8rm+nPXdQxGInVlmm7v4LuRWAHvk10+Jbbd0AABAXYXEzpSzQdua7H4lICzay2XceuwOMjWhmjo9pLtTOT5R9en91\/Mw8Oxbo1VL7L0kuaNnlFLp03\/C\/mfP+Rh4vufF5vqz33Hg\/KPE5qsaa2ir+1nJiauIzc8RUb7Hb3EsJgpVXaK05nPH1Hq1usbb7CSpyfYenwfAoR1n0ny7DorBU7WyIzeSOs4bXilQd7W1NMOGVZbQfyPXUcDTg3JRV+bL2ifUbnD+3jKnCqsd4mOrScXqj29SJysfhFNPTUTNMuHU9PN0J5Z3e2x16E05RjzTfuTZya1JxbTNHCpN1435SX\/1ZuuDsRI4z6qXs+aHEMRFunJLexzVx1FvTtzR+Z0m0qb8JDweEyrNLrP4IwYjEXvTjzd37TV9rFtSqp5\/GmvhM5tWnZ6F9B9Cp96n8plUnc3EvYp7FhGCJogTRTVWhe0VzQKz0lqXKNxUafaXPQqSKWgJTIhDAQwgGICBgAAMlHciOO5RkAYio08P+tXgzrHJ4f8AWrwZ1ijFVhlfcQNtWGZWMbVtDpK8+eOqQABWAAAAAAAAAAAAAAEJ7kxOFzOfTpx\/c7\/klUy0sYl9r0ePsvUb+R2qWHlOMpRV1He29vA8\/wCTaa88vw\/6\/wBTv0K8qclODs18VyZ34Z\/T08Hy8pebWXUVl08LUi4xcXmkrxju\/cdaWGjGLxKpPPlUvNaWi\/WtyKcBJzhXrSqZZ6RztXyp8jX1PW45z4+rq3v\/AIzPhVa18ivyUk37jNRoSnLJGN5a6bbGuOGpqWZYyKktb5Hf5myjUhLFqVOSk\/NPM0rJy5k+pV+jjbPx7\/crmVcFUhKMHHpS2Sab+BbLhVZK+RO3YpJv3EsFNww9atH6y8Y5u1J7sqlS83ThXhW+kb1SeqNeWTP08Nb1f33+GVo0Y6vmpUW\/sxlF+x\/oXcWXThO1pTpxlJd5yse\/oJ90Z\/JHH5H9uPbv8SeHP4vH6zm32yk372ep4dRUIJI83gYXmkeqw6sjxZ38Pu8M\/LXFkyuKLIxOL1mxNliRRXxMIdZl0nSM2ZaquFXidD1vgzFLikL2S05l8azc45fE6Vp3KeHK1eH+b5M7OJpxrQunr2HFoJwrRX2lKx2l3Hkzmrt1olqKkWxObKR5iTs2lzftPTnnPMylVlGKu80vmaxEqC+jqfep\/KYsp0K2DVKhzk5wu\/ZIxG9qSQwAAZCSJMjIIjS7fEm0Qp7stYWKam5ElU3IlYoAACGAAAwACAROO5BEo7lGUTGJlRp4f9avBnWOTw\/61eDOsUBVWpZvEtAJZtz2rAbKtJS8TLODW50lcMsbEQACsAAAAAAAAAAAlEiSiZz6dOP7nb8m4XhiJeq6Puef9Ed\/B1oU25yi5TXUX2b82c7yGoecjjYc40beN52NMotNpqzTs13nbgsuHi8XzJcOSZxdHGVFV87m6fbfZrl4Gj02EZuUIdCcbVab2v3GADtcJXknLlG9PCJ5rVZduR2t4XI4fHKNeVWUbJxkrRW2mhiAeEPq3cskjRgsV5u6cc1OStOPNF6eEi8yVWXaoO1vazAAuMpOSya1tbia8qs3OW77FslyHWwydBOS6ym\/Zt+RXTpuclGO7dkdXjNJU6cYLaNNo4fIsmHi9fwpcuS514Dh1C1aae0bo6E+KKDyxjmK3TarVV6yTRdmVCMYwinUk7XfM8F9vu4bkR\/aNeW0XFcsrOhg8VL7W5XWlGm8tapUlUspSUHGMYr27sdbD2fQlmi4qUZc0LG8Mvboqd1c52JipdYvoTbgVqF012mXa9MtDAqSco0HJX3k8qJTrRpyUKlDzd9tFZluPz1I04wsowTvF2tfn3mfzcnRhSl0nFtp72XI24e99LvR1F3jon2HGx1K2Ij3tfM9FSp9GxzsXhc9anrazfyM432ueO4oRZEuxNOMV0V22vzKIsOOU16qxBTpRi21FJt3dluxRZNBGfin1K+\/H5SORY6\/E\/qV9+Pykck6Y9KQhsRQmQkTZFhEYblpTDcuTAok9RA9xFYMAAIBiGAwEMgCUdyJKO5RlEMRUaeH\/WrwZ1ji4OqoVFKW1mdD9oU+b9zKNQGX9oU+b\/0sP2hS5v3MDUKUU9zN+0KXN+5h+0KfN+5gOph+XuKXFrct\/aFPm\/cxPHUnu3\/pZqZOd44qAk8RRfa17GVutT9d\/wCll8oxeOpAV+fh63wYefh63wZdxnxqwCKqw7ZfBjVal2yf+ljyi+FMkkOOKort+DHKtGesXpttbUxlluOmGFl29d\/456+L8KPzmd3jXDm71oLX7aXb3nC\/8c9fF+FD5zPbjDK4+4cvHOTHxrxIHocfwaM7zpdGXavsv9DiV8LUpu04Nd\/Z7z248kyfG5eDPjvuKQADbgALsPhKlR9CDffsvedzh\/B402p1OlPsX2V+pjLkmLvxcGfJfU9IcF4dk+lmuk+quS5+JR5S1UssXu4O3vO8ea8qvrKX3X8zwcuVy919rh45xyYx5ypH6SL7mvl+jLK+Hu1JbrYhWezvs7m2lLMjz2vfhPTNLD+ckpzjrZLfcvnG0bez2F6iV14WjcbdZjoYSPRsRtaVi7Azjaz3RnxVeHncmZZuxBfw0Ze4PNrkWU3dIm0F0oehiqv6SD7\/AMjbUMFZ9OHPMhGMhxLTKud2Y4mjiM7yiuS\/Myorz8n3LYsmiqLJxYc1XEvqf88flI5J1eI\/Vf54\/KRymdMemiExiKIsTJMjIIhDcsuVw6xZJFRQAAGTAQwgAAAYAADHHcQ47oDKAAVEWAMAAGAAIYhgADGgEkEhiYUkTirkCcQHMgTncrYDZrwfVfj+SMZrwnUfiSjZhuIVsO5eYqyp5rZsrte17X9795c\/KHG\/4ur\/AKjny3Isg6cfKHG\/4ur\/AKicePY1\/wD5dW33jlwRdAbF8+LYhy1ryfsj+hfPideCjlryT3dkk\/kczt9ppqpNxTuvYPK\/tPDH9L35Q43sxdW3iejhxTEWX089l2njJx6TttfQ9RHZeCM5bdJI2\/tXEf30\/eUYjEzqNOpNya0V3sUsTMbppi4pK0YNet+TOjgp3ijl8V6sfvfka+FVL0492hdenXjvt2YEMV1dBU5GeviU3ZGXpt0xUYZakpK6lLe7ui1xV7u1+faTpxW7HOMNefM0xq1soSVty5vQ5WZLZluFxN9L35ksXy121TMGKlZxfJpm2cjn4v8AQRM76Z8VXU53SsloVJkHuxx3SK8tu1sSaZWTQFfEPqv88flI5Z0+IfVf54\/KRzDePSkxDYihMiyTIyKitPUnOZWyLDOzAQBkwAAGAAAwEMAJR3RElDdAZQACoTEDAAAAAAAYANCGFMiyRFgIsgQJxCFL4CjG45AmwqBpw00o+0zyPVeQ\/C6VeqpVoqcU5xySScX0U7\/EUcCU7sjc+u\/\/ABzA\/wCDof7cRPycwP8Ag6H+3Emjb5NGSLIVEj3+OhwyneMMFRqT7qccq9v6HHrRoyvbCYaC\/hoxv72csuTGOWXNhi8rSklJN7XNyq05STbStbsOp6HS\/uoeyKRZTo0o\/wDooy7pUov8jH1sWP5OLztWzqaO6utT01jdg54G6VbAUV\/FCCa9x6WhgsJUipQpU5RfakjpLM+q7YcuOXTxbIs91+ysP\/cQ\/wBKOP5S4OlSowlTpxi3USbSs7ZXoLhp08njOLdWPj+RHg9azlHt3XgPikk1FXW7MGEc1Wjki5PklfTtNSel3qvUxleLMWJzQd4xuu4vU8u+nNDnJTjoY6eje1WFp15u6oZldWvUUUbPMYi+lKhSj2uT85Jd\/Iy4evOGkZWW\/MslVv15OXc3p7jTp4W\/lhr4PpO9Z1NdbLLFo10cPGMVZWZNNN7exBVnZEqZai2ctDJXpyqNRg1e6ertez2XeKNV63MteMpSupNMkjlbuK5qzae92ToyeZJf97fyOtQw6xeHzNJV4Xg5c2tr+Kscupg6kHdxat2rVG9OAJIiiRnSqOIv6H\/PH5SOYmdHib+h\/wD6R+Ujlpmp0LBAJlUMhIkRZUVvci9yb3IMM0AABANCJR7QAAAAABgBKG6IkoboDKAswZioGILiuAwFcYAMQXAY0K40wprYgySZFgCL4ooRapBCkhxW4LVkk1qBVI9v\/wCO9\/8APU\/kR4mo1fQ9v\/47\/rqfyIlV7+c1FOUnZJXbfYjyXFuNSrNwp3jS9zn493cavKXiF36PB6Kzn3vsR5883Ny\/+Y8fNy\/+YAGB5nkCV9FuOcHF2kmnyasyVHrw+9H5npPKmkvNQnbpKdr9zT0+BvHDeNv6dMcPLG39PLmnBY2pQnmpvxi9peJnEYls9xiWy7j3XD8fDEU88dHtKPbFnL8sKFSph6caS6XnVdt2ssstfkcThmOdCqprq7TXOJ6ziDU6cGtU2mn3WZ7+PPzj6HFyec\/14qj5Pqy849uyPa+9nVoYOFKKjCKS7jfKBW4nTTs5nFsInTc46Sj8TjYSeuVnpsXH6Kf3X8jzdWj9pb\/MzXTFpVNPtBUFuZKWIs7PQvWKRjTtMmnMktrIy1qvaU1cXe67CNKMpvXSPzLpi5b9LKEL+BZGGpdCFlZCjHUjUjocDhapUXY4xftWh1HRW1jHwaGtSX3Y\/n+aOolqdcenDPtysVwqEru1nzWhyq\/DZw26S+J6qpsZ3AtjG3h+Kx+hs\/7yPykchKx67ytpJUYNLV1Ff\/SzyjM603DQMSYMigixiZRVJ9JIT3J+Zd8y15rkRe4ZIAAIemhK+5WTitCgAAIAYgAZKG6IjhugMkYttJK7exb6JU9R\/A0YaglUi79p1Cjh+iVPUfwD0Sp6j+B3AKjh+iVPUfwD0Sp6j+B3AA4folT1H8A9Eqeo\/gdwjKaW7A43olT1H8A9Eqeo\/gdGeL9VFMq8n2mdxPKMbwtRfYfwIuhL1fkam7gTyZ82XzUuQeZlyNQE8jzZ1hpvaL+A\/RanqMvJxrSXaXyPNl9Fqeoz2nkLelCU5q2WVWXsUEebhi+a9x6DhFb+zVHF7ycfeo3Jllqba8vVqdSo5ylOXWk234sv4fgJ4ieWGiXWk9ooynsOGwjhsGqjX2POS5ttXt8kePjx877eDjx88vaNHgWHpx6azPtlOVl7i2HDcJJ2jTpt8k7\/AJnk8Zi51pudR35Lsj3I3eTK\/tX+SX5HXHPHy1I648mNy8ZinxrDQpYmlGnFRi1B2XPMdPyq\/dl+JH5Mw+UX73S+7D+dm7yp\/d4\/iR+TNf8A2tmvNKnw3CVIpKMHKyvlnr8GcrivA3RTqU25U1un1o\/qjkLR3Ts1s1o0et4DjnXpShU1lDRt\/ai9r\/EzjceT+utM43Dk\/rrVeRPRcLxOfCqL3pzy+xptHFx9DzVapTW0ZO3huvgauDT1nHnlfuv+pjhvjnpjhvjnp2XHkQlAtiNx+Z73vZqkLq3sPOOnZuL3TaPU1InF4pQyzzLaX8xjKOmF9uVUpJ7q5Q8Ouw3tEHA57dtMsMMjZShZCUSyIJDsEI6kki\/D0M0lHn8hCunwyllpK+8m5fp8LGuxOMUlbsCx2jzW7qqaCWhKS1FNFZec8s7ej09P\/Z\/SzxrPY+WX7vT\/ABP6WeNkzN7dJ0LjuQbBMgkQlKxK5XLUCcKttiydLN0o+4yuBowk9XF+wqKmrbiNtWmpLv5mNq2jCI3Jp6ELDSAkAAQAAMAHDdCHDdAaKPXRuMNHro3FhQAAVAJuxGpUUVdmKrVcn3ciW6S3S2riuyPvM0m3q2AHO1zt2AACMgAAAAAAAAAA6XB03LtslJ29hzTveSdDzldw9anVXty6DW5YutyxrPY0o+kYBRi9ZUsv+ZK1vejx9ue51OC8W9HbhO7pSd9NXF8zzcWUxuq8vDlMbq\/ly5JptNWa0afYzq+TX70vuS\/I7lbAYbFfSKzb+1B2b8Tn4DCxo8RdOF8qpvd3eqRucdxylbnFccpfwq8ov3ul92H87N3lT+7x\/Ej8mYfKL97pfdh\/Ozv47BQrwyVL5U1LR21\/6zpJu5x115XOPBnp\/JbDOMJ1GrKbSj3pX1+JohwLDQeZptL15aGXi3HIRg6WHacrWcl1Yru5sxjx\/T\/tlWMOP6d8snF4tWU8TVkts1l7Fb8izg76cnyS+f8Awc5NZoqWkbq7XYr6nrFwulh41Ja5WoZddXLX9UZ4sbln5McWNyz8ihU1ROFTVEq8KVOcaWRucklmzPS7tctlTpJ1IqMk4Ru53dlpe3ie57VM5K7M+KoqpBx7d0+83UKMIZfPP6SdrRfZ3GevHLUlFbX0Isee83zDzR0sdSs862ej8TI0cbNPTjdxnUB5S6wWI2jCJ1uF4eyztavbwMeFw+eVvsrrP8juUl\/wdMY48mX4EkDiN6scjo4KZ7oJobWqJuIHlPLT93p\/i\/0s8Yz2vluv7PT\/ABf6WeKZm9tzpEaZFjAAJJCIpWI9WSZZYUo3QGzdEJwTHh3eKJtGmWZ0ORW6TRssDiEYQNcqaZTOjyJoVgNpoQUDhuhEoboDRR6yNpio9ZG0QBCpUUVdkm7K5z61TM79nYLdM26Kc3J3ZEAOTkAAAgAAAAAAAlkdr20Im7DdRFk21JthA1YmjpmXtMos0WaB6XyG\/fIeFT+U80ek8hv32HhU\/lLj2uPbteUOB81Wc0uhU18Jdq\/M5R77GYWNam6c1o\/enzR4rHYGdCeSa0+zLskjzc3Hq7jy83Hq7jOm1qnZ92h1fJyV8Wru7cJLV+BySdKpKElOLtJO6a7GcsctWVxwy1ZXX8qP3iH4a+bOPnfrP3svx2NnXkp1LZlHLorX1\/5Mxc8t5Wxrky3lbDbb3bfiJgOMHJqMU23okt2Y7Y91LBYJ4itGktm+k+Ue1ntcZRzqklsqkb+Cuc\/hXDXh4uTf0st7di5Iuqqa9ZZbvS+i5nu4cPGe3v4cPGe2mfnHiEml5pO6el21H9SNd+ejBp2iqtpLsaUrfp7zGo1bX6b03u3oV0Itqyu9bpLU7uzbWw79Idao0qUEmtd7Lb3lVanJ9OStmd1qVVY1JuzU5W3TvoWutKqsyg8sVbTVAVNKUWn4M5lfDyg+cea\/M6FTNB5srUX2tWRZaVn0WtLvTs5ks21jlY4tyVOlKbtH39iOnPC660tbN6xtot2ThTnbqO29lEz4ul5EsNSUI2Wy3fa2bI7a9piw7c3pFuK5alzqSbVovVdHTc2432vjuwkUxz7ZZX3tZjcpWbyuy3dgia6yLLFF5Jq8Wr7ablsW9LrwKPL+XatQp\/i\/0s8M2e58vf3el+L\/AEs8Jcze2oZJIUUTRlQyJJiCmhiRIC3DLo+0uKsOuiWmmaQWAkgiNiLRYRYFbgVSpci8LAZJRsEN0anEqdO2pFTo9ZG0xUesjXUnlTYiVmxVX7K9pmBu7uBzt25WgAAjIAACgAsOwCAdu4VgA34bqIwG\/DdRGse2se0qq6L8DnHSq9V+BzUXIzB3\/IeT\/aNNdmSp\/KcG3cSpVJQeaEpRlzi3Fr2omPa4TdfairE4aFWLhUipR7\/mj5EsdX\/xFb\/en+o1jq\/+Irf7s\/1N9ulxe5x3k5OLbovPH1XpJfkzkVcPODtOEo+MWjzyx1f\/ABFb\/en+pL06u98RW\/3Z\/qccvj43r082Xx8b16dq44xbdopt8krnV8mUp4aLmlN5pay6T37z0NOKS00XdoY\/jf65\/wAb\/XmsJwOvUs3HJHnPR+7c9Hw\/hVPDq6WafbN7+zkTu12toHPTdnbDhxxdsOLHBYl0r8k2DXSeb7SjD4Ns5+IlJJ2k7PfUoeLbV3N3T59p1ddupJtWadoqUnJ90VlSMvD22pLLK02+lH7NzJ5+ThaUm1va5h4pxCrRo0\/MTacpJaWd9GB6KEZRi80ryeeTezaWi0KKtGWbJCbhGEElZPpX7\/ceQnxvFwhnnPS2XW2i5O2xH\/5RiZRWkckWuk07J9moHqeLRzTUFm7I69Xut7za0pOSV\/rIQle1rQWbT5Hi6vlXJWlNKTT0kpu3sua+FcadZNqbV3K6zX1e4V6eac5LW96NWzTuulKNtfAo4jUXmW7T1nK2XZZeir92hzlXqR2nJWWVWey5FNbiUYJRq17R9XNf4IaHb4bTcKKfa883ztayLIRy1Y30jTo795xY8foWuqstFlTyy25bFcvKOlLoupOV9LWeo0bd6V1GqpKdllhHK802t739pYqTUMl9vNp63d815XOJ+3qUVrVqLXZp3NXD8eq6lOlOWjs773sNI6KqPOk95VJNLlFJr8viVVJ3lZbLRFeV5s13m531JwiB5n\/yAv7NR\/F\/pZ4WMT3nl6v7PR\/F\/pZ4cze24EMAIoZEkIBoHsCHa7S7wNMFZJEgA0wBiGACYyLAQEkJoBEZ7E7EZ7ARpdZEsZPaJGl1kV15Xk\/cY36TKqwADDiASBG2hRyq73LJtqTaqnhe2XuNMaUVskTIymluzepHSSQ7BYq9JjzD0mPMvo3FtiNRdF+BKMrq62FU6r8AOab8N1EYDfhuojGPbGPadTqvwOfR6y8ToVOq\/BnOpuzTLkuTpWMWM6y8PzL\/AEqPf7iivNSkmnpY06Y9q4skgVgbDdNMsgiEI9vYW7GmHsvJN\/QNcqkvkj0MWec8lY2w7lznJ\/Jfkd6NQrNaLkJsI1ERmyCmlHPViuy934I1ylmnTk9lGrL2aJfBmOFbzblK15NWXcEMfe0ZwbWRxk76t6XA00ass1GHrRlOXt1+ZzeLcW9GpLEKkqlepN06ENuim9f+80aY4v6SVTL9nLFX2Ry+I8Xjh6dJSoRqVo5nSnPaD5\/H4Ad6nQSrVqqSzzUIpaayjG\/5\/AyVcHBPBYdJOnTlKpf7kbX7+lJHnoeVLpxpvzbk4QqXbmunVlbpbbdbTvKoeV0vMKlCi1WjR81Cs6l2nlSc7W3uk7Bdu9iq1R4\/h7iujOlVU7q9otRnbufQRKrjKsqGKqqtSoyVZ0qNSdlFQi1zvdvpHPlx7LjKcpU3ZUYwV5LrSs8z003a9pGXEIujUw0sL5zzcszcpWUpSbbaVuy4R14V5uUcPVSdNYN1MRJq15yaS+UzwLw6UXPI8kbJzbtmfdzPT8U495xSjTi4LI6lS97yiovKr8rtaI83iI0mqeac8\/mqVkksqVl2+8QrsvhGejk6EakbWcNXttL3oxLhcqN5VqkYx\/hd5PuSOssWorPBudqMG6bstLR6d\/C2nieYxWIlVqSm929uXcSb21daObvJ6t66N8j0HklLLVqRvdOF\/an\/AMnnfMvLm+B1PJrEtYuEeySkvg3+Rtze3ZKJC5JMNPNeXn7vS\/F\/pZ4c9x5d\/u9L8X+lniDne250QwAikAwAETpLpeBEuox0uVKsAYFZIBgAhEhAAmSEwC4p7MBT2YFdN2aZQXXKTnWMwAAZc2jCU7vN7jYVYdWiiycrJs6Tp2nqKcRXy6Lcxtt7hKV22xGbXO0AAGUb8P1ETqdV+BDD9RE6nVfgdZ06zpzTfhuojAb8N1EYx7Yx7TqdV+BzEdOp1X4HMRcjMxpCC5nHtePs2ySVxRVyxOx0du0tF2iUiuUrvQcSxK9p5OSthY98pv4nWVQ4nCpZKMI9xr8\/Ynk6zj9OvSqmnMmjgQxtuw0R4hK23xL5OdwrdVRjq6OL\/isUzx0+SMdbGTfLfsQ8onhXWpyTZx\/KTJJQpyqKDs52a0ly17DZhKmuvI5fHo56luzIl8WzW2dPPyo\/xKxFUmnfS3MWIpZWa8NGGXK9b2vfZk3pi+mjjcoQruC0tGmnbnlRGpJ4d06cEnWlFTqSks2VPaKT2038SfH+HVp4qtONKWTS0tlZRS\/Ihi6HpUlWpVKazQgpxlNRcZJWenLQq6aFi3Upyp06d6rspyekI010tX2ammjw6UqUJpYeccqg6jcp6LS\/K5zsX9HQhRjNSi5TztbSkktO9K50sBxCosHUul0ckYtrRty29xmrNflTS85HEVE8uWhSyTm7qLjlt73c4MZNWPS8bqJ06vmldQq\/Tq2uayyvw\/M8\/TqZ5KLiv0NbRpjWuk0aOG1nHFUnZNOcVe2qvoc\/EwlH7St2JBg67jOHJTi\/iSMx9LiyRXFkmzTTznlw\/wCz0vxf6WeKPZeWr+gp\/i\/0s8ac8u3THoAAEUDAYBY0xVlYqpR1uXFZpiGIqABiABDEAxMYmAhT2YxT2YGGNZt2JlFJdJF5zyYzAABlzdKnsvAjiOowoSvFEpxumjr+Hb8OaANAcnIAAAb8P1ETqdV+BDD9RE6nVfgdZ06zpzTfhuojAb8N1EYx7Yx7TqdV+BzEdOp1X4HNRcjMCtqMlFPdGZ2YdnFNaClPS2wObX\/dSu5t3SuaMLTzNGeKOrgqVlctpI7mHlaKRbIzYbY0HLb0y+kI7miJWoliJtNFIzT3NMjPJFlTS3DTszNj+lVb8PkWQ0I1I3kzcyZ8XIxtGT1SMdOTvllG99rOx36jcdrX8LmPD4KFXFQUnFRbu4a9JJXdjUrGU17Y\/NXdnC8rXSlUu2WUaVtXBLwR38dKnhMvmMNGVSbsklq14+4vo05YmlKFWkqU+zK01fsf\/BNM3kz\/AB\/x5jD4mMs8HTjUp3UrSk4SUtrpo0VMRNqNONJU6MXmUYycry7W2zlVHllNRS3tftVn2GjCUatVyyXbik9L7PwNasJlhfujY8c44qpWjTk4VG1ODWkoPdM59dKE5OGaNNvoqXWS5OxGvKpGThKbUk7NXat4k50qTVlV+kS1zdSXcn2D3+Usw162pr1G7XenYRi7a8izCtt5Y087b5anRcYUkliVaT6SUYX05XLvTEj3NGXRT5pMKlQow1S9ODXbCL+BCrUNI4vlfK9CH4i\/lZ5E9N5TVc1KK5VI\/KR5o55duk6IYDIoHYCyjHtKLIRsiQIZWCAGAAAxAIRIiAwYxMBEZ7MkRnswMGHV5xX\/AHYsIYX6yPiXVo2kzGTGaAABhzacHU+z7jWctOzujfRrKS7+R0xrpjVWJoX6S9plOoVzoxluiXFbi54Gt4Nc2Z6sMsrGbNMWabMN1ETqdV+BDDdRE6nVfgdJ06TpzTfhuojAb8N1EYx7Yx7TqdV+BzUdOSurFHoi5s1lNtZTbGNTt2e01+iR5szYuGWSS2t8TMhhNVVKV3cERsy6jBt6GnVfg6OZr4nepULIx4OlZxTR2VAxlW8YhShYtSGkNGHWJRiSyhEkRUJIqlE0MqmWCnKFiTIp6moqutC4uG4Z+lwm07RjPXsu1b8zRYMDBuu5coNe9o6Y9uXJPSOPni5VpQo0Vk0SqS8Fd7nQqV40Vkv9LKLcbpqN0uZ5HF8WrOrUSrSUc8rJPZX0Oxw7GekYSp56b+ilF+c7Ut9\/f7zVxk9uHlb6eYrwlCcoz6ybv4np+FqOCwfn6nWqSh7It6fC7FjOGUq1am5Syzlut88Vv8DJ5UYlTnDDxTtBXaXN7fD5lxu4mU16Lymwi85GulpPST\/iWz9q+RwqiR63hf02FVOrB3j0emmr22a9hycXwSMbyVZQj\/H2e0W6Jjb0jwXiTjLJNxVJLe1spu4jHD1pxdSvFKKfRUl2nCxEoQWWnUlJ9rStG3d2mVK5m47u2pnqar6LQajThGOyikvBIzYnEZU2yrCzaoUrvXzcNfYc\/HVXLTsOnTDn8RqOdOUn\/eQ+UjmHSxkbUX9+Hykc053t0nQGAEDSu7GiKtoQpQtr2k0Vm1JAMRUJjEMAEMQAyJISAYAAEWRnsybIT2YGHC\/WR8TZjIbP2ABL0mXTMAAcnEDUmndCAK10sV6xfGaezADcrcqRgxXXfsABl0uXTVhuoidTqvwADU6WdOab8N1EAGMe2Me1oABtsGDHy6a8F82IAsUpX7Do4Kl9poAM1uOphFeaOrYYHKu2JDQARtOJK4AFRZXMYBFYktQA1FWIeHxEKc3nko32b2ADpj258nTl0+B0ZTd8TB32s1f5mvGUadDDToQabqb27eb9yGB0ryVVwiGRTxFSbcYxyRzO+WK1l+RyanlHVk24QhG73tdgAhPbZwvjk51YwquOWWl0rdLs+Jm8pnNVUnJ+bkrxXYn2\/wDe8AKbceMbg427QAD1+uSEeUYp+4z1adwAtWMnFI2oL8SPykccQHO9uk6MnTjfUABVw0AFYMGIABDAAAQAACQABITAAAhPZiAD\/9k=' alt='https:\/\/www.metadialog.com\/' class='aligncenter' style='display:block;margin-left:auto;margin-right:auto;' width='403px'\/><\/figure>\n<p><\/a><\/p>\n<p><p>With AI handling many routine accounting tasks, accountants can focus on more strategic financial planning and analysis. Strategic financial advisors help businesses to make informed decisions based on economic data and forecasts generated by AI systems. With the use of AI, many accounting tasks can now be automated, such as data entry, account reconciliations, and financial statement preparation.<\/p>\n<\/p>\n<p><h2>Automation of Accounting Tasks<\/h2>\n<\/p>\n<p><p>Envisaging future financial trends and needs is a cornerstone of effective business planning. Thanks to its strong analytical capabilities, intelligent tech scrutinizes and analyzes historical data to identify patterns and correlations, thus, enabling accurate forecasts for budgeting purposes. AI has the ability to greatly improve accounting performance, accuracy, and insight. With the advent of artificial intelligence accountants will simply need to adapt or, in all probability, be eliminated.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src=\"data:image\/jpeg;base64,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\" width=\"309px\" alt=\"role of artificial intelligence in accounting\"\/><\/p>\n<p><p>These advanced systems process historical data, <a href=\"https:\/\/www.metadialog.com\/blog\/ai-in-accounting\/\">identify patterns, and<\/a> simulate future scenarios with remarkable accuracy. By leveraging the financial insights and projections, you can confidently make strategic decisions that drive growth, maximize profits, and secure a stable financial future. AI has surpassed the traditional boundaries and transformed the accountancy sector, revolutionizing how we manage accounting data and make informed decisions.<\/p>\n<\/p>\n<p><p>As AI advances, the software will increasingly be able to examine vast quantities of complicated data previously thought unmanageable. Again, by relieving human employees of some of the more tedious auditing chores, they will be able to focus on more skilled and fascinating activities. Software for natural language processing is already used in auditing to assist computers in analyzing and comprehending the structure and meaning of phrases. Computer learning allows a machine to swiftly process data by constructing algorithms and learning processes, allowing for a thorough examination of massive amounts of data. For instance, an accounting system may be programmed to auto-code transactions from a bank feed depending on criteria specified by a user.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src=\"data:image\/jpeg;base64,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\" width=\"306px\" alt=\"role of artificial intelligence in accounting\"\/><\/p>\n<p><p>However, these tasks can be time-consuming and prone to errors, which can result in delayed payments, inaccurate financial reporting, and, ultimately, negative impacts on the company\u2019s bottom line. AI in accounting can help improve accuracy and efficiency, reduce costs, and provide valuable insights and predictions for decision-making. Robots are limited by the past data they learn from and are restricted in their functions by the parameters set by humans.<\/p>\n<\/p>\n<p><p>Read more about <a href=\"https:\/\/www.metadialog.com\/\">https:\/\/www.metadialog.com\/<\/a> here.<\/p>\n<\/p>\n<ul>\n<li>However, it\u2019s important to note that AI will not replace the need for human accountants altogether.<\/li>\n<li>Justin Hatch is the Founder and CEO of\u00a0Reach Reporting, the leading visual reporting software on the market.<\/li>\n<li>Blockchain<\/p>\n<p>Another way that artificial intelligence might impact accounting and finance is using blockchain technology.<\/li>\n<li>Almost all accounting tasks, including payroll, tax, banking, and audits, have become automated with AI, disrupting the accounting industry, and bringing about a big change in how business is done.<\/li>\n<li>Since AI can spot discrepancies and identify inaccurate or irregular entries in records and statements, accountants with the aid of AI can rely on accurate details any time they construct documents (Botkeeper, 2020).<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence AI in Accounting &#038; Auditing: A Literature Review Although the industry is just beginning to witness AI\u2019s impacts,&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[279],"tags":[],"class_list":["post-15068","post","type-post","status-publish","format-standard","hentry","category-generative-ai"],"_links":{"self":[{"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/posts\/15068","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/comments?post=15068"}],"version-history":[{"count":1,"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/posts\/15068\/revisions"}],"predecessor-version":[{"id":15069,"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/posts\/15068\/revisions\/15069"}],"wp:attachment":[{"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/media?parent=15068"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/categories?post=15068"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/abrar.edu.so\/sohc-conference2022\/wp-json\/wp\/v2\/tags?post=15068"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}