AI for Business

Basic Information

Course ID
a3ff1e33-442d-4626-8971-9a787ac3ebed
Option ID
e8f78102-9aca-47d0-82dd-b5a062f8d4c3
Provider
The University of Edinburgh
Type
postgraduate
Academic Year
2026
Source
ucas
Created
2/21/2026, 1:01:07 PM
Updated
3/27/2026, 9:06:39 AM

Other Options for this Course

No other options

Listing Data (Raw)

{
  "id": "e8f78102-9aca-47d0-82dd-b5a062f8d4c3",
  "duration": {
    "quantity": 1,
    "durationType": {
      "id": "4",
      "caption": "Years",
      "mappedCaption": null
    }
  },
  "features": {
    "accelerated": false
  },
  "location": {
    "id": "039ebcf9-3ec2-42a4-a3c9-bb2293c45bce",
    "url": null,
    "name": "Central area campus",
    "ukprn": null,
    "address": {
      "line1": "George Square",
      "line2": "",
      "line3": null,
      "line4": "Edinburgh",
      "region": {
        "id": "11",
        "caption": "Edinburgh, Lothians and Borders",
        "mappedCaption": "Scotland"
      },
      "country": {
        "id": "000",
        "caption": "United Kingdom",
        "mappedCaption": "Scotland"
      },
      "latitude": 55.944565931,
      "postcode": "EH8 9JZ",
      "longitude": -3.1881320543
    },
    "isDefault": false,
    "geoLocation": {
      "latitude": 55.944565931,
      "longitude": -3.1881320543
    },
    "tefCodeType": null,
    "locationCode": "-",
    "googleMapsUrl": null,
    "googleMapsParams": null,
    "locationCategory": null,
    "geoLocationString": "55.944565931,-3.1881320543"
  },
  "startDate": {
    "date": "09/2026",
    "nonSpecific": false
  },
  "studyMode": {
    "id": "3",
    "caption": "Full-time",
    "mappedCaption": "Full-time",
    "excludedSchemesForApplication": []
  },
  "durationRange": null,
  "outcomeQualification": {
    "caption": "MSc"
  },
  "academicEntryRequirements": null
}

Detail API Response (Raw)

{
  "course": {
    "id": "a3ff1e33-442d-4626-8971-9a787ac3ebed",
    "cpdFlag": false,
    "options": [
      {
        "id": "e8f78102-9aca-47d0-82dd-b5a062f8d4c3",
        "status": {
          "published": true,
          "availableForApplication": true,
          "applicationStatusSummary": "Please speak to the provider to make an application",
          "acceptingApplicationsMessage": null,
          "notAcceptingApplicationsMessage": null
        },
        "cycleId": null,
        "modules": "See the University of Edinburgh website for detailed programme information.",
        "deadline": null,
        "duration": {
          "quantity": 1,
          "durationType": {
            "id": "4",
            "caption": "Years",
            "mappedCaption": null
          }
        },
        "features": {
          "accelerated": false
        },
        "location": {
          "id": "039ebcf9-3ec2-42a4-a3c9-bb2293c45bce",
          "url": null,
          "name": "Central area campus",
          "ukprn": null,
          "address": {
            "line1": "George Square",
            "line2": "",
            "line3": null,
            "line4": "Edinburgh",
            "region": {
              "id": "11",
              "caption": "Edinburgh, Lothians and Borders",
              "mappedCaption": "Scotland"
            },
            "country": {
              "id": "000",
              "caption": "United Kingdom",
              "mappedCaption": "Scotland"
            },
            "latitude": 55.944565931,
            "postcode": "EH8 9JZ",
            "longitude": -3.1881320543
          },
          "isDefault": false,
          "geoLocation": {
            "latitude": 55.944565931,
            "longitude": -3.1881320543
          },
          "tefCodeType": null,
          "locationCode": "-",
          "googleMapsUrl": "https://maps.googleapis.com/maps/api/staticmap?zoom=10&size=2048x600&scale=2&markers=size:tiny%7Ccolor:red%7C55.944565931,-3.1881320543&key=AIzaSyDAC7vZWEFNPF6GFUZvXfO5PRDxdEC0Gc0&signature=UmRiwqp5eqO_GtqYJ71X9zPrH4c=",
          "googleMapsParams": "55.944565931,-3.1881320543",
          "locationCategory": null,
          "geoLocationString": "55.944565931,-3.1881320543"
        },
        "startDate": {
          "date": "09/2026",
          "nonSpecific": false
        },
        "studyMode": {
          "id": "3",
          "caption": "Full-time",
          "mappedCaption": "Full-time",
          "excludedSchemesForApplication": []
        },
        "applyCycle": "2026",
        "courseFees": [],
        "courseType": null,
        "entryPoints": [],
        "durationRange": {
          "max": null,
          "min": null
        },
        "admissionTests": [],
        "subjectOptions": [],
        "useDefaultFees": false,
        "providerApplyUrl": "https://study.ed.ac.uk/programmes/postgraduate-taught/1138-ai-for-business?utm_source=ucas&utm_medium=programme&utm_campaign=pg_institution_profiles&utm_content=listing",
        "assessmentMethods": null,
        "entryRequirements": "Entry requirements for individual programmes vary, so please check the details for the specific programme you wish to apply for on the University of Edinburgh website. You will also need to meet the University’s language requirements.",
        "internalReference": null,
        "providerCourseUrl": "https://study.ed.ac.uk/programmes/postgraduate-taught/1138-ai-for-business?utm_source=ucas&utm_medium=programme&utm_campaign=pg_institution_profiles&utm_content=listing",
        "professionalBodies": [],
        "qualificationLevel": {
          "id": "SCQF_11",
          "caption": "SCQF Level 11",
          "mappedCaption": null
        },
        "subjectToValidation": false,
        "outcomeQualification": {
          "id": "158",
          "caption": "MSc",
          "mappedCaption": "Masters degrees"
        },
        "deferredEntryDisallowed": false,
        "additionalFeeInformation": "Tuition fees vary between degree programmes. Find the specific fees for your chosen programme on our website.",
        "academicEntryRequirements": null,
        "additionalEntryRequirements": [],
        "englishLanguageEntryRequirements": [],
        "minimumAcademicEntryRequirements": null,
        "subsequentYearsEntryRequirements": null,
        "amsApplicationConfigurationOptions": {
          "useAscii": false,
          "hasNoVacancies": "False",
          "customQuestions": [],
          "vacancyStatuses": [
            {
              "status": null,
              "domicile": "eu",
              "hasVacancies": true,
              "flattenedVacancy": "eu"
            },
            {
              "status": null,
              "domicile": "wales",
              "hasVacancies": true,
              "flattenedVacancy": "wales"
            },
            {
              "status": null,
              "domicile": "eng",
              "hasVacancies": true,
              "flattenedVacancy": "eng"
            },
            {
              "status": null,
              "domicile": "int",
              "hasVacancies": true,
              "flattenedVacancy": "int"
            },
            {
              "status": null,
              "domicile": "scot",
              "hasVacancies": true,
              "flattenedVacancy": "scot"
            },
            {
              "status": null,
              "domicile": "ni",
              "hasVacancies": true,
              "flattenedVacancy": "ni"
            },
            {
              "status": null,
              "domicile": "roi",
              "hasVacancies": true,
              "flattenedVacancy": "roi"
            }
          ],
          "hasRestrictedVacancies": "False",
          "hasRestrictedEligibility": false,
          "restrictedEligibilityUrl": null,
          "restrictedEligibilityInfo": null,
          "useEnhancedCriminalConvictionCheck": false,
          "notAcceptingInternationalApplications": "False"
        },
        "englishLanguageEntryRequirementInformation": null
      }
    ],
    "suggest": "AI for Business. The University of Edinburgh. Artificial intelligence. Business and management. Business innovation",
    "summary": "The rapid spread and impact of AI technologies create exceptional opportunities and challenges for organisations, and for the managers who lead them. \n\nBusiness managers play a critical role in leveraging AI effectively and responsibly in organisations. They are responsible for tasks such as:\n- allocating resources to buy AI applications\n\n\n- envisioning the introduction of AI into organisations\n\n\n- translating generic guidelines for ethical AI into practice\n\n\n- leveraging AI solutions to:\n\n\n- manage employees\n\n\n- engage customers\n\n\n- monitor business processes\n\n\n- inform planning decisions\n\n\n- deciding which criteria to use to evaluate the success of AI\n\n\nFuture business managers need to understand the opportunities and challenges that AI technologies bring to organisations, and how to leverage AI technologies to create value responsibly.\n\nThis MSc programme will teach you about the different types of AI solutions available. You will learn about their potential to support organisational transformation and deliver new forms of value creation. You will also evaluate the challenges AI brings to organisations and individuals, and the existing approaches to ensure AI is deployed ethically and responsibly.\n\nOur content is informed by the programme team’s research expertise and close industry connections, developed as part of our research work on the organisational adoption and market diffusion of digital and AI technologies.",
    "atasFlag": false,
    "contacts": [
      {
        "id": "df612882-904e-40a0-a9b0-fa27651b6976",
        "fax": null,
        "email": "",
        "phone": "0131 297 3272",
        "title": "The University of Edinburgh",
        "isDefault": false,
        "hasCourses": false,
        "isClearing": true,
        "clearingUrl": "http://www.edin.ac/clearing",
        "enquiryLink": {
          "url": null,
          "caption": null
        },
        "availability": "",
        "coursesCount": 0,
        "isAdmissions": false,
        "socialMediaPresences": []
      }
    ],
    "keywords": null,
    "provider": {
      "id": "114bb2e7-442a-d9fd-ee93-bdf998c6ca0e",
      "name": "The University of Edinburgh",
      "ukprn": 10007790,
      "address": {
        "line1": "The University of Edinburgh",
        "line2": "Old College",
        "line3": "South Bridge",
        "line4": "Edinburgh",
        "region": {
          "id": "11",
          "caption": "Edinburgh, Lothians and Borders",
          "mappedCaption": "Scotland"
        },
        "country": {
          "id": "103",
          "caption": "Scotland",
          "mappedCaption": "Scotland"
        },
        "latitude": 55.947,
        "postcode": "EH8 9YL",
        "longitude": -3.1881
      },
      "aliases": [],
      "logoUrl": "https://d1l6hqpjksdq9d.cloudfront.net/Prod/114bb2e7-442a-d9fd-ee93-bdf998c6ca0e",
      "aliasName": "The University of Edinburgh",
      "websiteUrl": "http://www.ed.ac.uk/studying",
      "liveProvider": true,
      "providerCode": null,
      "providerSort": "Edinburgh, The University of",
      "providerUrls": [],
      "imageLocation": null,
      "institutionCode": "E56",
      "providerShortName": "The University of Edinburgh",
      "cukasInstitutionCode": null,
      "requireAsciiDocuments": false,
      "providerAbbreviatedName": "EDINB",
      "aliasNameWithoutApostrophe": "The University of Edinburgh"
    },
    "subjects": [
      {
        "id": "1038",
        "caption": "Artificial intelligence",
        "mappedCaption": null
      },
      {
        "id": "350",
        "caption": "Business and management",
        "mappedCaption": null
      },
      {
        "id": "2499",
        "caption": "Business innovation",
        "mappedCaption": null
      }
    ],
    "auditions": [],
    "studyType": {
      "id": "1",
      "caption": "Taught",
      "mappedCaption": null
    },
    "department": {
      "id": "f28d8e83-6f0d-5eb3-e999-c93c416ecc36",
      "name": "Business School"
    },
    "hecosCodes": [],
    "jacs3Codes": [],
    "publishEnd": "9999-12-31T23:59:59.9999999",
    "shortTitle": null,
    "specialism": {
      "primary": [],
      "secondary": [],
      "specialismStudyTypes": []
    },
    "visibleEnd": "2027-08-01T08:00:00",
    "compositeId": "a3ff1e33-442d-4626-8971-9a787ac3ebed-2026",
    "courseTitle": "AI for Business",
    "facultyCode": null,
    "routingData": {
      "scheme": {
        "id": "none",
        "caption": "Direct application only",
        "mappedCaption": null
      },
      "destination": {
        "id": "pg",
        "caption": "Postgraduate",
        "mappedCaption": null
      }
    },
    "availableEnd": "9999-12-31T23:59:59.9999999",
    "englishTitle": "",
    "publishStart": "0001-01-01T00:00:00",
    "visibleStart": "2025-04-29T08:00:00",
    "taughtInWelsh": false,
    "ucasApplyData": null,
    "academicYearId": "2026",
    "availableStart": "0001-01-01T00:00:00",
    "awardingBodies": [
      {
        "id": "360",
        "caption": "The University of Edinburgh",
        "mappedCaption": null
      }
    ],
    "applicationCode": null,
    "courseTitleSort": "AI for Business",
    "abbreviatedTitle": null,
    "balanceIndicator": null,
    "copyFormRequired": false,
    "internalReference": null,
    "currentlyInClearing": false,
    "ucasTeacherTraining": false,
    "degreeApprenticeship": false,
    "qualifiedTeacherStatus": null,
    "sponsorshipInformation": null,
    "internationalInformation": null,
    "courseTitleWithoutApostrophe": "AI for Business",
    "additionalAuditionInformation": null,
    "higherTechnicalQualifications": false
  },
  "version": 7,
  "academicYearsInformation": {
    "2026": 1
  }
}

Normalized Data

{
  "scrapedAt": "2026-03-27T09:06:37.887Z",
  "scrapedPte": null,
  "scrapedUrl": "https://study.ed.ac.uk/programmes/postgraduate-taught/1138-ai-for-business?utm_source=ucas&utm_medium=programme&utm_campaign=pg_institution_profiles&utm_content=listing",
  "scrapedToefl": null,
  "scrapedAiUsed": false,
  "scrapedFeeRaw": null,
  "feesConfidence": 0,
  "normalizedFees": {
    "home": null,
    "currency": null,
    "international": null
  },
  "scrapedAiError": null,
  "scrapedDuolingo": null,
  "scrapedTemplate": "drupal",
  "scrapedCambridge": 185,
  "scrapedIeltsBand": 6,
  "scrapedLangSource": "course_link",
  "languageConfidence": 0.9,
  "normalizedLanguage": {
    "pte": null,
    "ielts": {
      "overall": 7,
      "min_component": 6
    },
    "toefl": null,
    "duolingo": null,
    "cambridge": 185
  },
  "scrapedLanguageRaw": "English language tests we accept\nWe accept any of the following English language tests, at the specified grade or higher:\nIELTS Academic: total 7.0 with at least 6.0 in each component We do not accept IELTS One Skill Retake to meet our English language requirements.\nTOEFL-iBT (including Home Edition) before 21 January 2026: total 100 with at least 20 in each component We do not accept TOEFL MyBest Score to meet our English language requirements.\nTOEFL-iBT (including Home Edition) from 21 January 2026: total 5.0 with at least 4.0 in each component. We do not accept TOEFL MyBest Score to meet our English language requirements.\nC1 Advanced (CAE) / C2 Proficiency (CPE): total 185 with at least 169 in each component.\nTrinity ISE: ISE III with passes in all four components.\nOxford ELLT: total 8 with at least 6 in each component.\nOxford Test of English Advanced: total 155 with at least 135 in each component.\nHow old your English language tests can be\nTests no more than two years old\nThe following English language tests must be no more than two years old on the 1st of the month in which your programme starts, regardless of your nationality:\nIELTS Academic\nTOEFL-iBT (including Home Edition)\nOxford Test of English Advanced\nTests no more than three and a half years old\nAll other English language tests must be no more than three and a half years old on the 1st of the month in which your programme starts, regardless of your nationality.\nDegrees taught and assessed in English\nWe accept an ",
  "scrapedIeltsOverall": 7,
  "scrapedLangSourceUrl": null,
  "scrapedTuitionFeeHome": null,
  "scrapedTuitionFeeIntl": null,
  "scrapedEntryRequirements": null
}
← Back to Courses