Bud Financial Retrieve Customer Characteristics API

Retrieve Characteristics associated with an individual Customer based on their financial data.

Operations 5

GET /characteristics/v1/customer Retrieve Customer Characteristics #
GET /characteristics/v1/customer/credit-card Retrieve Customer Characteristics - Credit Card #
GET /characteristics/v1/customer/loan Retrieve Customer Characteristics - Loan #
GET /characteristics/v1/customer/overdraft Retrieve Customer Characteristics - Overdraft #
GET /characteristics/v1/customer/saver Retrieve Customer Characteristics - Saver #

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OpenAPI Specification

bud-co-retrieve-customer-characteristics-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: 'Bud API Services: Documentation Retrieve Customer…'
  version: 2.10.10
  description: '# Overview


    ## Introduction

    Welcome to Bud''s API Platform documentation.'
  contact:
    name: Bud Support
    email: help@thisisbud.com
    url: https://www.thisisbud.com/
  x-logo:
    url: data:image/png;base64,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
servers:
- url: https://api-sandbox.thisisbud.com
tags:
- name: Retrieve Customer Characteristics
  x-displayName: Retrieve Customer Characteristics
  description: Retrieve Characteristics associated with an individual Customer based on their financial data.
paths:
  /characteristics/v1/customer:
    get:
      tags:
      - Retrieve Customer Characteristics
      summary: Retrieve Customer Characteristics
      description: 'Retrieves a collection of characteristics associated with an individual Customer.

        For data on why an individual characteristic applies to a Customer, use the relevant detailed endpoint.


        The currently supported characteristics are:


        | Characteristic | Description |

        |:---------------|:-----------------------------------------------------------|

        | `credit_card` | Customer has made credit card repayments |

        | `loan` | Customer has made loan repayments (excluding credit cards) |

        | `overdraft` | Customer has paid overdraft fees |

        | `saver` | Customer has savings transactions |


        New characteristics will be released and added to this list without a breaking change notice.'
      operationId: characteristics_v1_customer_get
      security:
      - OAuth2: []
      parameters:
      - $ref: '#/components/parameters/ClientId'
      - $ref: '#/components/parameters/CustomerId'
      - $ref: '#/components/parameters/CustomerIdempotentIdentifier'
      - $ref: '#/components/parameters/CustomerSecret'
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GetCustomerCharacteristicsResponse'
              examples:
                Multiple Characteristics:
                  value:
                    operation_id: characteristics_v1_customer_get
                    data:
                    - type: credit_card
                      link: characteristics/v1/customer/credit_card
                    - type: loan
                      link: characteristics/v1/customer/loan
                    - type: overdraft
                      link: characteristics/v1/customer/overdraft
                    - type: saver
                      link: characteristics/v1/customer/saver
                No Characteristics:
                  value:
                    operation_id: characteristics_v1_customer_get
                    data: []
        '401':
          description: Unauthorised request
        5XX:
          description: An unexpected error occurred on the server side
  /characteristics/v1/customer/credit-card:
    get:
      tags:
      - Retrieve Customer Characteristics
      summary: Retrieve Customer Characteristics - Credit Card
      description: Retrieves detailed information for a customer that marks them as a credit card user.
      operationId: characteristics_v1_customer_credit_card_get
      security:
      - OAuth2: []
      parameters:
      - $ref: '#/components/parameters/ClientId'
      - $ref: '#/components/parameters/CustomerId'
      - $ref: '#/components/parameters/CustomerIdempotentIdentifier'
      - $ref: '#/components/parameters/CustomerSecret'
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GetCreditCardCharacteristicsResponse'
              example:
                operation_id: characteristics_v1_customer_credit_card_get
                data:
                  credit_card_transactions:
                  - transaction_id: 864a3efc-6104-4dde-99a0-c3d91a8bcecf
                    account_id: ad7d5904-39ab-4736-b726-5792c7a2146e
                    credit_debit_indicator: debit
                    description: CREDIT CARD PAYMENT
                    provider: BankOfBud
                    status: booked
                    amount:
                      value: '1234.56'
                      currency: GBP
                    date_time: '2023-07-03T10:00:00Z'
                    enrichments:
                      categories:
                        l1:
                          slug: borrowing_and_loans
                          confidence: '0.99'
                        l2:
                          slug: credit_cards
                          confidence: '0.99'
                  credit_card_transaction_totals:
                  - amount:
                      value: '1234.56'
                      currency: GBP
                    credit_debit_indicator: debit
        '401':
          description: Unauthorised request
        5XX:
          description: An unexpected error occurred on the server side
  /characteristics/v1/customer/loan:
    get:
      tags:
      - Retrieve Customer Characteristics
      summary: Retrieve Customer Characteristics - Loan
      description: Retrieves detailed information for a customer that marks them as a loan user.
      operationId: characteristics_v1_customer_loan_get
      security:
      - OAuth2: []
      parameters:
      - $ref: '#/components/parameters/ClientId'
      - $ref: '#/components/parameters/CustomerId'
      - $ref: '#/components/parameters/CustomerIdempotentIdentifier'
      - $ref: '#/components/parameters/CustomerSecret'
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GetLoanCharacteristicsResponse'
              example:
                operation_id: characteristics_v1_customer_loan_get
                data:
                  loan_transactions:
                  - transaction_id: 864a3efc-6104-4dde-99a0-c3d91a8bcecf
                    account_id: ad7d5904-39ab-4736-b726-5792c7a2146e
                    credit_debit_indicator: debit
                    description: CAR LOAN REPAYMENT
                    provider: BankOfBud
                    status: booked
                    amount:
                      value: '1234.56'
                      currency: GBP
                    date_time: '2023-07-03T10:00:00Z'
                    enrichments:
                      categories:
                        l1:
                          slug: borrowing_and_loans
                          confidence: '0.92'
                        l2:
                          slug: vehicle_loan
                          confidence: '0.80'
                  loan_transaction_totals:
                  - amount:
                      value: '1234.56'
                      currency: GBP
                    credit_debit_indicator: debit
        '401':
          description: Unauthorised request
        5XX:
          description: An unexpected error occurred on the server side
  /characteristics/v1/customer/overdraft:
    get:
      tags:
      - Retrieve Customer Characteristics
      summary: Retrieve Customer Characteristics - Overdraft
      description: Retrieves detailed information for a customer that marks them as an overdraft user.
      operationId: characteristics_v1_customer_overdraft_get
      security:
      - OAuth2: []
      parameters:
      - $ref: '#/components/parameters/ClientId'
      - $ref: '#/components/parameters/CustomerId'
      - $ref: '#/components/parameters/CustomerIdempotentIdentifier'
      - $ref: '#/components/parameters/CustomerSecret'
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GetOverdraftCharacteristicsResponse'
              example:
                operation_id: characteristics_v1_customer_overdraft_get
                data:
                  overdraft_transactions:
                  - transaction_id: 864a3efc-6104-4dde-99a0-c3d91a8bcecf
                    account_id: ad7d5904-39ab-4736-b726-5792c7a2146e
                    credit_debit_indicator: debit
                    description: OVERDRAFT FEE
                    provider: BankOfBud
                    status: booked
                    amount:
                      value: '12.34'
                      currency: GBP
                    date_time: '2023-07-03T10:00:00Z'
                    enrichments:
                      categories:
                        l1:
                          slug: banking
                          confidence: '0.92'
                        l2:
                          slug: overdraft_fees
                          confidence: '0.80'
                  overdraft_transaction_totals:
                  - amount:
                      value: '12.34'
                      currency: GBP
                    credit_debit_indicator: debit
        '401':
          description: Unauthorised request
        5XX:
          description: An unexpected error occurred on the server side
  /characteristics/v1/customer/saver:
    get:
      tags:
      - Retrieve Customer Characteristics
      summary: Retrieve Customer Characteristics - Saver
      description: Retrieves detailed information for a customer that marks them as a saver.
      operationId: characteristics_v1_customer_saver_get
      security:
      - OAuth2: []
      parameters:
      - $ref: '#/components/parameters/ClientId'
      - $ref: '#/components/parameters/CustomerId'
      - $ref: '#/components/parameters/CustomerIdempotentIdentifier'
      - $ref: '#/components/parameters/CustomerSecret'
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GetSaverCharacteristicsResponse'
              example:
                operation_id: characteristics_v1_customer_saver_get
                data:
                  saver_transactions:
                  - transaction_id: 864a3efc-6104-4dde-99a0-c3d91a8bcecf
                    account_id: ad7d5904-39ab-4736-b726-5792c7a2146e
                    credit_debit_indicator: debit
                    description: SAVINGS
                    provider: BankOfBud
                    status: booked
                    amount:
                      value: '150.00'
                      currency: GBP
                    date_time: '2023-07-03T10:00:00Z'
                    enrichments:
                      categories:
                        l1:
                          slug: pensions_savings_and_investments
                          confidence: '0.99'
                        l2:
                          slug: savings
                          confidence: '0.99'
                  saver_transactions_totals:
                  - amount:
                      value: '12.34'
                      currency: GBP
                    credit_debit_indicator: debit
        '401':
          description: Unauthorised request
        5XX:
          description: An unexpected error occurred on the server side
components:
  schemas:
    TransactionTotal:
      type: object
      description: Totals of all included transactions for the specified currency.
      required:
      - amount
      - credit_debit_indicator
      properties:
        amount:
          $ref: '#/components/schemas/BudAmount'
        credit_debit_indicator:
          type: string
          description: Credit/Debit Indicator
          enum:
          - credit
          - debit
    GetCreditCardCharacteristicsResponse:
      title: Get Credit Card Customer Characteristics Response
      type: object
      required:
      - operation_id
      - data
      properties:
        operation_id:
          type: string
          enum:
          - characteristics_v1_customer_credit_card_get
        data:
          type: object
          properties:
            credit_card_transactions:
              type: array
              items:
                $ref: '#/components/schemas/CustomerCharacteristicTransaction'
            credit_card_transaction_totals:
              type: array
              items:
                $ref: '#/components/schemas/TransactionTotal'
    GetOverdraftCharacteristicsResponse:
      title: Get Overdraft Customer Characteristics Response
      type: object
      required:
      - operation_id
      - data
      properties:
        operation_id:
          type: string
          enum:
          - characteristics_v1_customer_overdraft_get
        data:
          type: object
          properties:
            overdraft_transactions:
              type: array
              items:
                $ref: '#/components/schemas/CustomerCharacteristicTransaction'
            overdraft_transaction_totals:
              type: array
              items:
                $ref: '#/components/schemas/TransactionTotal'
    BudMonetaryValue:
      title: Monetary Value
      description: "The value of the monetary amount. The value is formatted with the number of decimal places for the respective currency. \n\nExample: `10.98`\n"
      type: string
    GetCustomerCharacteristicsResponse:
      title: Retrieve Customer Characteristics Response
      type: object
      required:
      - operation_id
      - data
      properties:
        operation_id:
          type: string
          enum:
          - characteristics_v1_customer_get
        data:
          type: array
          items:
            $ref: '#/components/schemas/CustomerCharacteristicSimple'
    CustomerCharacteristicSimple:
      title: Customer Characteristic
      type: object
      properties:
        type:
          title: Characteristic Type
          type: string
          description: 'The type of customer characteristic. Currently supported values include:

            - `credit_card`

            - `loan`

            - `overdraft`

            - `saver`


            However clients integrating with this endpoint should expect more to be added without notice.

            '
        link:
          title: Characteristic Details Link
          type: string
          description: The URL to follow to get detailed Characteristic information about the customer.
    CustomerCharacteristicTransaction:
      title: Customer Characteristic Transaction
      type: object
      description: A financial transaction
      required:
      - transaction_id
      - account_id
      - description
      - amount
      - credit_debit_indicator
      - status
      - date_time
      properties:
        transaction_id:
          type: string
          description: Unique identifier for the transaction. May be mutable depending on original ingestion source.
        account_id:
          type: string
          description: Identifier for the account associated with the transaction.
        provider:
          type: string
          description: Name of the transaction source provider. Optional as it may not have been supplied when using first party data.
        description:
          type: string
          description: Description of the transaction.
        credit_debit_indicator:
          type: string
          description: Credit/Debit Indicator
          enum:
          - credit
          - debit
        status:
          type: string
          description: Status of the transaction. Defaults to booked.
          enum:
          - booked
          - pending
        amount:
          $ref: '#/components/schemas/BudAmount'
        date_time:
          type: string
          description: Date of the transaction compliant with RFC3339.
        enrichments:
          type: object
          description: Contextual enrichments associated with a Transaction
          properties:
            categories:
              $ref: '#/components/schemas/components_schemas-Categories'
    Category:
      title: Category
      type: object
      description: Category associated with a Transaction
      required:
      - slug
      - confidence
      properties:
        slug:
          type: string
          description: Unique human readable identifier of the category. Not subject to version control.
        confidence:
          type: string
          description: Degree of belief of correct assignment, expressed as a probability.
    GetSaverCharacteristicsResponse:
      title: Get Saver Customer Characteristics Response
      type: object
      required:
      - operation_id
      - data
      properties:
        operation_id:
          type: string
          enum:
          - characteristics_v1_customer_saver_get
        data:
          type: object
          properties:
            saver_transactions:
              type: array
              items:
                $ref: '#/components/schemas/CustomerCharacteristicTransaction'
            saver_transaction_totals:
              type: array
              items:
                $ref: '#/components/schemas/TransactionTotal'
    BudCurrency:
      title: Currency
      description: 'The three-letter [ISO currency code](https://www.iso.org/iso-4217-currency-codes.html) of the monetary amount.


        Example: `GBP`

        '
      type: string
    BudAmount:
      title: Standard Bud Amount
      type: object
      description: The monetary amount.
      required:
      - value
      - currency
      properties:
        value:
          $ref: '#/components/schemas/BudMonetaryValue'
        currency:
          $ref: '#/components/schemas/BudCurrency'
    components_schemas-Categories:
      title: Categories
      type: object
      description: 'Categories enrichment associated with a Transaction, as generated by Bud''s artificial intelligence models.

        Currently two levels of category are supported, with `l1` being a coarse-grained category level and `l2` being more refined.

        '
      properties:
        l1:
          $ref: '#/components/schemas/Category'
          description: Level 1 Category
        l2:
          $ref: '#/components/schemas/Category'
          description: Level 2 Category
    GetLoanCharacteristicsResponse:
      title: Get Loan Customer Characteristics Response
      type: object
      required:
      - operation_id
      - data
      properties:
        operation_id:
          type: string
          enum:
          - characteristics_v1_customer_loan_get
        data:
          type: object
          properties:
            loan_transactions:
              type: array
              items:
                $ref: '#/components/schemas/CustomerCharacteristicTransaction'
            loan_transaction_totals:
              type: array
              items:
                $ref: '#/components/schemas/TransactionTotal'
  parameters:
    CustomerId:
      in: header
      name: X-Customer-Id
      schema:
        type: string
        format: uuid
      required: true
      description: A unique identifier for a Customer, as registered on Bud's platform.
      example: c3339af9-2426-44d4-9c4d-ddb8fd281e23
    ClientId:
      in: header
      name: X-Client-Id
      schema:
        type: string
      required: true
      description: The API Client Identifier (Service Application Identifier).
      example: 8711bbef-b357-4c2d-97ca-0d9df4206e9a
    CustomerIdempotentIdentifier:
      in: header
      name: X-Customer-Idempotent-Identifier
      schema:
        type: string
      description: 'Use the internal client identifier, provided in the `client_metadata` object when creating the customer in __Create Customer V3__, in place of an `X-Customer-Id` header.

        '
    CustomerSecret:
      in: header
      name: X-Customer-Secret
      schema:
        type: string
      required: false
      description: The Bud Customer secret used to encrypt customer data. This is required only if the customer secret is not already stored with Bud.
  securitySchemes:
    Basic:
      type: http
      scheme: basic
    OAuth2:
      type: oauth2
      flows:
        clientCredentials:
          tokenUrl: /v1/oauth/token
          scopes: {}
      description: "\nAuthentication flow:\n\n1. Perform OAuth2 Client Credentials authentication using API Credentials (`client_id`,`client_secret`) to obtain an `access_token` against `/v1/oauth/token` endpoint,\n2. Use `access_token` as Bearer Authorisation for every other API request,\n3. Include `X-Client-Id` (=client_id) within the header of every API request,\n4. Note that some of the requests may also require `X-Customer-Id` to be provided within the request header.\n\n### Examples\nObtain OAuth2 `access_token` and `refresh_token` using `grant_type=client_credentials` and HTTP Basic auth header\n\n```\ncurl --basic --user {{client_id}}:{{client_secret}} \\\n  -X POST https://api-sandbox.thisisbud.com/v1/oauth/token \\\n  -H 'Content-Type: application/x-www-form-urlencoded' \\\n  -d grant_type=client_credentials\n```\n\nSuccessful response:\n```\n{\n  \"operation_id\": \"oauth_token_post\",\n  \"data\": {\n    \"access_token\": \"dd0c17e3fd6d2ce94aa091257a3ea393b4f9b5cf3d3e998f07dc9826da86ff15\",\n    \"token_type\": \"bearer\",\n    \"expires_in\": 3600,\n    \"refresh_token\": \"fac32cca7559d9f6e8f1dfe9a99c71fa1dcfeb482bedf287d7934d2667ae54b3\"\n  }\n}\n```\n\nRefresh `access_token` token using `refresh_token` against `/v1/oauth/token` endpoint with `grant_type=refresh_token`\n\n```\ncurl -X POST \\\n  https://api-sandbox.thisisbud.com/v1/oauth/token \\\n  -H 'Content-Type: application/x-www-form-urlencoded' \\\n  -H 'X-Client-Id: {{client_id}}' \\\n  -d 'grant_type=refresh_token&refresh_token={{refresh_token}}'\n```\n\nSuccessful response:\n```\n{\n    \"operation_id\": \"oauth_token_post\",\n    \"data\": {\n        \"access_token\": \"cc0c17e3fd6d2ce94aa091257a3ea393b4f9b5cf3d3e998f07dc9826da86ff94\",\n        \"token_type\": \"bearer\",\n        \"expires_in\": 3600,\n        \"refresh_token\": \"ffc30cca7559d9f6e8f1dfe9a99c71fa1dcfeb482bedf287d7934d2667ae54b3\"\n    }\n}\n```\n"
x-tagGroups:
- name: ''
  tags:
  - OAuth2
  - Authentication
- name: ''
  tags:
  - Create a Connection
  - Manage a Connection
  - Ingest First Party Data
  - Connect API
- name: ''
  tags:
  - Manage Customers
  - Customers API
- name: ''
  tags:
  - Enrichment Resources
  - Enrichment Totals
  - Enrichment API
- name: ''
  tags:
  - Retrieve Financial Data
  - Manage Financial Data
  - Correct Financial Data
  - Financial Data API
- name: ''
  tags:
  - Spending Budgets
  - Savings Goals V2
  - Goals API
- name: ''
  tags:
  - Regular Payments Finder
  - Income Finder
  - Loan Finder
  - Debt Collection Finder
  - Product Finder
  - Subscription Finder
  - Smart Finders API
- name: ''
  tags:
  - Transaction Search
  - Intelligent Search API
- name: ''
  tags:
  - Customer Applications
  - Customer Application Links
  - Aggregation Buckets
  - Retrieve Affordability Report V2
  - Retrieve Affordability Report
  - Retrieve Affordability Risk Insights
  - Assess API
- name: ''
  tags:
  - Initiate Payment - Bud license
  - Initiate Payment - Client license
  - Manage Payments
  - Payments API
- name: ''
  tags:
  - Retrieve Customer Characteristics
  - Characteristics API
- name: ''
  tags:
  - Retrieve Actionable Insights
  - Custom Insights
  - Frontend Widgets
  - Insights API