Models
Out of the box models
:Status colour Purple title Improvement Splitting and classification has been improved further for
receipt
,invoice
, andcredit_notes
There are considerable improvements in the latest party information, especially in receiver name
Line items
:Status colour Purple title Improvement Our latest model now better recalls tables and thus gives back better predictions
API
Stats/inbox_id/evaluated_versions
: We have introduced a new parameter, which allows the user to indicate whether they want stats results based on the different version names (Status colour Green title Feature predicted
,reprocessed
, or other).Swagger/apidoc
: Apidoc now has a wider set of endpoints available for use.Status colour Green title Feature
Models
Out of the box models
:Status colour Purple title Improvement Splitting and classification has been improved further for
receipt
,invoice
, andcredit_notes
There are considerable improvements in the latest party information, especially in receiver name
Line items
:Our latest model now better recalls tables and thus gives back better predictionsStatus colour Purple title Improvement
UI
Stats:
ML Awareness
: Our newest stats graph, Automation Insights, is up and running! This graph shows, based on the uploaded files, what the automation blockers are. When a file is uploaded it is either fully automated, or flagged for review for 3 different reasons, so this graph gives an overview of the 4 possible outcomes:Status colour Green title Feature correct: the prediction is correct and thus does not block the file to go STP
thresholds: the confidence level of the prediction is lower than the threshold set, thus blocking the file
prediction: if the prediction is empty, thus blocking the file
computed fields: the computed field did not pass the test, thus blocking the file
Review:
Data entry
: Our date fields (data type: date) now always send back a uniform format. If a user then annotates a date that shows as “27.01.2022”, it will automatically be transformed asStatus colour Blue title Fixed 2022-01-27
. This is the same format as the JSON format also receives and sends it back so it will be the universal date format through out our BE to FE.Actions > Extract a Table
: Annotating an extra large table and you made a mistake? We just added a “back” feature which allows for human mistake!Status colour Green title Feature
Studio:
Formats - Computed fields
:Status colour Green title Feature Computed fields can now also refer to header fields. For example, a computed field can now compare the sum of all items in a line-item column with a value given as header field.
Computed fields can now also be placed within line items.
Settings:
Thresholds
: We have now defined the optimized default threshold levels for the basic fields. These will be automatically set whenever those fields are added in the format.Status colour Purple title Improvement
...