AI-Agents for Data Quality in Education working with Kintone

Check forms for missing details, return them for correction. Every one is ready to run, and you can adjust it in plain language.

Check Answer Sheets

Turn emailed answer sheets into scores in the class gradebook.

See question scores in your gradebook, with an email pointing out blanks and uncertain marks that still need your decision.

Works with13 tools
Send Mail Merge Batches

Send approved admissions emails using current prospect details.

Your scheduled mail merge uses the latest recipient list, so you can see who was emailed and which rows need attention.

Works with15 tools
Send Mail Merge Emails

Send approved student outreach and flag rows that need correction.

Your mail merge goes out after you approve the sheet, with send results and rows needing attention visible beside recipients.

Works with14 tools
Send Scheduled Mail Merge

Send approved school mailings to current recipients and flag list gaps.

Your mail merge goes out on the date you choose, using current spreadsheet rows. You get a send log and a list of rows to fix.

Works with15 tools
Send Workbook Mail Merge

Send approved prospect emails and track sends on the school contact list.

You get personalized emails sent from your workbook tab, with sent rows marked and problem rows called out for you.

Works with12 tools
Evaluate OMR Scans

Score scanned answer sheets and flag unclear marks for review.

Your exam scores and question results go into one spreadsheet, while unclear scans wait for your review.

Works with10 tools
Flag Possible Purchase Duplicates

Show possible repeat purchase requests from campus teams.

See possible repeat purchases in your review sheet, alongside the earlier requests you can compare before deciding what to do.

Works with24 tools
Send Community Newsletters

Send school communities event updates matched to their interests.

Your subscribers get community news that fits their location and interests, and you get a report of what went out.

Works with11 tools
Convert PDFs to Markdown

Turn course reference PDFs into Markdown and flag weak scans.

Get Markdown from PDFs in your knowledge-base folder, with questionable pages called out for your editor to review.

Works with6 tools
Export Form Entries

Export admission applications after each deadline with gaps marked.

Get a downloadable CSV after your form closes, with the entry count in its name and missing answers and possible repeats flagged for review.

Works with28 tools
Return Leave Requests

Send school staff precise requests to correct incomplete leave forms.

Your employees get a clear correction request when a leave form misses something your chosen policy requires, before manager review.

Works with8 tools
Create Purchase Approval Tasks

Send department purchase requests with quotes for budget review.

Your budget owners get the purchase details and quote link together in an assigned task, ready to review.

Works with20 tools
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