Automate the manual work in MonkeyLearn

FullSpec maps how MonkeyLearn fits into your day-to-day, finds the repetitive work worth automating, and gives you a clear plan to connect it with the rest of your tools.

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MonkeyLearn by the numbers

Insights from real process mapping sessions that involve MonkeyLearn.

No processes mapped yet using MonkeyLearn. Map a process that uses MonkeyLearn to see automation data here.

Map a MonkeyLearn automation

Top 5 MonkeyLearn friction points when done manually

Manually copying MonkeyLearn results back

After MonkeyLearn classifies or extracts data, you have to manually copy the results from the API response or dashboard back into your spreadsheet or database.

78% report this

Retraining MonkeyLearn models repeatedly

When your business data changes or new categories emerge, you have to manually retrain your MonkeyLearn classifier with fresh examples instead of it adapting automatically.

71% report this

Validating MonkeyLearn accuracy by hand

You manually review batches of MonkeyLearn predictions to check for errors and decide which results are trustworthy enough to use in your workflow.

62% report this

Handling MonkeyLearn edge cases manually

When MonkeyLearn fails to classify or extract text correctly, you have to manually fix those records and decide whether to retrain or route them differently.

51% report this

Syncing MonkeyLearn data across systems

You manually move MonkeyLearn outputs between your spreadsheet, CRM, and other tools because they don't talk to each other automatically.

26% report this

Data points based on anonymized data from FullSpec mapping sessions

What you can automate in MonkeyLearn

Browse popular MonkeyLearn automations FullSpec can map for you. Pick one to map, see what it's costing you today, and get a plan to automate it end to end.