AI-Suggested Automations

Our AI analyzes patterns across thousands of education platforms to recommend automations with the highest impact for your students.

AI Analysis Engine

Scanning automation patterns across 12,847 tenants

Analyzing 2.3M automation events0%

12,847

Tenants Analyzed

2.3M

Events Processed

847

Patterns Found

+28%

Avg. Impact

Day-3 Check-in Email for High Drop-off Courses

High Confidence

Courses with >50% drop-off rate see 34% improvement when students receive a personalized check-in email on day 3.

Triggers: Course Progress < 25%, Day 3 Since Enrolment

Actions: Send Personalized Email → Tag: At-Risk Student

34% reduction in drop-off

Impact Score

Quiz Failure Encouragement Sequence

High Confidence

Students who fail quiz attempt 1 and receive an encouragement email within 2 hours have a 3x higher retry rate.

Triggers: Quiz Failed (Attempt 1)

Actions: Wait 2 Hours → Send Encouragement Email → Enrol in Review Module

3x retry rate improvement

Impact Score

Completion Celebration with Social Proof

High Confidence

Students who receive a milestone email at 75% completion are 2.1x more likely to finish the course.

Triggers: Course Progress = 75%

Actions: Send Milestone Email → Increment Points (+50) → Unlock Bonus Content

2.1x completion rate

Impact Score

Inactive Student Win-back Flow

Medium Confidence

A 3-email sequence starting 5 days after last activity recovers 22% of inactive students across tenants.

Triggers: No Activity for 5 Days

Actions: Send Win-back Email #1 → Wait 2 Days → Send Email #2 with Incentive → Wait 3 Days → Send Final Email

22% reactivation rate

Impact Score

Community Onboarding Nudge

Medium Confidence

New members who post within 48 hours of joining retain at 3.4x the rate. An automated prompt doubles first-post rate.

Triggers: Community Join, No Post After 24h

Actions: Send Welcome DM → Suggest Introduction Post → Tag: New Member

2x first-post rate

Impact Score

Certificate Expiry Pre-renewal

Medium Confidence

Students reminded 30 days before certification expiry renew at 4x the rate of those reminded at 7 days.

Triggers: Certificate Expires in 30 Days

Actions: Send Renewal Reminder → Enrol in Refresher Course → Apply 10% Discount

4x renewal rate

Impact Score