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Background
"When compliance training ends, access stops" — the default public-sector pattern.
Public Sector Content Threshold Model
Across all 9 public/education/IT organizations analyzed in the whitepaper, compliance training months showed MAU surging to 80-95%, then crashing to single digits in off-peak periods. Organizations that launched with only 6 compliance courses saw engagement evaporate after completion.
When training becomes synonymous with checking a legal compliance box, employees stop accessing the platform the moment mandatory training ends. This "compliance-only tool" fixation was experienced by 4 of 9 organizations analyzed.
Solution
The content threshold — 500 or more — is where off-season MAU rises meaningfully.
Public Sector Content Threshold Model
The whitepaper-validated solution is reaching a content critical mass. Organizations with 500+ courses showed meaningfully higher off-peak MAU. Launching with enough volume for employees to feel "there is something useful here" from day one builds the foundation for always-on engagement habits.
A blended strategy is realistic: 100 core job-specific courses + 300 digitized existing materials + 100 external content bundles. For organizations that cannot produce 500 in-house courses, this hybrid approach is effective. Book clubs or operations manual channels should launch alongside compliance training.
Results
A blended strategy: 100 original + 300 converted existing materials + 100 external bundles.
Public Sector Content Threshold Model
Organizations with 500+ courses showed meaningfully higher off-peak MAU. Compliance-only organizations (6 courses): off-peak MAU 1-5%. Organizations with 500+ courses: 10-20%. Organizations with 2,000+ courses: 30-50% off-peak MAU.
Content volume alone is not the only variable — composition matters. 500 compliance courses and 500 job/self-development courses have different MAU impacts. The proportion of voluntary-access content (book clubs, work tips, self-development) determines the off-peak MAU floor.
Insight
Compliance training brings people in; always-on content keeps them.
Public Sector Content Threshold Model
The off-season MAU floor at public institutions is determined by content critical mass (500+). Mandatory training brings people in; always-on content keeps them. This dual structure is the core design principle of public-sector L&D. An initial investment of 2,000+ content items is unrealistic for most institutions, so setting the standard scenario (300–500 items) as the first-phase goal and expanding over 2–3 years is the realistic path.
