# Whitepaper

> Research-backed insights on corporate training and L&D transformation.

- Last updated: 2026-07-29
- Canonical URL: https://www.touchclass.com/en/whitepaper
- Markdown mirror URL: https://www.touchclass.com/markdown.php/en/whitepaper.md
- Language: English
- Category: Optional

## Key points

- Research-backed insights on corporate training and L&D transformation.

## Page content

*The content below is extracted from the rendered source page.*

Whitepaper

## Training-platform patterns from 107 companies

A sample-aware whitepaper analyzing 35 months of operating data from 107 companies.

### Whitepaper Preview — 5 Key Findings

- 1 Median MAU was 23% among non-mandatory programs (n=75)

- 2 Median MAU was 19% after month 25 of operation (n=60)

- 3 50%+ MAU co-occurred with 10+ monthly content releases

- 4 Median post-compliance MAU decline was 50 percentage points (n=6)

- 5 Findings are descriptive observations, not causal proof or guaranteed outcomes

107 Enterprises (8 industries)

35 months 2022.09 ~ 2025.07

60 to tens of thousands Users per enterprise

Whitepaper Cover

### Download the Free Whitepaper

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## Additional Resources

Explore more resources for training platform adoption.

### Download Proposal

Review our AI LMS adoption proposal. Features, security, and references at a glance.

PDF Download →

### ROI Simulator

Calculate the expected ROI from adopting a training platform. Simulate cost savings.

[Calculate ROI →](https://www.touchclass.com/en/roi-calculator)

### Adoption Guide

Assess your current state with 10 questions and follow the 90-day roadmap.

[View Adoption Guide →](https://www.touchclass.com/en/guide)

## Review patterns observed in operational data. The whitepaper explains its sample and limitations.

[Book a Demo](https://www.touchclass.com/form/contact)

## Related resources

- [LMS Operations Guide (90-day roadmap)](https://www.touchclass.com/markdown.php/en/guide.md): A post-launch operations playbook — 10-question self-diagnostic, score-based prescriptions, a 90-day execution roadmap, and a 3-layer operating model. If you are still *choosing* an LMS, read the 8 selection criteria instead.
- [FAQ](https://www.touchclass.com/markdown.php/en/questions.md): Frequently asked questions — pricing, implementation, security, and technical specs.

> Source governance: https://www.touchclass.com/data/source-governance.json · Full LLM context: https://www.touchclass.com/en/llms-full.txt · Structured data: https://www.touchclass.com/data/capability-effects.json, https://www.touchclass.com/data/solution-use-cases.json