Estimated time no longer spent manually gathering and formatting data across systems before prompting an LLM, versus the pre-solution baseline (the docx's own 30–90 minute QBR estimate).
Baseline manual-assembly time minus platform-assisted time, aggregated across completed tasks
Directional only; baseline itself is illustrative (source material's own QBR estimate), not independently benchmarked