Draw this in a visio $+-----------------------+$

$|$ Data Collection $|$

$|-----------------------|$

$|-$ Lab Resource $|$

$|$ Availability $|$

$|-$ User Requests $|$

$|-$ Historical Usage $|$

$|$ Data $|$

$+----------+------------+$

$|$

v

$+-----------------------+$

$|$ Data Integration $|$

$|-----------------------|$

$|-$ Consolidation $|$

$|-$ Preprocessing $|$

$+----------+------------+$

$|$

v

$+-----------------------+$

$|$ AI Scheduling $|$

$|$ Engine $|$

$|-----------------------|$

$|-$ Optimization $|$

$|$ Algorithms $|$

$|-$ Constraint $|$

$|$ Handling $|$

$|-$ Scheduling $|$

$|$ Algorithms $|$

$|-$ Real$-$Time $|$

$|$ Adjustments $|$

$+----------+------------+$

$|$

v

$+-----------------------+$

$|$ Schedule Generation $|$

$|-----------------------|$

$|-$ Draft Schedule $|$

$|-$ Validation $|$

$+----------+------------+$

$|$

v

$+-----------------------+$

$|$ User Notification $|$

$|-----------------------|$

$|-$ Schedule Distribution$|$

$|-$ Feedback Loop $|$

$+----------+------------+$

$|$

v

$+-----------------------+$

$|$ Monitoring and $|$

$|$ Reporting $|$

$|-----------------------|$

$|-$ Real$-$Time Monitoring$|$

$|-$ Performance Metrics $|$

$+----------+------------+$

$^$

$|$

$|$

$+----------+------------+$

$|$ Feedback Loop $|$

$+-----------------------+$