SoftwareOct 2, 2025
HOA Manager Automation Backend
Reduced average ticket handling time by 52% while improving SLA adherence.
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A curated set of engineering, software, and research work with outcomes, tools, and implementation details.
Reduced average ticket handling time by 52% while improving SLA adherence.
Improved setup repeatability by 37% and cut alignment time by 45%.
Enabled same-day design sweeps that previously took multiple days.
Cut required user torque by 41% in benchtop validation tests.
Reduced thermal fluctuation amplitude by 28% over baseline setup.
Cut manual image review time from hours to under 20 minutes per run.
Reduced post-assembly correction tasks by 46%.
Reduced stockout incidents by 35% and improved traceability across teams.
Lowered machining complexity and reduced unit cost by 18%.