amirnair
Behind the scenes of a hospital transformation.
We worked with a 250-bed hospital where unpredictability was the norm.
• No visibility on patient flow
• Staffing done by instinct
• Chaos during peak times
So we built them a system:
→ AI-led forecasts using 3 years of their data
→ Cross-checked with external trends
→ Daily updates built into their systems
→ Visual dashboards for managers
→ Alert triggers for sudden demand
Here’s what changed in just half a year:
• Wait time dropped 28%
• Bed turnover rose 19%
• Appointment accuracy improved 32%
• Staff use went up 23%
This is not about technology—it’s about control.
Control over operations. Over experience. Over outcomes.
Behind the scenes of a hospital transformation.
We worked with a 250-bed hospital where unpredictability was the norm.
• No visibility on patient flow
• Staffing done by instinct
• Chaos during peak times
So we built them a system:
→ AI-led forecasts using 3 years of their data
→ Cross-checked with external trends
→ Daily updates built into their systems
→ Visual dashboards for managers
→ Alert triggers for sudden demand
Here’s what changed in just half a year:
• Wait time dropped 28%
• Bed turnover rose 19%
• Appointment accuracy improved 32%
• Staff use went up 23%
This is not about technology—it’s about control.
Control over operations. Over experience. Over outcomes.