UAE Healthcare Mandate · First Mover Advantage

Your hospital. Fully staffed. Around the clock.

Medory is the AI workforce layer sitting above your existing EHR — scribing, coding, scheduling, and patient intelligence running automatically, 24 hours a day. Live in days. Not months.

Days
to go-live
50%
Less admin per
doctor per day
AED 0
Preventable
claim denials
24/7
AI workforce
always on
Medory Operations
LIVE
03:22
Dubai · Overnight run
All agents active
11:58
Receptionist
4 no-shows rescheduled. SMS confirmed.
02:14
Coder
52 claims processed and filed. Zero denied.
03:22
Scribe
28 charts pre-filled and ready for 8am.
✦ Context Copilot · 11:42 AM
"What medications was Patient #4821 on in 2022?"
0.4sMetformin 500mg, Lisinopril 10mg — March 2022.
No adverse reactions recorded. Last BP: 128/82.
✓ EHR connected
✓ All agents active
app.medory.ai
ACTIVELY DEPLOYING
Dubai Headquartered
Autonomous Healthcare Agents
Enterprise Founding Client Access
+ Growing across UAE & GCC
The problem we solve
Your doctors trained for years
to spend evenings on paperwork.
"
"Every hour spent on administration is an hour taken away from patient care."
Darya · Founder Medory

In every hospital and clinic across the UAE, the same story plays out every day. Highly trained clinicians spending most of their time on tasks that have nothing to do with medicine. Revenue leaking silently. Operations stopping at 6pm.

3h
Admin per doctor, per day
Notes written from memory hours after patients left. Forms filled twice. Coding done separately. Nearly half a doctor's day — none of it is care.
AED 340
Lost per consultation in missed billing codes
Codes not captured at the point of care. Across 800 monthly consultations, that's AED 272,000 — silent, recurring, preventable.
9h
Operational dead time every night
Between 6pm and 8am — no claims filed, no follow-ups sent, no charts prepared. The hospital runs. Its operations don't.
170+
Patient nationalities. One system language.
The UAE's patient population speaks the world's languages. Most healthcare software was built for one market. This one wasn't.
The solution
Not another system.
The layer above them.

Medory doesn't replace your EHR. It connects to it and handles every operational task your EHR was never designed to do. Keep EHR. Keep EMR. Keep any system you have.

Intelligence & Automation Layer
✦ Medory — AI Workforce + Context Copilot
Autonomous agents · Patient intelligence · Arabic-first · Always on
What we are
Runs on top ↑
↕   Connects via HL7 · FHIR · standard healthcare protocols
Records & Workflow Layer
Your EHR — clinic/hospital management system or any tool
Patient records · Clinical data · Billing · Scheduling · Compliance
Keep as is
Unchanged
↕   Existing infrastructure stays untouched
Infrastructure
Hospital IT — servers, devices, networks
Untouched
In one sentence
"EHRs/EMRs/HISs are your record system. Medory is the brain that runs your hospital on top of them."
Platform in action
See Medory running live.

Three minutes. All agents active. Context Copilot live. Real clinical workflow — from consultation through to filed claim, overnight and beyond.

Medory Logo
Dashboard
AI Scribe
Coder
Receptionist
Context Copilot
Audit Trail
Live Operations · American Hospital Dubai
ACTIVE
52
Claims filed
overnight
28
Charts pre-
filled 8am
$0
Claim
denials
AI Scribe · Active
Context Copilot · Ready
AI Coder · Live
app.medory.ai/ahdubai
Platform Demo · 3 min
Intelligence Layer · Exclusive to Medory
Every patient.
Every detail.
Instantly.

Context Copilot is the brain powering every Medory agent. Complete longitudinal patient memory — every visit, every medication, every reaction — queryable in plain Arabic or English in under a second. No other platform in the UAE or GCC provides this.

0.4 second response time
Full history from years of records. Instantly. Before the doctor walks in the room.
🌐
Arabic-first. 30+ languages.
Built natively for the UAE. Ask in Arabic, receive in English. Or any direction.
🔗
Powers all agents simultaneously
Every agent — Scribe, Coder, Receptionist, Nurse — shares the same patient intelligence in real time.
✦ Context Copilot
Patient Intelligence Layer
· 09:14 AM · Arabic
"What medications was Patient #4821 on at their last visit?"
"ما هي الأدوية التي كان يتناولها المريض في آخر زيارة؟"
Answer 0.4s ✓
Last visit: March 2023. Prescribed Metformin 500mg and Lisinopril 10mg. No adverse reactions. Last BP: 128/82 (Sept 2023).
"Any adverse drug reactions on file?"
"What were the diagnoses in the last 3 visits?"
"Any specialist referrals pending?"
The AI workforce
Multiple agents. One brain. Always running.

Each agent purpose-built for a specific job. All sharing the same patient intelligence through Context Copilot. They work together, hand off to each other, and never clock out.

While you sleep
The shift
nobody filled.
Now filled.

Between 6pm and 8am, most hospitals generate zero operational output. No claims processed. No follow-ups sent. No charts prepared. Medory runs through the night.

52
Claims processed
overnight
28
Charts pre-filled
before 8am
4
No-shows
recovered
$0
Extra staffing
cost
03:22
Dubai · Overnight
ACTIVE
11:58
4 no-shows automatically rescheduled. SMS confirmations sent.
01:34
17 clinical notes structured and filed from afternoon sessions.
02:14
52 claims processed and filed to DAMAN. Zero denials.
03:22
28 patient charts pre-filled and ready for morning doctors.
08:00
First doctor arrives. Everything is done.
Nobody was there. Everything happened.
UAE Healthcare Mandate · Sheikh Hamdan Initiative
Two years to automate.
The window is open now.

Under the UAE's mandate for AI-driven healthcare operations, private sector facilities are required to automate clinical workflows. The hospitals that move first don't just meet a deadline — they build 18 months of operational advantage, trained workflows, and institutional knowledge before anyone else catches up. First movers lead. Waiters scramble.

Now
Deploy Medory · days to live
6 mo
Context Copilot learns your patients. Data advantage compounds.
12 mo
Institutional lead — others start where you began
24 mo
Regulation deadline — you're operational, compliant, ahead
Move First →
Integrations
Connects to the systems you already run.

No rip-and-replace. Medory integrates with your existing EHR, HIS, and payer networks via standard healthcare protocols.

100+ integrations →
Ready to see it running?

Twenty minutes.
Your hospital.
Fully staffed.

No slides. No pitch deck. The actual platform — all agents live, Context Copilot live, your workflows, your questions. The demo is the deep dive.