34
Total Patients
+2 this week
7
Needs Attention
5 pending approvals
78%
Avg. Adherence
+4% vs last week
3
Critical Alerts
Immediate review needed
Critical Alerts
3 urgent
Elena Marchetti — Glucose spike
Fasting glucose 8.9 mmol/L · Restricted food logged
09:14
Tomáš Novák — Unapproved plan active
Plan sent without clinical review
08:51
Amara Diallo — Adherence <50%
3 consecutive days below threshold
Yesterday
Stefan Weber — Meal conflict detected
Lactose in plan · allergy flag active
Yesterday
Yuki Tanaka — Weight update available
New measurement: −1.2 kg this week
2h ago
Pending Approvals
Yuki Tanaka — Week 12 Plan
AI Generated · 1,850 kcal · Low-carb
Amara Diallo — Week 8 Plan
AI Generated · 2,100 kcal · Mediterranean
Stefan Weber — Modified Plan
Lactose-free adjustment · 1,920 kcal
Adherence Trends — This Week
↑ Improving
AI Insights
Pattern detected
Adherence drops by 23% on weekends across 8 patients. Consider lighter weekend meal plans.
Recommendation
Elena Marchetti's glucose trend suggests carb threshold reduction from 130g to 90g.
Action suggested
4 patients haven't logged meals in 48h. Automated check-in message recommended.
Today's Summary
Appointments6 today
Plans approved3 / 5
Messages replied8 / 11
Patient Risk Overview
On track21
Needs attention9
Critical4
Today's Appointments 6
08:30
Elena Marchetti
Critical
Plan pending
09:15
Yuki Tanaka
Approval pending
Adherence 91%
10:00
Amara Diallo
Adherence 48%
Plan pending
11:30
Stefan Weber
Plan approved
Meal conflict
14:00
Tomáš Novák
New patient
15:45
Nina Pasternak
On track
Adherence 88%
Calendar
May 2026
Mo
Tu
We
Th
Fr
Sa
Su
28
29
30
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
Mon 5 May · 4 appointments
09:00
Yuki Tanaka
11:00
Stefan Weber
14:30
Nina Pasternak
16:00
New intake
EM
Elena Marchetti
Clinical Report
Body Weight
74.2 kg
↓ −1.2 kg
BMI
27.4
↓ −0.4
Total Cholesterol
5.1 mmol/L
↑ +0.2
Fasting Glucose
8.9 mmol/L
↑ +1.4 ⚠
HbA1c
7.2 %
→ No change · Target <7.0%
Last bloodwork: 28 Apr 2026 · View full report →
Adherence — This Week
62%
Mo
Tu
We
Th
Fr
Sa
Su
AI
Weekend adherence drops to 23%. Recommend simplified weekend meal options.
Meal Plan — Week 10
Pending approval
AI
Breakfast · 07:30
Greek yogurt with flaxseeds & berries
310 kcal
Followed
Green tea (unsweetened)
0 kcal
Followed
Lunch · 12:30
Grilled salmon with steamed broccoli
480 kcal
Modified
Olive oil & lemon dressing
90 kcal
Followed
Snack · 15:30
Handful almonds (30g)
180 kcal
Skipped
Dinner · 19:00
Chicken breast with roasted vegetables
520 kcal
Skipped
Whole grain rice (small portion)
140 kcal
Skipped
Total kcal
1,720Protein
98gNet carbs
87gMessages
Meal Plan Approval Queue 5 pending
Yuki Tanaka — Week 12 Plan
Low-carb · 1,850 kcal · 5 days · Generated 3h ago
AI Generated · High confidence (94%)
Amara Diallo — Week 8 Plan
Mediterranean · 2,100 kcal · 7 days · Generated 1h ago
AI Generated · High confidence (89%)
Stefan Weber — Lactose-free Plan
AI-adjusted after allergy flag · 1,920 kcal · 7 days
AI Modified · Allergy-safe verified
Elena Marchetti — Glucose-restricted Plan
Diabetic protocol · 1,680 kcal · Net carbs 90g max
AI Generated · Review recommended
Tomáš Novák — Initial Plan
Metabolic protocol · 2,200 kcal · New patient
AI Generated · Low confidence (71%) · Manual review advised
Nina Pasternak — Week 9 Plan
DASH protocol · 1,980 kcal · Approved by Dr. Kovalenko
Amara Diallo — Week 7 Plan
Rejected: Insufficient protein for post-bariatric · AI re-generating
AI Plan Summary
All pending plans reviewed
5 plans have been generated based on patient clinical data, allergies, and metabolic targets. 1 requires manual attention (low confidence).
Safety check passed
No critical contraindications found in 4/5 plans. Stefan Weber's plan updated to remove lactose products.
Approval Stats
Avg review time4.2 min
AI approval rate73%
Plans modified18%
Plans rejected9%
Inbox
4 unread
AI drafts ready
Elena Marchetti — Quick View
Last glucose8.9 mmol/L ↑
Weight trend−1.2 kg ↓
Adherence this week62%
Active planLow-carb · Week 10
Plan statusPending approval
Next appointment08:30 Today
AI Message Suggestions
Tone: Empathetic + Clinical
Patient shows anxiety about glucose levels. Recommend reassuring tone while reinforcing dietary boundaries.
78%
Overall adherence
↑ +4% vs last week
21
Patients ≥80%
↑ +3 this week
7
Patients <60%
↑ +1 vs last week
18:30
Avg. last meal time
Within target window
Weekly Adherence — All Patients
Patient Adherence Breakdown
YT
Yuki Tanaka
91%
Excellent
NP
Nina Pasternak
88%
Good
SW
Stefan Weber
76%
Average
EM
Elena Marchetti
62%
Low
AD
Amara Diallo
48%
Critical
Pattern Detection
Weekend drop
8 patients show 20–35% lower adherence Saturday–Sunday. Pattern consistent 3 weeks.
Dinner skip rate
Dinner is skipped 2.4× more than breakfast. Consider simpler evening options for low-adherence patients.
Snack compliance
Afternoon snacks have 58% adherence — lowest of all meal types. Portion size may be too large.
Meal Type Adherence
Breakfast84%
Lunch79%
Snack58%
Dinner71%
Critical Alerts 3
Elena Marchetti — Glucose spike
Fasting glucose 8.9 mmol/L (target <7.0) · Restricted food logged: white bread
09:14
Tomáš Novák — Unapproved plan
AI-generated plan was delivered to patient app before clinical approval
08:51
Stefan Weber — Allergen conflict
Lactose detected in Tuesday lunch · Patient has celiac/dairy intolerance flag
Yesterday
Warnings 4
Amara Diallo — Low adherence streak
Below 50% for 3 consecutive days
2 days
4 patients haven't logged meals in 48h
Yuki, Amara, Stefan, Tomáš — check-in recommended
48h
3 plans expire this week
Plans for Elena, Stefan, Nina end Sunday
Sun
Yuki Tanaka — Weight goal milestone
Patient reached 75kg target — plan update recommended
Today
Safety Rules
Active safety checks applied to all AI-generated plans
Allergen conflict detectionActive
Low adherence auto-alert (<60%)Active
Pre-send approval requirementActive
AI content labeling enforcedActive
Drug-nutrient interaction checkPartial
AI Safety Summary
This week
2 plans flagged for safety review. 1 allergen conflict resolved automatically. 0 plans were sent without doctor approval (system enforced).
Audit Trail All actions logged
Time
Actor
Action
Type
09:18
Dr. Kovalenko
Approved message to Elena Marchetti · AI draft modified before send
Message
09:14
AI System
Generated reply draft for Elena Marchetti · Flagged for review
AI
09:02
Dr. Kovalenko
Approved meal plan Nina Pasternak — Week 9 · No modifications
Approval
08:55
Dr. Kovalenko
Modified plan Stefan Weber · Removed lactose items · Approved
Edit + Approve
08:51
System Alert
Unauthorized plan delivery detected · Tomáš Novák · Plan revocation initiated
Alert
08:30
AI System
Generated 3 meal plans: Yuki, Amara, Stefan · Placed in approval queue
AI
08:15
Dr. Kovalenko
Rejected plan Amara Diallo — Week 7 · Reason: insufficient protein
Rejection
Yesterday
Dr. Kovalenko
Updated clinical notes for Elena Marchetti · Glucose protocol revised
Edit
Yesterday
AI System
Allergen conflict detected in Stefan Weber plan · Auto-flagged for review
Safety