AI Insulin Dose Suggestions
How our Insulin Agent analyzes your blood sugar patterns to provide intelligent insights for your diabetes care team.
Important Medical Disclaimer
The Insulin Agent provides educational insights and pattern detection only. It does NOT replace medical advice. Always consult your doctor or endocrinologist before adjusting insulin doses.
How the Insulin Agent Helps
Pattern Detection
Identifies recurring high or low blood sugar patterns at specific times (dawn phenomenon, post-meal spikes, overnight lows).
Timing Insights
Suggests optimal injection timing based on your meal patterns and blood sugar response curves.
Correction Guidance
When blood sugar is high, provides education about correction doses (always to be confirmed with your doctor).
Carb Ratio Analysis
Analyzes post-meal glucose responses to help you and your doctor fine-tune your insulin-to-carb ratios.
Inside the Insulin Agent's Logic
The agent processes your data through these analytical steps:
- 1Aggregate readings: Collect blood sugar readings by time of day (fasting, pre-meal, post-meal, bedtime)
- 2Detect patterns: Use statistical analysis to find consistent highs/lows (e.g., "consistently above 180 at 2 hours post-dinner")
- 3Correlate with insulin: Compare patterns to logged insulin doses and timing
- 4Generate insights: Create actionable observations like "Consider discussing earlier dinner dose with your doctor"
Example Agent Insights
Dawn Phenomenon Detected
"Your fasting blood sugar has been 140-160 mg/dL on 5 of the last 7 days, despite normal bedtime readings. This pattern suggests Dawn Phenomenon. Consider discussing basal insulin timing with your endocrinologist."
Post-Lunch Spikes
"Your 2-hour post-lunch readings average 195 mg/dL, higher than other meals. This may indicate your lunch insulin-to-carb ratio needs adjustment. Discuss with your care team."
Hypoglycemia Warning
"You've had 3 readings below 70 mg/dL in the past week, mostly before dinner. Consider discussing your lunch dose or adding an afternoon snack with your doctor."
Frequently Asked Questions
Does the AI actually prescribe insulin doses?
No. The Insulin Agent provides suggestions and pattern insights to discuss with your doctor. It never prescribes specific doses - that must come from your healthcare provider.
How does the AI detect patterns in my insulin needs?
The agent analyzes your blood sugar readings, meal timing, carb intake, and activity levels to identify patterns like post-meal spikes or overnight lows that may indicate dosing adjustments.
Can this help with both basal and bolus insulin?
Yes. The agent can identify patterns relevant to both long-acting (basal) insulin timing and meal-time (bolus) insulin calculations.
Is this safe to use?
The Insulin Agent is an educational tool that helps you understand patterns. Always consult your endocrinologist or diabetes care team before making any insulin adjustments.