AI Health Trend Analysis
How our Trend Agent tracks your health journey and identifies meaningful patterns over time.
Trends We Track
Weekly Averages
Compare this week to last week. Are your average blood sugar, BP, and weight improving?
Monthly Progress
Big-picture view of your health journey. Track progress toward goals.
Time-of-Day Patterns
Are mornings worse than evenings? Identify your body's daily rhythms.
Goal Projections
At your current rate, when will you reach your target weight or A1C?
Inside the Trend Agent's Logic
The agent processes your data to find meaningful patterns:
- 1Calculate moving averages: 7-day and 30-day averages for each metric
- 2Detect direction: Is the trend improving, stable, or declining?
- 3Measure velocity: How fast is the change happening?
- 4Generate projections: Estimate future values if trend continues
Frequently Asked Questions
What kind of trends does the AI detect?
The Trend Agent identifies week-over-week and month-over-month changes in blood sugar, blood pressure, weight, sleep quality, activity levels, and correlations between these metrics.
How much data do I need for trend analysis?
Basic trends appear after 1 week of logging. More reliable patterns emerge after 2-4 weeks. Long-term trends (seasonal, lifestyle changes) need 2-3 months of data.
Can the AI predict future health outcomes?
The agent provides projections based on current trends (e.g., 'At this rate, you'll reach your goal weight in X weeks'). These are estimates, not guarantees.
How do I know if trends are good or bad?
The agent uses color coding and clear language: green/improving, yellow/stable, red/declining. It also compares your trends to healthy reference ranges.