From Observationto Intelligence
Womb Atlas transforms millions of lived experiences into a new form of women's health intelligence.
- LIVED EXPERIENCES
- LANGUAGE MAPPING
- ATLAS RECORDS

- PATTERNS & SIGNALS
- MEANING & CONTEXT
- INTELLIGENCE FOR IMPACT
01.Intelligence Begins With Observation
Every insight is earned.Not predicted. Not assumed.Inspired by real women.
VOICE
A woman shares her experience in her own words.
NARRATIVE
Her words are preserved as narrative.
MEANING
Context and meaning are identified.
SIGNAL
Patterns and signals emerge across many.
ATLAS RECORD
An Atlas Record is created and added to the Observatory.
INTELLIGENCE
Intelligence is generated for positive impact.
02.Live Observatory Intelligence
- Observations preserved
- 1,000+
- Atlas records created
- 1,000+
- Languages represented
- 5
- Countries represented
- 6
- Language mapping sessions
- 7
- Repeat observation rate
- 62%

Observation Activity
- High
- Medium
- Emerging
03.What Women Are Telling Us
Early patterns emerging across women's preserved observations.
PAIN DISTRIBUTION
WHAT WE'RE NOTICING
- Timing
- Location
- Movement
- Daily impact
HORMONAL RHYTHM
WHAT WE'RE NOTICING
- Cycle changes
- Hormonal shifts
- Body changes
- Patterns over time
DAILY FUNCTION
WHAT WE'RE NOTICING
- Energy
- Routine disruption
- Movement
- Planning & adjustment
CARE EXPERIENCE
WHAT WE'RE NOTICING
- Care access
- Delays
- Response
- Feeling heard
These patterns are derived from preserved observations shared by women across the Observability Network.
04.Emerging Expressions
How women describe their experiences can reveal meaning that standard health terminology may miss.
LIVED LANGUAGE
The words women use to describe what they feel and experience.
CULTURAL CONTEXT
How meaning can differ across communities and places.
SHARED MEANING
Expressions that begin to recur across preserved observations.
LANGUAGE OVER TIME
How expressions and meanings may evolve as the Observatory grows.
LANGUAGE INTELLIGENCE IS DEVELOPING
Emerging expressions will be published as language observations are validated and the Observatory grows.
Our language layer is designed with care, cultural respect, and privacy. No individual or location can be identified in our public insights.
05.Observatory Insights
Examples of how preserved observations begin to reveal relationships, trajectories, and questions.
PATTERN CONNECTION
Pain and daily function are appearing together across observations.
The Atlas is beginning to see how pain may connect with movement, routine, and daily activity.
TRAJECTORY SIGNAL
Delayed care is appearing within higher-burden journeys.
Some observation pathways show symptoms being normalized before care is sought.
EMERGING QUESTION
What are the top factors in dismissal?
The Observatory can surface questions for deeper analysis as more observations are preserved.
These insights are derived from preserved observations shared by women across the Observability Network. Insights evolve as more observations are preserved.
06.Intelligence Applications
Turning insight into action.
Communities
Equip community health workers with local language understanding.
Health Systems
Improve care pathways based on real women's experiences.
Researchers
Access de-identified observational intelligence for better research.
Policy Leaders
Inform policies that reflect real women's health realities.
07.The Future of Women's Health Intelligence
Our intelligence ecosystem is growing.
Seed Intelligence
Early patterns and expressions from lived experiences.
Language Observatory
Mapping how women express health across languages.
Trajectory Intelligence
Understanding journeys and changes over time.
Knowledge Graph
Connecting concepts, expressions, and contexts.
Research Infrastructure
Secure foundation for global women's health research.

Help Build the Future ofWomen's Health Intelligence
Partner with us to transform lived experiences into insights that create real change.
- Observations Preserved
- 1,000+
- Atlas Records Created
- 1,000+
- Languages Represented
- 5
- Countries Represented
- 6
