AI-Driven Matching
How AI Works at EvoPair
Evo Pair is not a dating platform and not a medical service. It is a platform for intentional parenthood, where people first reach alignment and only then move forward with biological or legal decisions.
AI at Evo Pair is not used to “pick people.” It exists to handle complex layers of data that no human can reasonably process manually.
Learn more about the platform structure:
Why EvoPair Uses AI
AI at Evo Pair performs three core functions:
1. Structures user questionnaires and declared intentions.
2. Processes genetic information without storing or disclosing DNA data.
3. Forms a limited, compatible set of options without external influence.
AI does not make decisions for people. It does not select, rank, or evaluate participants. It creates the conditions in which informed choice becomes possible within our Reproductive Intent Infrastructure.
How AI Works with Questionnaires
After registration, each user completes an anonymous questionnaire. Names are not used. Every profile is assigned an internal ID. AI processes only what the user explicitly provides:
• Declared roles and participation scenarios
• Willingness or unwillingness to be involved in parenting
• Values, approach to raising a child, and lifestyle parameters
• Geography and legal boundaries
AI does not interpret answers subjectively; it converts the questionnaire into a structured model for co-parent compatibility analysis.
Related:
How AI Works with Roles
There is no “standard role” on Evo Pair. A participant may select multiple scenarios, including co-parenting, donation, or reciprocal donation. AI does not impose roles; it works strictly within the scenarios defined by the participant, allowing for clear co-parenting vs donor alignment.
How AI Works with DNA
Evo Pair does not perform DNA tests or store DNA. AI can work with RAW files from consumer DNA tests (23andMe, AncestryDNA, MyHeritage, FamilyTreeDNA).
What happens technically:
• The user uploads the file; the system extracts only required markers for compatibility.
• The original file is deleted immediately after processing.
• Only anonymized compatibility indices are retained.
Genetics are used strictly as a technical compatibility layer, not as a medical tool.
More on methodology:
→ EvoPair Research White Paper
How Compatibility Is Formed
AI evaluates several layers simultaneously: genetic compatibility, avoidance of biological risks, alignment of parenting values, lifestyle compatibility, and geographic parameters.
Incompatible scenarios are not shown and are never surfaced to users.
Anonymity and Communication
AI operates entirely in anonymous mode. At the matching stage, there are no names, photos, or contact details. Communication begins only after mutual consent. Identity disclosure happens only if both sides explicitly choose it, leading toward independent execution with chosen professionals.
AI’s role is to prepare a space where conversation is meaningful and expectations align — nothing more.
How the Platform Works
See the full process of intentional co-parenting on EvoPair —from registration and anonymity to alignment and independent execution.