김연이
Drawing on experience founding a startup for adults with ADHD, leads service planning and management of key product metrics.
Child development researchers, product planners, and speech AI developers work as one team to understand children’s responses.


The problem we want to solve
The more parents want to understand their child, the harder choices can become. We develop direct-participation assessments and child speech technology together so that a child is not defined by a guardian’s recollection or a single score.
We work to understand children’s speech and behavior more accurately and provide a reference for parents and professionals considering the next step.
Core team
Psychology, child development, service planning, speech AI, and psychometric research share the same goals and validation standards.
Drawing on experience founding a startup for adults with ADHD, leads service planning and management of key product metrics.
Oversees speech AI and service engineering with 15 years of experience in AI platforms, including NUGU and A. (에이닷).
With a background in psychology at Boston University and a master’s degree in psychology from Claremont Graduate University, handles item development, study design, and reliability and validity reviews.
External expertise
Experienced specialists help us review assessment standardization and suitability for clinical settings.
Advises on assessment development, item design, standardization statistics, and joint research, drawing on leadership of 한국아동발달상담학회 and experience standardizing language assessments.
Advises on the practical suitability of assessment items and collaboration on standardized psychological assessments, drawing on clinical experience and leadership of a language and psychological development clinic.
Field collaboration
We do not decide everything in a meeting room. We listen to parents, public organizations, and counseling professionals to improve usability and interpretation.
We run a local parent community and use seminars and early recruitment to understand the decisions parents actually face.
We met guardians at parenting support events to observe how the product was understood and received.
We have established a basis for working with psychological counseling organizations to review the practical suitability of assessment items and reports.
We disclose organization names, logos, and partnership details only after confirming the scope of collaboration and permission to publish.
How we work
We put a comfortable, respectful experience for children ahead of technological convenience.
We keep report statements and product claims connected to actual responses, research status, and validation conditions.
We distinguish available services, research, preparation, and roadmap plans. Unfinished work is never described as complete.
Review process
We design each item’s purpose and response structure from a psychometric perspective.
We prepare age-based data and statistical analyses while clearly reporting the status of our research.
We examine whether children and guardians can understand and use the product in counseling and educational settings.
Looking for partners