{"h1":"The Evidence Base for TherapeuticAI®","faq":[{"a":"No. TherapeuticAI® is a clinician-support tool. Developmental measurement supports care planning; diagnosis requires an appropriately qualified healthcare professional. under qualified clinician care, never by an algorithm alone.","q":"Does TherapeuticAI® diagnose children?"},{"a":"Three strands: large-scale real-world therapy-outcomes data (2.5 billion+ data points across 25 million+ sessions and 4.95 lakh+ families), a programme of 12 validated studies, and grounding in WHO, AAP and ASHA developmental-science consensus.","q":"What evidence underpins TherapeuticAI®?"},{"a":"It is regulated in part as CDSCO Class B Software as a Medical Device (SaMD), which entails a defined intended use, risk classification and quality-management obligations. This is a governance standing, not an efficacy claim in itself.","q":"Is TherapeuticAI® regulated?"},{"a":"We welcome structured research partnership and scrutiny of study designs and data governance. We do not, however, publish the internal scoring formulae of the AbilityScore®, which is described only as a structured, clinician-administered assessment.","q":"Can researchers access the underlying methods?"}],"lang":"en","slug":"what-is-the-evidence-base-for-therapeuticai","title":"What is the evidence base for TherapeuticAI®?","entity":{"key":"therapeuticai","kind":"component","name":"TherapeuticAI®","slug":null},"lenses":[{"kind":"stakeholder","label":"Researcher","value":"researcher"},{"kind":"intent","label":"Definition","value":"definition"},{"kind":"lifecycle","label":"Measure","value":"measure"},{"kind":"route","label":"Book-Assessment","value":"book-assessment"},{"kind":"component","label":"Therapeuticai","value":"therapeuticai"},{"kind":"empowerment","label":"Family Empowerment","value":"family_empowerment"}],"parent":null,"related":[{"lang":"en","slug":"how-does-therapeuticai-work-in-clinical-practice","title":"How does TherapeuticAI® work in clinical practice?"},{"lang":"en","slug":"what-is-the-clinical-and-regulatory-basis-of-therapeuticai","title":"What is the clinical and regulatory basis of TherapeuticAI®?"},{"lang":"en","slug":"what-is-the-evidence-base-for-therapysphere","title":"What is the evidence base for TherapySphere™?"},{"lang":"en","slug":"how-does-therapeuticai-improve-outcomes-and-reduce-downstream-cost","title":"How does TherapeuticAI® improve outcomes and reduce downstream cost?"},{"lang":"en","slug":"what-is-the-evidence-base-for-pinnacleai-gpt-os","title":"What is the evidence base for PinnacleAI GPT-OS®?"},{"lang":"en","slug":"what-is-therapeuticai-at-pinnacle-blooms-network","title":"What is TherapeuticAI® at Pinnacle Blooms Network?"}],"summary":"TherapeuticAI® is the clinical-intelligence layer of Pinnacle Blooms Network, with an evidence base built from three strands: large-scale real-world therapy-outcomes data (2.5 billion+ data points across 25 million+ sessions and 4.95 lakh+ families), a programme of 12 validated studies, and grounding in established developmental-science consensus (WHO, AAP, ASHA). It holds CDSCO Class B SaMD status and is reflected in 16+ WIPO PCT patents. It supports clinicians and does not diagnose autonomously.","answer_md":"*Every claim a therapy engine makes should rest on something you can examine — here is what stands beneath TherapeuticAI®.*\n\n## In short\n**TherapeuticAI®** is the clinical-intelligence layer of Pinnacle Blooms Network, and its evidence base is built from three converging strands: a large-scale real-world dataset of paediatric developmental-therapy outcomes (2.5 billion+ data points drawn from 25 million+ therapy sessions across 4.95 lakh+ families), a programme of 12 validated studies, and grounding in established developmental-science consensus from bodies such as the WHO, AAP and ASHA. It is regulated in part as CDSCO Class B Software as a Medical Device (SaMD), and its design is reflected in 16+ WIPO PCT patents. It is a clinician-support tool, not an autonomous diagnostician.\n\n## The science beneath it\nFor a researcher, the meaningful question is provenance, validity and transparency. TherapeuticAI® draws on three layers of evidence:\n\n1. **Real-world outcomes data.** The engine is informed by longitudinal therapy-session data — 2.5 billion+ data points across 25 million+ sessions and 70+ centres in 4 states. This scale supports population-level pattern modelling and progress benchmarking, while individual clinical decisions remain clinician-led.\n\n2. **Validated studies.** A programme of 12 validated studies underpins the methods behind progress measurement and the structured clinician-administered AbilityScore® assessment. These are the appropriate place to interrogate construct validity, reliability and effect sizes; we describe the assessment's mechanism only at the level of a structured, clinician-administered instrument and do not publish internal scoring formulae.\n\n3. **Consensus grounding.** Constructs map onto internationally recognised developmental frameworks (WHO milestones and the Nurturing Care Framework, AAP/HealthyChildren milestone guidance, ASHA communication standards), so outputs remain interpretable against the published literature.\n\nRegulatory standing — CDSCO Class B SaMD — means defined intended use, risk classification and quality-management obligations, which is itself part of the evidence-and-governance picture rather than a clinical efficacy claim. Researchers should treat real-world data and validated studies as complementary: scale offers external validity, studies offer internal validity.\n\n## How to appraise it\nIf you are evaluating TherapeuticAI® for collaboration or citation, we recommend appraising it as you would any clinical decision-support system: examine the study designs, the populations represented in the real-world data, the comparator conditions, and the boundary between algorithmic suggestion and clinician judgement. We welcome scrutiny and structured research partnership.\n\n## The Pinnacle way\nA clinical [AbilityScore®](/ask/what-is-the-abilityscore-and-how-is-it-calculated) and any diagnosis are formed only at a Pinnacle Blooms Network centre, under qualified clinician care — never by an algorithm, an app or a form. TherapeuticAI® supports clinicians; it does not replace them. Explore [how we work](/) and our [speech therapy](https://www.pinnacleblooms.org/top-speech-therapy-center-india-proven-improvement-rate) and broader developmental services, which the platform is built to inform.\n\n## Trusted sources\nWHO developmental milestone and Nurturing Care guidance; American Academy of Pediatrics and HealthyChildren developmental resources; ASHA standards on communication development; and Pinnacle's own published validated studies. Each is best consulted directly to appraise methods and applicability.\n\n**Next step —** If you are a researcher or institution interested in the underlying methods, data-governance or study designs, reach out to explore a structured research partnership with the SETU Consortium.\n\nThis is general information, not a diagnosis — individual assessment and diagnosis require an appropriately qualified healthcare professional.","canonical":"https://pinnacleblooms.org/ask/what-is-the-evidence-base-for-therapeuticai","editorial":{"reviewed_at":"2026-06-11T20:12:18.613642+00:00","reviewed_by":null,"developed_by":"SETU Consortium · Pinnacle Blooms Network"},"alternates":[{"href":"https://pinnacleblooms.org/ask/what-is-the-evidence-base-for-therapeuticai","lang":"en","indexable":true}],"dimensions":[],"meta_title":"TherapeuticAI® Evidence Base Explained","meta_robots":"index, follow, max-image-preview:large","everyday_tip":"Treat scale and rigour as complementary — large real-world datasets offer external validity, while validated studies offer the internal validity needed to trust a measure.","published_at":"2026-06-10T14:12:00.219358+00:00","reading_paths":[{"key":"understand","items":[{"lang":"en","slug":"what-is-the-clinical-and-regulatory-basis-of-therapeuticai","title":"What is the clinical and regulatory basis of TherapeuticAI®?","reason":"Linked from this answer"},{"lang":"en","slug":"what-is-the-evidence-base-for-therapysphere","title":"What is the evidence base for TherapySphere™?","reason":"Linked from this answer"},{"lang":"en","slug":"what-is-the-evidence-base-for-pinnacleai-gpt-os","title":"What is the evidence base for PinnacleAI GPT-OS®?","reason":"Linked from this answer"},{"lang":"en","slug":"what-is-therapeuticai-and-how-does-it-help-my-child","title":"What is TherapeuticAI®, and how does it help my child?","reason":"Same topic"}],"label":"Understand the subject","total":4},{"key":"causes","items":[{"lang":"en","slug":"how-does-therapeuticai-improve-outcomes-and-reduce-downstream-cost","title":"How does TherapeuticAI® improve outcomes and reduce downstream cost?","reason":"Linked from this answer"}],"label":"Explore causes & influences","total":1},{"key":"assess","items":[{"lang":"en","slug":"how-does-therapeuticai-measure-or-track-a-child-s-progress","title":"How does TherapeuticAI® measure or track a child's progress?","reason":"Same topic"}],"label":"Understand assessment","total":1},{"key":"therapy","items":[{"lang":"en","slug":"how-does-therapeuticai-work-in-clinical-practice","title":"How does TherapeuticAI® work in clinical practice?","reason":"Linked from this answer"},{"lang":"en","slug":"what-is-therapeuticai-at-pinnacle-blooms-network","title":"What is TherapeuticAI® at Pinnacle Blooms Network?","reason":"Linked from this answer"},{"lang":"en","slug":"how-can-therapeuticai-support-a-child-in-the-classroom","title":"How TherapeuticAI® supports a child in the classroom","reason":"Same topic"},{"lang":"en","slug":"how-can-therapeuticai-support-child-development-at-population-scale","title":"How can TherapeuticAI® support child development at population scale?","reason":"Same topic"},{"lang":"en","slug":"how-do-we-access-therapeuticai-at-pinnacle-blooms-network","title":"How do we access TherapeuticAI® at Pinnacle Blooms Network?","reason":"Same topic"},{"lang":"en","slug":"how-does-therapeuticai-support-my-child-s-path-to-a-self-sufficient-mainstream-life","title":"How TherapeuticAI® Supports Your Child's Path to a Self-Sufficient Life","reason":"Same topic"}],"label":"Explore therapy & support","total":6}],"what_to_watch":"When appraising any clinical-intelligence tool, look for transparent study designs, representative real-world data, clear comparator conditions, and an explicit boundary between algorithmic suggestion and clinician judgement.","authority_links":[{"url":"https://www.who.int","label":"World Health Organization — child development and Nurturing Care"},{"url":"https://www.aap.org","label":"American Academy of Pediatrics — developmental guidance"},{"url":"https://www.asha.org","label":"ASHA — communication development standards"}],"last_reviewed_at":"2026-06-10T14:12:00.219358+00:00","meta_description":"What underpins TherapeuticAI®: real-world therapy-outcomes data, 12 validated studies, developmental-science consensus and CDSCO Class B SaMD status.","related_materials":[],"related_techniques":[]}