Deliberate.ai

Deliberate.ai

Data-driven diagnostics and endpoints for trials

Overview

Deliberate AI provides data-driven diagnostics and remote monitoring for mental healthcare and clinical trials. It integrates patient data from multiple systems to improve endpoint accuracy and signal detection, supporting measurement-based care, treatment analytics, and remote assessments. It differentiates itself by serving both clinicians and researchers, emphasizing endpoint reliability through collaborations with academics to translate science into practice. Its goal is to shorten trial timelines, increase study power with smaller samples, improve patient outcomes, and speed the path to new treatments.

About Deliberate.ai

Simplify's Rating
Why Deliberate.ai is rated
C+
Rated B on Competitive Edge
Rated B on Growth Potential
Rated D+ on Differentiation

Industries

Data & Analytics

Enterprise Software

AI & Machine Learning

Healthcare

Company Size

1-10

Company Stage

Grant

Total Funding

$30K

Headquarters

New York City, New York

Founded

2020

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Simplify's Take

What believers are saying

  • ARPA-H funding on 2026-05-12 finances cross-trial validation and productization.
  • Deliberate AI joined NIMH-backed PREDiCTOR on 2024-09-19 with $20M consortium funding.
  • SEQUOIA-2 clinical validation is active, strengthening evidence for endpoint reliability.

What critics are saying

  • AI-COA depends on FDA qualification; ISTAND rejection kills core commercialization.
  • Mental-health assessment faces trust backlash if bias or false scores surface in trials.
  • No large customer disclosures; revenue concentration risk stays fatal before validation scales.

What makes Deliberate.ai unique

  • Deliberate AI’s AI-COA entered FDA ISTAND on 2024-01-26.
  • Its multimodal words, voice, and video model targets psychiatric endpoint measurement.
  • ARPA-H awarded Deliberate AI up to $7.3M on 2026-05-12.

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Funding

Total Funding

$30k

Above

Industry Average

Funded Over

1 Rounds

Grant funding comparison data is currently unavailable. We're working to provide this information soon!
Grant Funding Comparison
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Company News

Business Wire
Jan 26th, 2024
Deliberate Ai Announces Its Depression And Anxiety Model, Ai-Coa™, Is The First Ai/Ml Initiative To Be Accepted Into The Fda’S Istand Pilot Program To Advance Drug Development

NEW YORK--(BUSINESS WIRE)--Deliberate AI, a digital health technology company that delivers precision measurement of mental health through AI, today announced its inclusion in the U.S. Food and Drug Administration (FDA) Innovative Science and Technology Approaches for New Drugs (ISTAND) Pilot Program. Under the program, Deliberate AI’s assessment tool for anxiety and depression, the AI-generated Clinical Outcome Assessment or AI-COA™, will receive support to become a qualified drug development tool (DDT). The company’s AI-enabled assessment tool leverages cutting-edge multimodal behavioral signal processing and machine learning to quantitatively capture mental health symptoms, offering a consistent, bias-free assessment method. During clinical trials, it augments human clinical assessments with its AI algorithm, to improve precision and reliability. This pivotal endorsement marks Deliberate AI technology as the FDA’s first AI/ML and Digital Health Technology (DHT) initiative, as well as the inaugural project in the fields of Psychiatry and Neuroscience, to join the pilot program

HIT Consultant
Jan 26th, 2024
Deliberate Ai Joins Fda Pilot To Develop Mental Health Treatments

What You Should Know:– Deliberate AI, a digital health company harnessing AI to revolutionize mental health assessment, has secured a major milestone in its mission. The U.S. Food and Drug Administration (FDA) has selected Deliberate AI’s AI-generated Clinical Outcome Assessment (AI-COA™) for its Innovative Science and Technology Approaches for New Drugs (ISTAND) Pilot Program.– The collaboration between Deliberate AI and the FDA represents a giant leap in the fight against mental illness. By harnessing the power of AI, we can accelerate drug development, improve treatment efficacy, and ultimately empower patients to live healthier, happier livesAI-COA™: A Beacon of Precision in Mental HealthDeliberate AI’s AI-COA™ leverages cutting-edge multimodal signal processing and machine learning to capture mental health symptoms quantitatively. This novel approach offers several advantages over traditional methods:Objectivity and consistency: AI-COA™ removes human bias and subjectivity, providing a consistent and reliable assessment method.AI-COA™ removes human bias and subjectivity, providing a consistent and reliable assessment method. Enhanced precision: The AI algorithm analyzes subtle behavioral cues, offering a more granular picture of symptom severity than traditional questionnaires.The AI algorithm analyzes subtle behavioral cues, offering a more granular picture of symptom severity than traditional questionnaires

MedCity News
Jul 12th, 2022
Neuro startups form latest group of grads from PharmStars digital health accelerator

PharmStars, a digital health accelerator, graduated its latest cohort of startups, each of them developing a solution addressing some aspect of neurological disease. The accelerator is accepting applications for the next group of startups for the fall program. The theme is innovations in real-world evidence.

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