C

Constellation

NeuroAI foundation models for human cognition

Overview

Constellation focuses on creating NeuroAI foundation models that translate human states into AI understanding. It builds models trained on multimodal data—real-time neural activity, physiological signals, and behavior collected in instrumented settings—to create an AI-human translation layer that can interpret intent, emotion, wellness, and behavior. The goal is to help researchers, developers, and organizations build human-centered AI applications that support cognitive function, emotional wellness, and self-understanding by aligning AI systems with human goals and experiences. What sets Constellation apart is its explicit use of brain and bodily signals, combined with foundation-model technology, to model human state and intent, rather than relying solely on traditional text or image data. The company aims to advance the science of cognition and emotion while delivering practical tools for researchers and developers to build applications around human-centered intelligence.

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About Constellation

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

Industries

Data & AnalyticsAI & Machine LearningHealthcare

Company Size

11-50

Company Stage

N/A

Total Funding

N/A

Headquarters

N/A

Founded

2025

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Simplify's take

What believers are saying

  • Constellation raised nearly $10 million by January 2026, funding a growing team.
  • Edge City posted in June 2026 that Constellation expanded to almost 20 people.
  • Avery Krieger's October 2026 LinkedIn profile shows active hiring and continued founder visibility.

What critics are saying

  • Constellation's 2026 LinkedIn updates remain the main proof point; product traction stays opaque.
  • Neural-data collection creates privacy, consent, and bioethics exposure around identifiable brain-state records.
  • If models fail to predict human state better than software rivals, Constellation loses its thesis.

What makes Constellation unique

  • Avery Krieger’s team claims the largest multimodal human-state dataset, raised through 2026.
  • Constellation trains foundation models on neural, physiological, behavioral, and environmental signals.
  • The company targets an AI-human translation layer for intent, emotion, and wellness.

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Benefits

  • Health Insurance
  • Dental Insurance
  • Vision Insurance
  • Relocation Assistance
  • Conference Attendance Budget
  • Professional Development Budget
  • Parental Leave
  • Paid Time Off

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