30 Most Innovative Companies to Watch 2026

The First Physics-Enabled Digital Twin: Neara

A geometrically precise, 3D model that reveals how assets behave and react in the real world.

By SBR
Feb 27, 2026 9:26 PM Updated February 27, 2026
Daniel Danilatos, Founder & CEO, Neara Photo by SBR

Daniel Danilatos, Founder & CEO, Neara


Neara is a health technology company that creates wearable devices and data analytics tools designed to help people monitor cognitive performance over time. The company’s system gathers information during normal daily activities and uses that data to generate insights related to attention, memory, reaction time and other aspects of brain function. By observing patterns across days and weeks, users can better understand how lifestyle factors such as sleep, stress and activity relate to cognitive performance.

The wearable device works alongside a companion app that processes sensor data and presents trends in an accessible format. Rather than relying only on occasional assessments, Neara collects continuous real-world data that reflects how the brain performs during everyday tasks. This allows users to see changes that may be linked to routine behaviors and to review long-term shifts that might otherwise go unnoticed.

How the System Collects and Analyzes Data

Neara’s wearable includes sensors that measure motion, sleep patterns and other physiological signals connected to cognitive function. When worn throughout the day and night, the device records information that is transmitted to the app for analysis. Algorithms process the data to identify trends and generate visual summaries that highlight variations in performance.

The platform is designed to track patterns over time rather than focus on isolated tests. By examining multiple days or weeks of data, the system can reveal correlations between habits and cognitive measures. For example, users may see how sleep duration relates to attention levels or how periods of increased activity correspond with shifts in performance indicators.

The app presents information in charts and reports that help users compare trends across different timeframes. This structure allows individuals to observe improvements, declines or fluctuations and relate them to daily routines. The goal is to provide objective data that complements personal observations about energy levels or focus.

Supporting Everyday Decision-Making

Neara’s technology is intended to help individuals understand how their daily choices relate to cognitive outcomes. Many people rely on subjective impressions of mental performance, but those impressions may not always reflect measurable patterns. By providing structured data, the platform gives users additional context when evaluating sleep habits, work schedules or exercise routines.

Professionals managing demanding workloads and students preparing for academic commitments may use the system to monitor how different behaviors align with changes in focus or reaction time. Over time, the data can reveal patterns that inform adjustments to rest, activity or scheduling. This ongoing visibility supports more informed discussions about personal wellness and performance.

Because the wearable captures data during normal activity, it avoids the need for repeated clinic-based assessments. Users can continue their regular routines while the device collects information in the background. This makes long-term tracking more practical and allows cognitive trends to be observed in real-world conditions.

Applications in Health and Research

Researchers and clinicians may also use Neara’s platform to better understand cognitive patterns outside controlled environments. Traditional assessments often occur in clinical settings that provide limited snapshots of performance. Neara’s approach captures data across extended periods, offering a broader view of changes that occur in everyday life.

Healthcare professionals can review long-term trends to supplement other evaluation methods. This may be useful when monitoring recovery, observing changes over time or discussing lifestyle factors that relate to cognitive function. The data can provide additional context that supports patient conversations and follow-up planning.

The system can also support research initiatives by enabling aggregated and anonymized analysis with user consent. By studying broader patterns across populations, researchers may explore relationships between sleep, activity and cognitive trends. This type of data-driven insight can contribute to ongoing studies focused on brain health and performance.

Privacy and User Control

Neara incorporates data protection measures that allow users to manage how their information is stored and shared. Individuals can decide whether to share data with healthcare providers or research programs, and they retain control over permissions within the app. Security protocols are designed to protect personal information and ensure that data access remains authorized.

Users can update preferences or discontinue participation in shared data programs at any time. This emphasis on control supports transparency while allowing individuals to benefit from long-term cognitive tracking. By combining wearable technology with structured analytics, Neara provides a platform for understanding cognitive performance in daily life while maintaining attention to privacy and user choice.

As interest in digital health tools continues to expand, wearable systems that monitor multiple aspects of wellbeing are becoming more common. Neara’s focus on cognitive tracking adds another dimension to personal health analytics, offering users structured insight into brain performance alongside other lifestyle metrics. By capturing data during routine activities and presenting long-term trends, the platform helps individuals and professionals explore how daily behaviors relate to cognitive function over time.

Daniel Danilatos, Founder & CEO, Neara

Neara’s wearable includes sensors that measure motion, sleep patterns and other physiological signals connected to cognitive function.

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