Neurons Lab
About Neurons Lab
Neurons Lab can skyrocket your product innovation with AI engineering, unique expertise in fundamental sciences (physics, biology, chemistry), and a proprietary product delivery framework.
Our offering goes beyond generic tech consulting; instead, we operate at the profound intersection of AI, a PhD-grade scientific approach, and business knowledge necessary to create novel data-driven solutions and non-standard applications that actually work - and all on a quicker timeline than competitors.
Since 2019, we have collected the brightest minds of PhD data scientists, AI/ML experts, and engineers passionate about practical artificial intelligence and machine learning. Now we are a globally distributed team eager to solve the most demanding AI challenges you could imagine. This way, we can help innovators and tech startups implement and release disruptive solutions even with tight deadlines, fierce competition, limited or no datasets, or any other challenge.
Our unique approach with AI/ML and a proprietary delivery framework helped generate new solutions and boost performance across different industries, especially HealthTech, EnergyTech, and Life Science.
Our client success stories from the USA, Europe, and the GCC:
- HealthTech → AI-based remote patient monitoring tool increased the efficiency of diagnosing and treatment programs by 30-40% and reduced nursing costs by up to 40%.
- EnergyTech → AI project showed 5-10% additional savings on top of a fully optimized campus distributed chilled water system.
- Health & Beauty → AI solution for skin assessment allows a skincare research laboratory to reduce the risk of failures by 63%.
- ShipTech → solution for predicting vessel maintenance via advanced physics-aware deep learning models for more accurate fault detection.
- Pharma & BioTech→ cloud data platform used for patient observation in clinical trials for precision medicine development resulting in 24% fewer expenditures on processes.
- EnergyTech → solution for predicting energy demands with a control strategy for battery charging and reduced grid consumption by 40%.
- Life Science → secure cloud data platform for genetics research supporting the simultaneous processing of hundreds of analytical tasks.
- Smart Investment Management → data-curated system for portfolio optimization and better trading decisions.
Key facts about Neurons Lab:
Our services include
- AI Product Discovery → AI business model canvas validation; AI unit economics calculation; Stakeholder alignment & education; Use cases definition & prioritization
- AI Feasibility Research → Data pipeline development; Exploratory data analysis; Scientific research and patent analysis; POC and MVP development
- AI Product Development → AI solution development; ML engineering: computer vision, natural language processing, time series analysis; DevOps, deployment, monitoring
Unlock new opportunities and technological breakthroughs together with Neurons Lab.
Receive tangible results in weeks, not years.
Neurons Lab can skyrocket your product innovation with AI engineering, unique expertise in fundamental sciences (physics, biology, chemistry), and a proprietary product delivery framework.
Our offering goes beyond generic tech consulting; instead, we operate at the profound intersection of AI, a PhD-grade scientific approach, and business knowledge necessary to create novel data-driven solutions and non-standard applications that actually work - and all on a quicker timeline than competitors.
Since 2019, we have collected the brightest minds of PhD data scientists, AI/ML experts, and engineers passionate about practical artificial intelligence and machine learning. Now we are a globally distributed team eager to solve the most demanding AI challenges you could imagine. This way, we can help innovators and tech startups implement and release disruptive solutions even with tight deadlines, fierce competition, limited or no datasets, or any other challenge.
Our unique approach with AI/ML and a proprietary delivery framework helped generate new solutions and boost performance across different industries, especially HealthTech, EnergyTech, and Life Science.
Our client success stories from the USA, Europe, and the GCC:
- HealthTech → AI-based remote patient monitoring tool increased the efficiency of diagnosing and treatment programs by 30-40% and reduced nursing costs by up to 40%.
- EnergyTech → AI project showed 5-10% additional savings on top of a fully optimized campus distributed chilled water system.
- Health & Beauty → AI solution for skin assessment allows a skincare research laboratory to reduce the risk of failures by 63%.
- ShipTech → solution for predicting vessel maintenance via advanced physics-aware deep learning models for more accurate fault detection.
- Pharma & BioTech→ cloud data platform used for patient observation in clinical trials for precision medicine development resulting in 24% fewer expenditures on processes.
- EnergyTech → solution for predicting energy demands with a control strategy for battery charging and reduced grid consumption by 40%.
- Life Science → secure cloud data platform for genetics research supporting the simultaneous processing of hundreds of analytical tasks.
- Smart Investment Management → data-curated system for portfolio optimization and better trading decisions.
Key facts about Neurons Lab:
Our services include
- AI Product Discovery → AI business model canvas validation; AI unit economics calculation; Stakeholder alignment & education; Use cases definition & prioritization
- AI Feasibility Research → Data pipeline development; Exploratory data analysis; Scientific research and patent analysis; POC and MVP development
- AI Product Development → AI solution development; ML engineering: computer vision, natural language processing, time series analysis; DevOps, deployment, monitoring
Unlock new opportunities and technological breakthroughs together with Neurons Lab.
Receive tangible results in weeks, not years.
Key Insights
Services & Focus
Industry Focus
Portfolio
AI-Based Remote Patient Monitoring Tool
The client is a scientific start-up from Sweden developing Remote Patient Monitoring (RPM) products for healthcare providers.
Neurons Lab designed an AI-based remote patient monitoring tool that increased the efficiency of diagnosing and treatment programs by 30-40% and reduced nursing costs by up to 40%.
Our team helped them achieve such goals as:
- Checked feasibility of the project idea.
Raised additional venture capital by means of the development of an MVP.
- Performed knowledge extraction and data mining to find functional relations of patient medical/health monitoring data and evaluate significant predictive features connected with a patient's medical condition.
- Create Deep Learning models of face/voice/speech/text recognition for patient medical/health/well-being conditions self-assessment and fraud detection.
- Helped define and recognize anomalies, patterns, and trends for early medical condition detection and forecasting.
- Provide more efficient treatment prescription and operative correction.
As a result, we delivered MVP in just four months with a proven product hypothesis. The AI-based tool extracts disease knowledge, patterns, and recognizes trends. These results help increase the efficiency of diagnosing and treatment programs by 30-40%, detect anomalies, and reduce emergency department attendance and readmission rates by up to 50%. Finally, the solution detects and predicts medical conditions early and reduces nursing costs by up to 40%.
ChordX: Predictive Maintenance for Vessels
ChordX is a Singapore maritime data analytics company focusing on energy management.
Neurons Lab has created an AI-powered solution for predicting vessel maintenance via advanced physics-aware deep learning models for more accurate fault detection. The AI product goal was to transform their work with asset data onboard their vessels.
Our team helped them achieve such objectives:
- Established alternative models and algorithms to identify anomalies across different vessel types.
- Identified a set of solutions and provided insights that allow making early alerts and notifications to prevent failure modes.
- Created new models and algorithms that helped reveal inefficiencies in the engine combustion process and generate new valuable insights into the possible root causes.
- Helped to reduce fuel consumption and emissions.
As a result, the created AI solution predicted vessel maintenance needs via advanced physics-aware deep learning models for more accurate fault detection.
Kozhya: Reinventing Skincare with AI
Kozhya is a skincare startup, aimed at enhanced treatment with the help of innovative technologies alongside an alternative serum delivery device.
Neurons Lab developed an AI solution for a skin assessment and a recommending system that allows a skincare research laboratory to reduce the risk of failures by 63%.
Our team helped attain the following objectives:
- Used algorithms powered by AI to assess a patient's skin condition from face images.
- Created a personal skincare program with no need to visit a dermatologist, where assessment results are combined and aligned automatically.
- Helped with composing innovative serums qualitatively and quantitatively via machine learning technology.
As a result, the choice of skincare components is narrowed, and incompatible serum combinations are excluded before the experimental phase.
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