Your lab is doing incredible things. But your data doesn't know it.
Your lab is doing incredible things.
But your data doesn't know it.
Serving innovative teams in energy, foodtech, and agritech.
Serving innovative teams in energy, foodtech, and agritech.
We build custom data systems that transform experimental chaos into strategic intelligence—so your R&D team can scale without losing sight of what matters.
We build custom data systems that transform experimental chaos into strategic intelligence—so your R&D team can scale without losing sight of what matters.
We build custom data systems that transform experimental chaos into strategic intelligence—so your R&D team can scale without losing sight of what matters.
The hidden cost of data chaos.
Your team is running groundbreaking experiments. Your scientists are brilliant. But somewhere between the notebooks, the spreadsheet, and the Slack chat—critical insights are getting lost.
Your team is running groundbreaking experiments. Your scientists are brilliant. But somewhere between the notebooks, the spreadsheet, and the Slack chat—critical insights are getting lost.
10+
10+
10+
10+
10+
10+
hours/week
on manual data compilation
hours/week
on manual data analysis
3
3
3
3
3
3
months of
delays in growth
months of
delays in growth
0%
0%
0%
0%
0%
0%
of experimental data
never gets analyzed
experimental data never analyzed
Building intelligent foundations for the modern R&D startup.
We modernize R&D operations through custom engineering, transforming raw experimental data into a strategic asset.
We modernize R&D operations through custom engineering, transforming raw experimental data into a strategic asset.
End-to-end Data infrastructure
We design and implement custom data architectures that centralize experiment parameters, results, batch records, and quality control data —eliminating chaos and creating a single source of truth for scientific and operational decisions.
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System Integration
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SingleSourceOfTruth
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DataStrategy
Atomic Systems®
01
End-to-end Data infrastructure
We design and implement custom data architectures that centralize experiment parameters, results, batch records, and quality control data —eliminating chaos and creating a single source of truth for scientific and operational decisions.
#
System Integration
#
SingleSourceOfTruth
#
DataStrategy
Atomic Systems®
01
End-to-end Data infrastructure
We design and implement custom data architectures that centralize experiment parameters, results, batch records, and quality control data —eliminating chaos and creating a single source of truth for scientific and operational decisions.
#
System Integration
#
SingleSourceOfTruth
#
DataStrategy
Atomic Systems®
01
Training & Adoption
We train your scientists, technicians, and managers to use the new system confidently—and stay involved until adoption is complete. Systems only work if teams actually use them.
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UserAdoption
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R&DTeam
Atomic Systems®
02
Training & Adoption
We train your scientists, technicians, and managers to use the new system confidently—and stay involved until adoption is complete. Systems only work if teams actually use them.
#
UserAdoption
#
R&DTeam
Atomic Systems®
02
Training & Adoption
We train your scientists, technicians, and managers to use the new system confidently—and stay involved until adoption is complete. Systems only work if teams actually use them.
#
UserAdoption
#
R&DTeam
Atomic Systems®
02
Analytics Dashboards & Reporting
We transform your consolidated data into visual dashboards and automated reports that provide real-time insights for R&D leadership, investors, and board members—replacing days of manual data compilation with instant, accurate analytics.
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DataVisualization
#
RealTimeInsights
Atomic Systems®
03
Analytics Dashboards & Reporting
We transform your consolidated data into visual dashboards and automated reports that provide real-time insights for R&D leadership, investors, and board members—replacing days of manual data compilation with instant, accurate analytics.
#
DataVisualization
#
RealTimeInsights
Atomic Systems®
03
Analytics Dashboards & Reporting
We transform your consolidated data into visual dashboards and automated reports that provide real-time insights for R&D leadership, investors, and board members—replacing days of manual data compilation with instant, accurate analytics.
#
DataVisualization
#
RealTimeInsights
Atomic Systems®
03
Regulatory & Compliance Systems
We structure your data infrastructure to support regulatory submissions and customer compliance requirements—ensuring every experiment, batch, and quality check is documented, traceable, and audit-ready from day one.
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RegulatoryCompliance
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QualityAssurance
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Traceability
Atomic Systems®
04
Regulatory & Compliance Systems
We structure your data infrastructure to support regulatory submissions and customer compliance requirements—ensuring every experiment, batch, and quality check is documented, traceable, and audit-ready from day one.
#
RegulatoryCompliance
#
QualityAssurance
#
Traceability
Atomic Systems®
04
Regulatory & Compliance Systems
We structure your data infrastructure to support regulatory submissions and customer compliance requirements—ensuring every experiment, batch, and quality check is documented, traceable, and audit-ready from day one.
#
RegulatoryCompliance
#
QualityAssurance
#
Traceability
Atomic Systems®
04
How we build your system.
Atomic Systems® guides you through a focused, four-step process that blends strategic insight, technical precision, and measurable outcomes.
01
01
Strategy
We meet with your team, lab managers, and operations staff to understand your experimental workflows, data collection methods, pain points, and regulatory requirements.
01
01
Strategy
We meet with your team, lab managers, and operations staff to understand your experimental workflows, data collection methods, pain points, and regulatory requirements.
01
01
Strategy
We meet with your team, lab managers, and operations staff to understand your experimental workflows, data collection methods, pain points, and regulatory requirements.
02
02
Architect
Our team builds the core system tailored to your machinery, data, and workflows—ensuring scalability, reliability, and effortless integration across your ecosystem.
02
02
Architect
Our team builds the core system tailored to your machinery, data, and workflows—ensuring scalability, reliability, and effortless integration across your ecosystem.
02
02
Architect
Our team builds the core system tailored to your machinery, data, and workflows—ensuring scalability, reliability, and effortless integration across your ecosystem.
03
03
Adopt
We train your scientists, technicians, and managers to use the new system confidently—and stay involved until adoption is complete. Systems only work if teams actually use them.
03
03
Adopt
We train your scientists, technicians, and managers to use the new system confidently—and stay involved until adoption is complete. Systems only work if teams actually use them.
03
03
Adopt
We train your scientists, technicians, and managers to use the new system confidently—and stay involved until adoption is complete. Systems only work if teams actually use them.
04
04
Analyze
After deployment, we continuously optimize performance, employ dashboards, and help your teams harness data systems to drive sustained growth and innovation.
04
04
Analyze
After deployment, we continuously optimize performance, employ dashboards, and help your teams harness data systems to drive sustained growth and innovation.
04
04
Analyze
After deployment, we continuously optimize performance, employ dashboards, and help your teams harness data systems to drive sustained growth and innovation.
Results that move businesses forward.
Atomic Systems deliver to the top R&D innovators.
Why we are better.
Atomic Systems
Recommended
Custom-engineered data infrastructure built for how your lab actually works.
What you get:
2-3 months to full deployment
Custom-built for your equipment and processes
Historical data migration (even messy Excel)
AI-ready architecture
Training and adoption support
Generic ELN / Spreadsheet
Generic laboratory information management systems.
Issues:
Impossible to scale
Can't adapt to your workflows
Massive manual cleaning and recovery.
No custom analysis
30% inncorect data from entry errors
Full-time Data Engineer
Traditional approach for building custom data infrastructure.
Issues:
6-12 months to hire and onboard
$150K+ annual salary + benefits
Steep learning curve on your workflows
Infrastructure knowledge leaves if the engineer does.
45% of their time is spent fixing, not building.
Why we are better.
Atomic Systems
Recommended
Custom-engineered data infrastructure built for how your lab actually works.
What you get:
2-3 months to full deployment
Custom-built for your equipment and processes
Historical data migration (even messy Excel)
AI-ready architecture
Training and adoption support
Generic ELN / Spreadsheet
Generic laboratory information management systems.
Issues:
Impossible to scale
Can't adapt to your workflows
Massive manual cleaning and recovery.
No custom analysis
30% inncorect data from entry errors
Full-time Data Engineer
Traditional approach for building custom data infrastructure.
Issues:
6-12 months to hire and onboard
$150K+ annual salary + benefits
Steep learning curve on your workflows
Infrastructure knowledge leaves if the engineer does.
45% of their time is spent fixing, not building.
Why we are better.
Atomic Systems
Recommended
Custom-engineered data infrastructure built for how your lab actually works.
What you get:
2-3 months to full deployment
Custom-built for your equipment and processes
Historical data migration (even messy Excel)
AI-ready architecture
Training and adoption support
Generic ELN / Spreadsheet
Generic laboratory information management systems.
Issues:
Impossible to scale
Can't adapt to your workflows
Massive manual cleaning and recovery.
No custom analysis
30% inncorect data from entry errors
Full-time Data Engineer
Traditional approach for building custom data infrastructure.
Issues:
6-12 months to hire and onboard
$150K+ annual salary + benefits
Steep learning curve on your workflows
Infrastructure knowledge leaves if the engineer does.
45% of their time is spent fixing, not building.
What our clients say about working with Atomic Systems®.
Hear from the companies that rely on us to build, scale, and innovate with data every day.
It was a pleasure working with you , a major success is written in your name. Atomic systems built a strong data infrastructure to the entire companies' data from zero!
Amir Sekely
Director of Product, Addionics
It was a pleasure working with you , a major success is written in your name. Atomic systems built a strong data infrastructure to the entire companies' data from zero!
Amir Sekely
Director of Product, Addionics
We were drowning in false positives and manual reviews. Source’s adaptive ML cut investigation time dramatically and provided real-time risk intelligence, reshaping how our fraud team operates.
David Lorne
Head of Fraud Strategy, Clandestine
Automation wasn’t just about speed for us — it was about keeping our brand promise. Source helped us create a seamless post-purchase experience that matches the quality and care our customers expect.
Jordan Hale
Director of Fulfillment & Logistics, Elasticwear
Source modernized our lending operations where internal efforts had stalled. Decision times fell from days to hours, compliance improved, and customers feel the difference immediately.
Maria Vogel
VP of Digital Transformation, GlobalBank
Source helped us break down the operational silos that were slowing our teams. Their automation layer let our systems communicate instantly, so engineers and managers could spend less time syncing and more time building.
Dr. Lila Chen
Head of Platform Engineering, EnnLabs
It was a pleasure working with you , a major success is written in your name. Atomic systems built a strong data infrastructure to the entire companies' data from zero!
Amir Sekely
Director of Product, Addionics
We were drowning in false positives and manual reviews. Source’s adaptive ML cut investigation time dramatically and provided real-time risk intelligence, reshaping how our fraud team operates.
David Lorne
Head of Fraud Strategy, Clandestine
Automation wasn’t just about speed for us — it was about keeping our brand promise. Source helped us create a seamless post-purchase experience that matches the quality and care our customers expect.
Jordan Hale
Director of Fulfillment & Logistics, Elasticwear
Source modernized our lending operations where internal efforts had stalled. Decision times fell from days to hours, compliance improved, and customers feel the difference immediately.
Maria Vogel
VP of Digital Transformation, GlobalBank
Source helped us break down the operational silos that were slowing our teams. Their automation layer let our systems communicate instantly, so engineers and managers could spend less time syncing and more time building.
Dr. Lila Chen
Head of Platform Engineering, EnnLabs
Our journey & Vision
A note from our founder on why we choose to build differently.
Hey future partners,
Since 2021, I’ve been engineering scalable data solutions at the intersection of tech, finance, and innovation—from building real-time data pipelines in 8200 unit to leading a company-wide data platform transformation at a battery-tech startup.
That startup experience showed me something critical: physical R&D companies are doing world-changing work, but their data infrastructure is stuck in the 1990s.
That's why I founded Atomic Systems.
We're a lean, specialized team that builds custom data infrastructures for physical R&D startups in Energy, Food Tech, Materials Science, and Agritech. We've integrated diverse lab data sources, migrated messy historical records that other systems rejected, and unlocked insights that fuel both scientific breakthroughs and business growth.
Since 2021, I’ve been engineering scalable data solutions at the intersection of tech, finance, and innovation—from building real-time data pipelines in 8200 unit to leading a company-wide data platform transformation at a battery-tech startup.
That startup experience showed me something critical: physical R&D companies are doing world-changing work, but their data infrastructure is stuck in the 1990s.
That's why I founded Atomic Systems.
We're a lean, specialized team that builds custom data infrastructures for physical R&D startups , we unlocked insights that fuel both scientific breakthroughs and business growth.
We believe growth isn’t a straight line — it’s the courage to rebuild, refine, and rise stronger than before.
With gratitude,
Ofri Raichelson
Founder, Atomic Systems
Frequently asked questions
News & Insights.
Explore the latest from Atomic Systems® — product updates, thought pieces, and ideas driving the future of intelligent systems.
Get in touch.
Whether you have questions or just want to explore what’s possible, we’re here to help.
Get in touch.
Whether you have questions or just want to explore what’s possible, we’re here to help.