Logo, back to home

Solving the unsolved

Royanis is a computational physics-led technology lab. We take on the problems that have stayed unsolved - in data, AI and the physical world - and turn them into software that runs in your operation.

Tell us what's unsolved

Lab first. Engineering fast behind.

Most firms start by writing code. We start with the physics of the problem - the sensor, the data, the operation - and prove an approach works before anything is built at scale. Then our engineers turn the proof into production systems - data pipelines, backends and web applications - integrated into the processes you already run. That is what we mean by applied intelligence.

Applied AI and optimization

Icon data

Models that predict, plan and optimize, built on the physics of your operation and the data you already collect.

Data foundations and analytics

Icon data

The pipelines and models that make those decisions trustworthy at scale.

Perception and sensor fusion

Icon vision

Merging camera, telematics, and sensor data into one clear view using your existing hardware.

Product engineering

Icon devices

Backends, data pipelines and web applications that carry lab innovation results into the processes your teams already run.

Secure infrastructure and compliance

Icon Security

Azure, AWS or hybrid. ISO 9001 and ISO 27001 certified, with GDPR and HIPAA requirements built in.

From problem statement to production: We stay in the room until the problem is clear, prove the approach in the lab, then build it and run it with you.

Our Clients

Industries

Transport & Logistics

Intelligence for fleets, carriers and the platforms that serve them

We work with telematics platforms, carriers and safety networks on the problems that sit above the system of record: making the data trustworthy, predicting what it implies, and deciding what to do next.

Our Expertise

Data and prediction

The pipelines and models that turn telematics, sensor and transaction data into risk scores, maintenance forecasts and compliance signals you can trust at fleet scale.

Decision

Optimization for routing, dispatch, capacity and network planning from the data you already collect.

Perception

Computer-vision and sensor-fusion measurement, inspection and recognition on the cameras and sensors already in place, without new hardware.

Platforms

The web applications and integrations that put the above in front of dispatchers, drivers and technicians, inside the systems they already use.

Security and compliance built in

Role-based access, audit logs, Azure, AWS or hybrid.

What you get

A proven approach to an open problem, then production software your team owns.

Why a lab?

Computational physics and applied AI on the hard part, enterprise-grade engineering on the rest.

Energy & Industrial IoT

Healthcare & MedTech

Choose the model that fits your needs.

Lab engagement

Fixed scope

Fixed fee

Proving an approach to an open problem before you commit to a build

Build

Milestone-based

Shared risk-reward where it fits

Turning the proof into production software

Dedicated Team

Long-term partnership

Maximum value

Running and extending what we built together

Who you'll work with

Logo royanis, back to home

Saša Banjac

Founder/CTO

Ph.D. computational physicist.

Leads the lab.

Logo royanis, back to home

David Ferrell

Chief Commercial Officer

Clarifies the problem statement and stays in the room until it is clear. Decades of solution architecture and 10+ years shaping AI solutions.

“I strongly recommend Royanis for their exceptional work on our smart locker application“

client

David Burns

President & CEO at Power Technologies

Royanis LLC

9255 Towne Centre Drive, Suite 370

San Diego, CA 92121

ISO 9001
ISO/IEC 27001

Copyright © 2021 - 2025 Royanis, LLC.

All rights reserved.

Logo, back to home

Solving the unsolved

Royanis is a computational physics-led technology lab. We take on the problems that have stayed unsolved - in data, AI and the physical world - and turn them into software that runs in your operation.

Tell us what's unsolved

Lab first. Engineering fast behind.

Most firms start by writing code. We start with the physics of the problem - the sensor, the data, the operation - and prove an approach works before anything is built at scale. Then our engineers turn the proof into production systems - data pipelines, backends and web applications - integrated into the processes you already run. That is what we mean by applied intelligence.

Icon data

Applied AI and optimization

Models that predict, plan and optimize, built on the physics of your operation and the data you already collect.

Icon data

Data foundations and analytics

The pipelines and models that make those decisions trustworthy at scale.

Icon vision

Perception and sensor fusion

Merging camera, telematics, and sensor data into one clear view using your existing hardware.

Icon devices

Product engineering

Backends, data pipelines and web applications that carry lab innovation results into the processes your teams already run.

Icon Security

Secure infrastructure and compliance

Azure, AWS or hybrid. ISO 9001 and ISO 27001 certified, with GDPR and HIPAA requirements built in.

From problem statement to production: We stay in the room until the problem is clear, prove the approach in the lab, then build it and run it with you.

Our Clients

Industries

Transport & Logistics

Intelligence for fleets, carriers and the platforms that serve them

We work with telematics platforms, carriers and safety networks on the problems that sit above the system of record: making the data trustworthy, predicting what it implies, and deciding what to do next.

Our Expertise

Data and prediction

The pipelines and models that turn telematics, sensor and transaction data into risk scores, maintenance forecasts and compliance signals you can trust at fleet scale.

Decision

Optimization for routing, dispatch, capacity and network planning from the data you already collect.

Perception

Computer-vision and sensor-fusion measurement, inspection and recognition on the cameras and sensors already in place, without new hardware.

Platforms

The web applications and integrations that put the above in front of dispatchers, drivers and technicians, inside the systems they already use.

Security and compliance built in

Role-based access, audit logs, Azure, AWS or hybrid.

What you get

A proven approach to an open problem, then production software your team owns.

Why a lab?

Computational physics and applied AI on the hard part, enterprise-grade engineering on the rest.

Energy & Industrial IoT

Healthcare & MedTech

Choose the model that fits your needs.

InnovationPartnership

Fixed scope

Fixed fee

Proving an approach to an open problem before you commit to a build

Build

Milestone-based

Shared risk-reward where it fits

Turning the proof into production software

Dedicated Team

Long-term partnership

Maximum value

Running and extending what we built together

Who you'll work with

Logo royanis, back to home

Saša Banjac

Founder/CTO

Ph.D. computational physicist.

Leads the lab.

Logo royanis, back to home

David Ferrell

Chief Commercial Officer

Clarifies the problem statement and stays in the room until it is clear. Decades of solution architecture and 10+ years shaping AI solutions.

“I strongly recommend Royanis for their exceptional work on our smart locker application“

client

David Burns

President & CEO at Power Technologies

Royanis LLC

9255 Towne Centre Drive, Suite 370

San Diego, CA 92121

ISO 9001
ISO/IEC 27001

Copyright © 2021 - 2026 Royanis, LLC. All rights reserved.

Logo, back to home

Solving the unsolved

Royanis is a computational physics-led technology lab. We take on the problems that have stayed unsolved - in data, AI and the physical world - and turn them into software that runs in your operation.

Tell us what's unsolved

Lab first. Engineering fast behind.

Most firms start by writing code. We start with the physics of the problem - the sensor, the data, the operation - and prove an approach works before anything is built at scale. Then our engineers turn the proof into production systems - data pipelines, backends and web applications - integrated into the processes you already run. That is what we mean by applied intelligence.

Icon data

Applied AI and optimization

Models that predict, plan and optimize, built on the physics of your operation and the data you already collect.

Icon data

Data foundations and analytics

The pipelines and models that make those decisions trustworthy at scale.

Icon vision

Perception and sensor fusion

Merging camera, telematics, and sensor data into one clear view using your existing hardware.

Icon devices

Product engineering

Backends, data pipelines and web applications that carry lab innovation results into the processes your teams already run.

Icon Security

Secure infrastructure and compliance

Azure, AWS or hybrid. ISO 9001 and ISO 27001 certified, with GDPR and HIPAA requirements built in.

From problem statement to production: We stay in the room until the problem is clear, prove the approach in the lab, then build it and run it with you.

Our Clients

Industries

Transport & Logistics

Energy & Industrial IoT

Healthcare & MedTech

Intelligence for fleets, carriers and the platforms that serve them

We work with telematics platforms, carriers and safety networks on the problems that sit above the system of record: making the data trustworthy, predicting what it implies, and deciding what to do next.

Our Expertise

Data and prediction

The pipelines and models that turn telematics, sensor and transaction data into risk scores, maintenance forecasts and compliance signals you can trust at fleet scale.

Decision

Optimization for routing, dispatch, capacity and network planning from the data you already collect.

Perception

Computer-vision and sensor-fusion measurement, inspection and recognition on the cameras and sensors already in place, without new hardware.

Platforms

The web applications and integrations that put the above in front of dispatchers, drivers and technicians, inside the systems they already use.

Security and compliance built in

Role-based access, audit logs, Azure, AWS or hybrid.

What you get

A proven approach to an open problem, then production software your team owns.

Why a lab?

Computational physics and applied AI on the hard part, enterprise-grade engineering on the rest.

Choose the model that fits your needs.

Model

Time

Investment

Best for

Lab engagement

Fixed scope

Fixed fee

Proving an approach to an open problem before you commit to a build

Build

Milestone-based

Shared risk-reward where it fits

Turning the proof into production software

Dedicated Team

Long-term partnership

Maximum value

Running and extending what we built together

Who you'll work with

Logo royanis, back to home

Saša Banjac

Founder/CTO

Ph.D. computational physicist.

Leads the lab.

Logo royanis, back to home

David Ferrell

Chief Commercial Officer

Clarifies the problem statement and stays in the room until it is clear. Decades of solution architecture and 10+ years shaping AI solutions.

“I strongly recommend Royanis for their exceptional work on our smart locker application“

client

David Burns

President & CEO at Power Technologies

Royanis LLC

9255 Towne Centre Drive, Suite 370

San Diego, CA 92121

ISO 9001
ISO/IEC 27001

Copyright © 2021 - 2026 Royanis, LLC. All rights reserved.

Logo, back to home

Solving the unsolved

Royanis is a computational physics-led technology lab. We take on the problems that have stayed unsolved - in data, AI and the physical world - and turn them into software that runs in your operation.

Tell us what's unsolved

Lab first. Engineering fast behind.

Most firms start by writing code. We start with the physics of the problem - the sensor, the data, the operation - and prove an approach works before anything is built at scale. Then our engineers turn the proof into production systems - data pipelines, backends and web applications - integrated into the processes you already run. That is what we mean by applied intelligence.

Icon data

Applied AI and optimization

Models that predict, plan and optimize, built on the physics of your operation and the data you already collect.

Icon data

Data foundations and analytics

The pipelines and models that make those decisions trustworthy at scale.

Icon vision

Perception and sensor fusion

Merging camera, telematics, and sensor data into one clear view using your existing hardware.

Icon devices

Product engineering

Backends, data pipelines and web applications that carry lab innovation results into the processes your teams already run.

Icon Security

Secure infrastructure and compliance

Azure, AWS or hybrid. ISO 9001 and ISO 27001 certified, with GDPR and HIPAA requirements built in.

From problem statement to production: We stay in the room until the problem is clear, prove the approach in the lab, then build it and run it with you.

Our Clients

Industries

Transport & Logistics

Energy & Industrial IoT

Healthcare & MedTech

Intelligence for fleets, carriers and the platforms that serve them

We work with telematics platforms, carriers and safety networks on the problems that sit above the system of record: making the data trustworthy, predicting what it implies, and deciding what to do next.

Our Expertise

Data and prediction

The pipelines and models that turn telematics, sensor and transaction data into risk scores, maintenance forecasts and compliance signals you can trust at fleet scale.

Decision

Optimization for routing, dispatch, capacity and network planning from the data you already collect.

Perception

Computer-vision and sensor-fusion measurement, inspection and recognition on the cameras and sensors already in place, without new hardware.

Platforms

The web applications and integrations that put the above in front of dispatchers, drivers and technicians, inside the systems they already use.

Security and compliance built in

Role-based access, audit logs, Azure, AWS or hybrid.

What you get

A proven approach to an open problem, then production software your team owns.

Why a lab?

Computational physics and applied AI on the hard part, enterprise-grade engineering on the rest.

Choose the model that fits your needs.

Model

Time

Investment

Best for

Lab engagement

Fixed scope

Fixed fee

Proving an approach to an open problem before you commit to a build

Build

Milestone-based

Shared risk-reward where it fits

Turning the proof into production software

Dedicated Team

Long-term partnership

Maximum value

Running and extending what we built together

Who you'll work with

Logo royanis, back to home

Saša Banjac

Founder/CTO

Ph.D. computational physicist.

Leads the lab.

Logo royanis, back to home

David Ferrell

Chief Commercial Officer

Clarifies the problem statement and stays in the room until it is clear. Decades of solution architecture and 10+ years shaping AI solutions.

“I strongly recommend Royanis for their exceptional work on our smart locker application“

client

David Burns

President & CEO at Power Technologies

Royanis LLC

9255 Towne Centre Drive, Suite 370

San Diego, CA 92121

ISO 9001
ISO/IEC 27001

Copyright © 2021 - 2026 Royanis, LLC. All rights reserved.

Logo, back to home

Solving the unsolved

Royanis is a computational physics-led technology lab. We take on the problems that have stayed unsolved - in data, AI and the physical world - and turn them into software that runs in your operation.

Tell us what's unsolved

Lab first. Engineering fast behind.

Most firms start by writing code. We start with the physics of the problem - the sensor, the data, the operation - and prove an approach works before anything is built at scale. Then our engineers turn the proof into production systems - data pipelines, backends and web applications - integrated into the processes you already run. That is what we mean by applied intelligence.

Icon data

Applied AI and optimization

Models that predict, plan and optimize, built on the physics of your operation and the data you already collect.

Icon data

Data foundations and analytics

The pipelines and models that make those decisions trustworthy at scale.

Icon vision

Perception and sensor fusion

Merging camera, telematics, and sensor data into one clear view using your existing hardware.

Icon devices

Product engineering

Backends, data pipelines and web applications that carry lab innovation results into the processes your teams already run.

Icon Security

Secure infrastructure and compliance

Azure, AWS or hybrid. ISO 9001 and ISO 27001 certified, with GDPR and HIPAA requirements built in.

From problem statement to production: We stay in the room until the problem is clear, prove the approach in the lab, then build it and run it with you.

Our Clients

Industries

Transport & Logistics

Energy & Industrial IoT

Healthcare & MedTech

Intelligence for fleets, carriers and the platforms that serve them

We work with telematics platforms, carriers and safety networks on the problems that sit above the system of record: making the data trustworthy, predicting what it implies, and deciding what to do next.

Our Expertise

Data and prediction

The pipelines and models that turn telematics, sensor and transaction data into risk scores, maintenance forecasts and compliance signals you can trust at fleet scale.

Decision

Optimization for routing, dispatch, capacity and network planning from the data you already collect.

Perception

Computer-vision and sensor-fusion measurement, inspection and recognition on the cameras and sensors already in place, without new hardware.

Platforms

The web applications and integrations that put the above in front of dispatchers, drivers and technicians, inside the systems they already use.

Security and compliance built in

Role-based access, audit logs, Azure, AWS or hybrid.

What you get

A proven approach to an open problem, then production software your team owns.

Why a lab?

Computational physics and applied AI on the hard part, enterprise-grade engineering on the rest.

Choose the model that fits your needs.

Model

Time

Investment

Best for

Lab engagement

Fixed scope

Fixed fee

Proving an approach to an open problem before you commit to a build

Build

Milestone-based

Shared risk-reward where it fits

Turning the proof into production software

Dedicated Team

Long-term partnership

Maximum value

Running and extending what we built together

Who you'll work with

Logo royanis, back to home

Saša Banjac

Founder/CTO

Ph.D. computational physicist.

Leads the lab.

Logo royanis, back to home

David Ferrell

Chief Commercial Officer

Clarifies the problem statement and stays in the room until it is clear. Decades of solution architecture and 10+ years shaping AI solutions.

“I strongly recommend Royanis for their exceptional work on our smart locker application“

client

David Burns

President & CEO at Power Technologies