Digital Twin as a Service
marketplace.

Our mission.

Digital manufacturing. Our mission is to convert the industrial landscape into a sea of connected and communicating digital twins helping the guardians of our modern infrastructure assess real-time data, performance, operations, and risk via a marketplace for digital twins.

Operationalizing and making easy digital twins.

  • For critical manufacturing

  • For the power grid

  • For oil & gas

  • For energy & utilities

  • For buildings & critical infrastructure

  • For (re)insurance

  • And more…

A marketplace for digital twins.

A first-of-its-kind controlled platform marketplace where meta assets like digital twins, models - and underlying algorithms - can be packaged, shared, collaborated on in a secure and assured fashion with IP retention, authenticity, and tracked history all governed via enterprise smart contracts.

As one sells 'physical stuff', that sale can be accompanied by the sale of the ‘digital stuff’ too - with digital twins as secured assets.

Our marketplace.

Orbyfy is developing a marketplace platform to help OEMs and model builders connect with the guardians of critical infrastructure, to create for the first time, a transactive marketplace that allows Digital Twins to be shared, bought, and used.  We do this via a highly scalable data fabric architecture that not only supports the creation of smart contracts to package and share Digital Twins, but also supports the data pipelines to hook up Digital Twins in real-time.  Creating the physical in the digital by removing barriers to sharing, utilization, and ultimately driving decisions.  

We are building the scaffolding of the Industrial Metaverse.

We believe.

  • Digital twins sold with every physical asset can yield a $100M pipeline for a major OEM. 

  • Digital twins output used by a reinsurer can net a 2x increase in risk visibility.

  • Digital twins across an asset portfolio can help achieve 30% cost savings.

  • Digital twins can cut down data and analytics costs by $20M for a large company. 

  • Digital twins are the next asset class representing an $820B market size by 2030. 

The need in the market is huge.
Customers are asking how to make it easier to go from data-to-decisions.
Assessing the digital fingerprint of risk across assets & operations.

110+ customers

200+ calls

With the guardians of our modern infrastructure, owning and operating assets, managing risk, and insuring assets. In total, these critical stakeholders represent 99% of an asset’s overall lifecycle.

Industry challenge.

  • Industry wants to narrow the gap between data and decisions due to socioeconomic pressures: lack of SMEs, aging workforce, micro-content, shifting people & information interactions.

  • Digital twins of ‘physical stuff’ keep having to be created again and again by those that never built the ‘physical stuff’ to begin with.

  • 70% are still developing in their technology maturity.

  • 45% are value-driven personas, followed by 30% which are driven by efficient outcomes.

  • How to accomplish condition monitoring of an asset, using available data, when there aren't enough data scientists and developers for analytics, to make actionable risk-vs.-reward decisions everyday?

  • How to put easy and useful technology in the hands of our staff, operations, and users?

  • Whats the Return on Investment (ROI)?

Industrial customers want decision tools too.

  • Current digital tools perform disparate actions: data management, asset analytics, dashboards and visualizations.

  • Current digital tools cannot be easily configured to support asset condition monitoring or assessing asset health scores: An asset health score is a simple-to-understand translation of the aggregate output into a scale, such as 0 to 100 or a percentage, where higher values indicate better overall health.  Here the term ‘health’ refers to the best-case or most positive-outcome to support the overall longevity and maximal efficient and effective utilization of that asset.  

  • Current digital tools require specialized skillsets to interoperate: data scientists and developers need to play ‘technology stack combinatorics’ in order to derive value and decision tools from data.

  • Current digital analytics tools are not effective because they are indeed so cumbersome: 70% of data is never used, 1 in 5 investments in data analytics ever yields insights.

Digital twin as a service marketplace.

Digital twins are the answer.
Packaged and shareable digital twins that can be hooked up to
real-world data, powering insights quickly.

Our vision.

  • The simplest to use user interface. The most adopted platforms in the world are nothing more than a search box (Google, ChatGPT, … ).

  • The simplest to use digital twins are those that help drive decisions. Most people want to cut-the-gap between data-&-decisions to de-risk operations, planning, and more.

  • In our vision, people and digital twins interact seamlessly.

Features.

For those that care about assets:

  • Digital Twins on Demand: Select the digital twins that are needed for your operations to monitor against real-time data in a few clicks, and pay for only what you need.

  • Digital Twins to drive Decisions: Use the digital twins in order to track outputs and KPIs, cutting the gap between data to the decisions you need to make.

  • Digital Twin Dashboards: See your asset portfolio of digital twins to see their status and create flags, emails, and triggers when digital twin outputs reach a critical level.

  • Connect Digital Twin Outputs Anywhere: Connect outputs of digital twins to existing enterprise applications, dashboards, databases, analytics, and more with easy connectors & exports.

  • Digital Twin Networks: See a portfolio of your digital twins and start to connect the outputs of one digital twin to the inputs of another to start simulating networks.

  • Closed Loop Digital Twins: Tune the base digital twin to real-world operating conditions and data and refine the model continuously to give accurate results.

For those that build assets:

  • Package & Share Digital Twins: Author, construct, structure, and package digital twins to create a platform providing Digital Twin as a Service (DTaaS) to your customers.

  • Verified Digital Twins: Encode digital twins within a smart contract structure in a data fabric with record of ownership, history, verification, IP, and security.

  • Digital Twin Descriptions: Build a digital twin library by industry, type, asset classes, inputs, data requirements, outputs, KPIs, and more (risk twins, carbon twins, etc.).

  • Portfolio of Digital Twins: Create customer-facing portfolio of digital twins where customers can select with a point-and-a-click, and pay for only what they need.

  • Data-Driven Digital Twins: Couple data with digital twins by encoding efficient live-stream data connectors to power the digital twin in real-time.

  • Metaverse Ready Digital Twins: Just as APIs form the connect tissue and interactivity layer for our digital world, the digital twin will form the connectivity and interactivity layer for the Metaverse. 

Value for the guardians of infrastructure.

  • Digital twin as a service platform value

    You can use the most powerful ready-to-use physics-informed AI Digital Twins for assets with ease.

    You don't need to be a data scientist or data analyst to get to decision insights for your assets.

    You remove analytics barriers from decision insights.

    You begin to use the 70% of enterprise data that is never used for insights.

    You save the typical $500K-$1M per industrial analytics project initiatives, singular projects with no comprehensive overview.

    You pay-as-you-go for only what you need.

    You are not locked into enterprise platforms.

    You get exactly the output you are looking for to get to the digital fingerprint of asset risk.

    You get outputs related directly to aggregate asset health scores: performance, operations, efficiency, CO2e, risk, failure.

  • Assess the digital fingerprint of asset risk

    You focus on de-risking your operations and setting-up for financially optimized outcomes.

    You focus on decisions critical to everyday operations and the future: weighing risk-vs.-reward tradeoffs.

    You use the digital finger print of risk from Digital Twins to address the full asset lifecycle: maintenance, inspections, replacement, efficiency, performance, investment, upgrade, augmentation, servicing, monitoring, contracts, risk assessments, emissions, carbon footprint, ESG scope, and more.

    You make risk-informed decisions across critical aging asset portfolios.

    You use the data you already have to advantage EBITDA, from "molecule to margin".

    You create a portfolio view of your assets for health and risk visibility.

  • Focus on financial optimization

    You achieve pragmatic financial optimization instead of digital transformation.

    You can now assess the value of your portfolio value of assets in context of effective capital deployment, reduce the future project cost of capital, reduce capital reserve, reduce O&M expense, optimize the CapEx-OpEx equation, communicate scale of risk to investors and shareholders, reduce P&C and business-interruption insurance expense via proactive maintenance and risk management.

    You can accurately track across your asset portfolio Scope 1 and Scope 2 impacts to the asset level.

    You invest in technology that has direct impacts to the bottom-line and margin.

Value for OEMs and model builders.

  • Power business model innovation for growth

    You begin to decouple digital twins and analytics from underlying monolithic enterprise applications but continue to retain competitive advantage and IP with the ability to package & monetize securely - securing your business’ core value.

    You tap into a net new revenue generation model: Digital Twin as a Service (DTaaS) while addressing core source of customer pain (data to decisions fast, efficiently, with ROI); business model innovation and revenue recurrence.

    You can package digital twins to every physical asset sale to create immediate stickiness and digital adoption.

    You promote the sale of complementary simulation & platforms: Digital twins as a starter for modeling used in conjunction with data platforms, IoT platforms, simulation platforms, and more.

    You create a digital twin marketplace: Digital twin ecosystem for ease of customer self-discovery and purchase.

    You define the boundaries of sharing, exchange, and use of digital twins, and create verifiable digital twins.

    You power the creation of the Metaverse through digital twin building blocks that can be connected, shared, and used with ease.

  • Target net new untapped customer segments

    Unlock your digital twins for customers traditionally not targeted, i.e. Model-Based-Financial-Optimization (MBFO) macroscopic asset risk & financial risk for insurance, banking, lending, and more.

    You can create variants of digital twins that service needs such as for risk (risk digital twin) or for sustainability and ESG (carbon digital twin).

    You drive direct value for industrial customer archetypes: Low-investment method of getting from data-to-decisions faster in a recurrent pay-as-you-go framework.

    You address critical customer challenges head-on: Gaps in SMEs, resources, technology-stack-combinatorics to go from "data-to-analytics" and simple condition-based monitoring.

    You start servicing the digital needs of your customers and their assets immediately by providing simple ways to use operational data with digital twins.

    You solve for the biggest sources of pain to get to the paradigm of “condition-based maintenance”.

    You give your asset owners all the tools to assess asset risk over its entire lifespan.

  • Drive innovation by decoupling the tech stack

    You allow your customers to create rich end-user applications powered by the outputs of digital twins with ease.

    Your customers can start to do more and optimize better when they are not stuck in the weeds of data and analytics, creating models and algorithms for assets again and again and again.

    You now can start to create powerful technology stacks in which digital twins can live in the edge or in the cloud or on-prem.

    You create packaged and true digital representations of physical assets, creating the building blocks of the Metaverse and more.

Digital twins on demand. Powering the digital world with easy to package and use digital twins. A win-win.

Digital twins to monitor the entire power grid to power a healthy planet 

Create a sustainable, resilient, and energy conscious world by simulating the complexities of our power grid in real-time - the largest man-made machine on the planet.  

Digital twins to understand impacts to complex industries to power true sustainability 

Create regenerative factory ecosystems across the world to dynamically simulate production based on environmental-driven-design and minimizing carbon footprints.  

Digital twins to understand the human body to power healthy societies 

Create the best health outcomes for all by combining our intelligence with artificial intelligence to simulate and predict likely root causes of disease without our human bodies.  

Digital twins for the meta world to power the real world  

Create the most advanced asset model representations with real world physics to design-build-test everything from transportation networks, airplanes, and spacecraft as quickly as human ideas take flight. 

Architecture.