Complex Systems represent large-scale interconnects of heterogenous components, adaptive agents, and nonlinear actors. In modern usage, these are often networks-of-networks or systems-of-systems with multi-scale feedback and emergent behaviour.
The canonical example is an ecosystem which supervenes cyber-physical infrastructure with socio-technical utilization and smart-assets.
Many new and emerging technologies are defined by their integrated and connected nature. The attributes of a complex system arise in most disruptive and ubiquitous spaces:
* Cyber-Physical Assets/Infrastructure; Smart-Grids, Smart-Fleets.
* Industrie 4.0; Smart-factories, Lights-out facilities, Printed-Edge.
* Autonomous Vehicle Networks; Infrastructure & Traffic Management.
* Unmanned Airspace; Integrity-as-a-Service, Smart-Corridors.
* Blockchain Logistics; Smart-Auctions, Agile Markets.
* Integrated "2.0" Frameworks; Health/Transport/Agri/Government.
* IoT; Sensors, Devices, Everything,
The increasing complexity of engineered systems is driving a phase-transition known as the hypermodern era.
This era is marked by topological dynamics, network articulations, and configuration spaces that outpace data-driven analytics and even invalidate most KPI/insights.
By 2023, most complex systems will no longer derive meaningful value from data.
Ensemble Consilience and Hollistic Optimization (ECHO) is a novel approach to complex systems measurement, evaluation, and refinement.
ECHO reconciles multiple-criteria about model properties, structural invariants, and data-minimal features. ECHO utilizes proprietary similarity and fitness-for-purpose metrics. The framework combines some of the latest applied research from information and complexity theory, game-theory, gaph-theory, topology, and network science.
Most KPI-based assessments are bloated and completely out of touch when it comes to complex systems. We utilize futureproof, domain-agnostic, and data-minimal approaches.
Our expert knowledge. Our catalysis comes from R&D and SR&ED funding. We have an AI-augmented team. We're eager to partner, collaborate, and innovate the tools and techniques necessary for these undertakings. This headstart gives us a competitive advantage that is passed onto clients.
Our packaged delivery. We're streamlining our solutions into automated workflows, custom analytics, converged metrics, and fast delivery. We will eventually incorporate smart-contracts and provide MXaaS ("mexas", or metrics-as-a-service) as part of our business.
We hope you'll grow with us. We're getting in front of the hard problems with an emerging discipline.