Data.
AI.
Efficiency.
Pioneering efficient AI-driven data solutions with more innovative features on the horizon.
About
Us
What is PolyPhazeTM?
PolyPhaze is a team of seasoned technology industry experts with backgrounds in the Department of Defense, the Fortune 500, and large-scale industrial manufacturing. This team has a long history of successful projects, identifying and solving complex operational and technical problems that were out of “phase” of current technology solutions or approaches. PolyPhazeTM, was created to incorporate the most common technical demands of these solutions by mitigating the operational obstructions of these projects.
PolyPhazeTM is designed to enable the building of expansive and complex contextual relationships of many operational elements. (Sensors, inventory items, financial transactions, operational events, products, etc.) identified by/connected by/ dimensioned by the timing of these events. Actual Time becomes a first-class citizen in this approach, allowing the technology to conduct unique time alignment across many dimensions.
What is an Operational Behavioral Twin?
It is the authoritative digital representation of operational processes being fed by multiple data sources. Unlike traditional KPIs or business intelligence measurements, Operational Digital Twins account for variability in the process or known decisional logic between data points to produce real-world measurements. One of the critical elements the PolyPhazeTM solution incorporates into the data ecosystem in real-time; or coincidence of when events happened that may not be apparent in other metric approaches.
Examples of Operational Digital Twins in Complex Manufacturing Operations:
- Manufacturing operations are typically found to have siloed sensor data that is only used for recording of quality events, or the fine-grained data becomes so highly aggregated for metrics reporting the resulting data has minimal value for operational measurements.
- PolyPhazeTM unlocks data and aligns the datapoints across sensor silos to maximize the operational value. Allowing the operation itself to reveal best practices, identify specific areas for improvement, reduce waste, and improve operational inefficiencies.
- PolyPhazeTM Enables the effective measure of true cost of operations where accounting General Leger and GAP accrual methods cause uncertainty in the actual cash-on-cash measurements.
- PolyPhazeTM Provides a platform for the Validation and/or discovery of vital data points necessary to enable Quality Assurance in operations.
Digital Twins
- PolyPhazeTM Facilitates the Complex traceability matrix necessary for diverse actions and complex components. These are critical elements of:
- financial fraud detection where traceability of a single transaction across multiple systems prevents rule logic detection of bad actor behavior.
- manufacturing operations of high value assets where part versioning must be understood.
PolyPhazeTM technical merits:
One of the native outputs of PolyPhazeTM is the creation of a Data Mesh environment to be leveraged throughout the organization. PolyPhazeTM embodies the most advanced methods and application of Data Mesh principles to capture operational data products and produce reusable operational value from and through data streams.
Coordinated data powers AI. These methods are proven critical needs for current genre AI technologies and event identification is an emerging technical demand for next generation AI technology (3rd Wave AI).
Data
Mesh
Polyphaze is a trailblazer in data mesh technology, revolutionizing data management with our advanced contextual data solutions. Our approach outperforms traditional data structures, enabling organizations to extract maximum value from their data through informed decision-making and real-world insights.
We champion a decentralized, domain-focused strategy, aligned with Data Mesh principles, to manage data effectively at scale. Our platform simplifies the integration of these solutions, aiding businesses in navigating complex operational landscapes with precision and adaptability.
Our commitment is to redefine data management, leading the charge in the data mesh era with innovative solutions that enhance operational discovery and foster innovation.
Shaped
Data
In the data-rich world of today, AI emerges as a key tool for transforming raw data into practical insights. Its success relies on access to structured data for learning, adapting, and predicting. Without diverse data sets, AI’s efficiency falters. As companies tap into AI’s potential, they face challenges like misaligned business and AI teams, slow data retrieval, and uncoordinated data teams.
To address these, organizations need systems that provide timely, accurate data, adaptable for specific objectives. Polyphaze leverages cutting-edge Data Mesh techniques to collect and utilize operational data effectively, enhancing decision-making and driving innovation. Our decentralized, domain-oriented data management strategy empowers businesses to maximize data value and navigate complex environments with agility and precision.
Next Gen
AI
We are transitioning from the second to the third wave of AI. The second wave excelled in pattern recognition and data processing but struggled with cross-domain learning. The upcoming third-wave AI promises to mimic human-like understanding and interaction, featuring contextual comprehension, reasoning, and adaptability. This evolution allows AI to transcend specific tasks, applying its learning across various domains.
Third-wave AI will significantly enhance human interaction and decision-making. It’s poised to identify complex patterns in diverse industries and analyze intricate data, like in advanced medical diagnostics. Emphasizing event identification in AI development, as practiced by Polyphase, is crucial for advancing these technologies. This shift is especially relevant for those involved or interested in the AI sector, promising broad and impactful applications.
"Harnessing organizational data assets to archive a higher level of performance."
PolyPhaze
Example Engagements:
Large Aircraft Manufacturing
We created a Digital Twin for each aircraft engineered through 2039, providing them with an accurate data foundation for:
- common bill of materials by tail to capture part quantity, next higher assembly, SWBS, drawings, and part characteristics
- the Part Interchangeability Matrix for the entire fleet.
- agile demand forecast modeling.
- an integrated demand forecast solution for both manufacturing and aircraft sustainment operations.
- Supplier capacity to give a predictive analysis of when the supply base would be overcome by demand (to account for 2-year lead time).
- a unique solution to refine Survivability curves.
We developed a translation solution, provided a near-real-time Quality Assurance deep investigation for ad hoc manufacturing line incidents, created the Contract Line Item (CLIN) Closure Solution for material inspection, tailored it to various reports to confirm efforts, and automated the reconciliation process.
A large aircraft maintenance office
Provided a unique solution to track “Bad Actor” parts or parts that met form and fit criteria but did not function as needed to return aircraft or systems to operation. This solution included a novel behavioral twin solution to track unique maintenance actions across the organization’s entire maintenance data stream for specific aircraft types.
Large Credit Card Merchant
Provided a unique architectural solution to identify and track millions of credit card clearing devices.
Telecommunications Company
Provided a novel solution to find and identify capacity gaps for marketing opportunities (rev) and targeted capital investment for internet traffic and access. This solution used internal customer data, 3rd party data and geospatial solutions.
Utility Company
Provided a novel asset tracking and life span solution. Designed a unique integration solution for Work Order capture and application to asset management for uniquely identifying the asset and tracking life cycle variances. Developed a unique solution for asset replacement and budget forecasting.