Do You Trust Your Brownfield Data?
Data is often an afterthought once an asset becomes operational. As such, your brownfield assets often suffer from low-quality data that is inaccurate, inconsistent, or incomplete. Moreover, your data is likely distributed across many sites and siloes, making it hard to gather and assess. These issues can create a host of problems.
Information Debt
Missing or poor-quality information incurs a debt of its own. You realize this debt through increased downtime, safety and compliance risks, and schedule delays. These issues compound over the life of the asset and increase the total cost of ownership. Poor quality asset data is not free and costs your company in terms of lost efficiency, production, and risk.
Failed Technology Implementation
When legacy data is of poor quality, deriving value from digitalizing your brownfield assets through technology becomes a significant challenge. Even the shiniest new technology platform needs high-quality data to make the investment worthwhile. Otherwise, users struggle to see the value, adoption slows, and the implementation fails.
Asset Management is a Challenge
Managing brownfield assets without access to verifiable and trustworthy information is risky and costly. A lack of intelligence on your assets’ performance and history makes it difficult to establish clear goals or apply proper standards for your data.
Intelligize Your Data with ReVisionz
Starting in 2001, ReVisionz has a long history of helping clients improve the quality of their data to maximize the return on their AIM investments. Our team of domain experts and data scientists has the capacity and expertise to help you with your data. We use AI and ML to assess, find, and migrate your asset data, regardless of the source.
We develop a business capability-driven roadmap to intelligize your data. The outcome is an improved understanding of your asset information and its issues. The enrichment process will enable your data’s use in context and overcome issues to achieve safe and efficient operations.
Intelligizing Legacy Information
Tag, Metadata, and Data Extraction
To collate and improve your data, we:
- Deploy AI/ML to analyze your existing documents to find tags, metadata, and asset information
- Define rules to extract tags, metadata, and relevant information, automatically
Data Consistency and Auditing
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Compare files to highlight similarities, differences, and overlaps across your different systems
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Audit data quality, document types, and data consistency
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Check for duplicates across document registry systems
Metadata Identification
We have the background, subject-matter expertise, and Natural Language Processing (NLP) know-how to:
- Identify important tags, document numbers, keywords
- Break down those metadata into usable categories
- Integrate/enrich metadata into a centralized system ease of access
Data Transformation, Migration and Intelligizing
We add intelligence to your legacy asset data by:
- Developing migration rules and templates
- Migrating data and documents into target solutions, facilitated by our data dashboard tracking each load
- Automatically identifying URLs to ensure their integrity post migration
Change Enablement & Training
The success of your data intelligizing program is directly tied to people embracing, adopting, and using your new solution. Successful transformations require a strategy for the technological, organizational, and individual impacts of related changes.
ReVisionz develops a client-customized change enablement and training approach as part of all our services. This is critical to achieving the intended results for your asset and prepares your organization to maximize value delivery from your projects.
Effective & Actionable Change
Our approach to change management is based on the PROSCI industry model. We adapted the model to increase the effectiveness of asset and process safety information management transformations across your site or enterprise. It considers change management from the perspective of four key levers:
Leadership & Ownership
Establishing alignment of leaders and teams, alignment of roles with capabilities and expectations, and defined ownership.
Communication
Sharing the vision, the business case, the plan, and the expected outcomes.
Knowledge Transfer & Training
Developing and delivering training to build sustainable skills and capabilities.
Business Readiness & Measurement
Understanding organizational impacts, assessing and enabling readiness, and measuring progress and risk.
Success Stories
Improving Asset Registry with VEERUM
ReVisionz helped improve the asset registry for a mining company through their deployment of VEERUM’s data visualization software. This enabled our team to identify incorrect and missing information for the client, saving up to 60% of the cost compared to manually reviewing the registry.
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New Facility Data & Document Handover Requirements Standards & Auditing Solution
Foundation for Operational Excellence & Digital Transformation
ReVisionz helps build an enterprise-wide asset information management system.
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