AI-Enabled Data Insights & Analytics Services

Webinar Series: Accelerate Asset Decisions with AI

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Common Challenges in Using Data Effectively

As an owner-operator in a process-intensive industry, you rely on accurate, accessible data throughout the asset lifecycle. Yet many organizations still struggle with common challenges that limit their ability to harness the full value of their data.

No Trustworthy Data

AI depends on accurate information, yet most organizations face serious gaps in data quality. Stalling on AI until all data is cleansed is not practical, but pushing ahead without addressing the issues creates results no one can trust. Workers encounter conflicting records, incomplete histories and inconsistent naming conventions that erode confidence. Without trust in the data itself, AI outputs are questioned and adoption slows to a halt.

Knowledge Trapped in Silos

Information in asset-intensive industries is spread across countless systems, applications and files, each with its own structure and rules. No single source provides the full story, leaving teams piecing together fragments with limited context. This fragmentation makes it difficult to see trends, confirm accuracy or make timely decisions. As silos grow, the cost of missed connections multiplies, undermining the very value AI is meant to unlock.

Data Lacks Context

Even when data exists, it rarely reaches workers in the form they need to act. Operators and engineers spend time hunting through multiple sources, trying to make sense of disconnected details. Decisions are delayed or based on partial information, exposing facilities to inefficiency, downtime and risk. Without information delivered in context, the gap between data and action remains a constant barrier to performance.

Unlocking the Full Value of Your Data

Since 2001, ReVisionz has been a trusted partner for owner-operators seeking to turn their data into a strategic asset. Our AI-Enabled Data Insights & Analytics services draw on decades of AIM experience, enhanced by today’s most powerful tools in AI, machine learning and advanced analytics.

We specialize in helping clients transform complex, disconnected data into actionable intelligence. Our team works together to apply rule-based migrations, align data with standards like CFIHOS, and embed AI capabilities that unlock new ways to contextualize and use information. Our goal is to help you build a future-ready data environment that supports proactive decision-making and measurable business outcomes.

Harness the Power of Your Information

AI Insights for Projects

We strengthen project delivery by applying AI to improve visibility, quality and efficiency through:

Project deliverable management.
Data and document quality tracking.
Collision notification for concurrent engineering.
Asset-based performance tracking.
Automated drawing and data comparisons (e.g., redline to as-built).

AI Insights for Operations

We utilize AI to improve reliability, reduce downtime and optimize operational efficiency through:

Predictive models for asset failure prevention.
Cost analysis for smarter decision-making.
Metrics and effectiveness tracking for management systems.
Plant logistics, inventory and spare parts management.
Reliability improvement and integrity analysis.

Agentic AI for Industry

We enable intelligent automation by deploying AI “agents” that optimize processes and reduce manual effort in:

Process optimization and efficiency.
Materials management and logistics.
Maintenance planning and scheduling.
Data handover and auditing.
Safety management and compliance.
Autonomous design and operations.

Data as a Service

We transform unstructured inputs into usable, structured data to support AI and digital operations by:

Extracting data from tags, tables, datasheets and poor-quality scans.
Document classification for improved accessibility.
Tag consolidation and normalization.
AIM system integration and migration.
Handover data remediation.
Adding intelligence to 2D drawings.

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AI Enablement

Successful AI adoption begins with clarity of purpose and a disciplined plan. ReVisionz helps organizations move from ideas to action by assessing current readiness, identifying where AI can deliver real value and developing use cases that align with business priorities.

We create business cases and ROI models to secure leadership support, then design executable roadmaps that guide implementation step by step. This approach ensures AI investments are targeted, measurable and positioned to scale across the organization.

Change Enablement & Training

The success of your AI 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

Midstream Oil & Gas

Streamlining Document Control & Reducing Licensing Costs

Petrochemicals & Plastics

Standardizing Operator Handovers Across ~30 Plants

Integrated Oil & Gas

Enabling Digital Readiness

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.