Expert Data Quality Consulting Services

ReVisionz helps asset-intensive organizations turn fragmented, incomplete, and inconsistent information into trusted data that supports operations, compliance, analytics, and AI. Our Data Quality Consulting combines governance, enrichment, migration, and sustainment expertise to make asset information easier to find, measure, and use across engineering, construction, operations, and maintenance teams.

Data quality consultants reviewing industrial asset dashboards

Our Data Quality Consulting Services

Comprehensive data quality consulting for governed, usable, lifecycle-ready industrial asset information.

Legacy Data

Use AI/ML expertise to enrich, standardize, and migrate outdated asset information, improving accuracy, usability, completeness, and confidence in legacy data already held by the organization.

Master Governance

Establish policies, data standards, stewardship roles, metrics, and governance tools that keep master data consistent, reliable, measurable, and aligned to asset lifecycle management needs.

Industrial DataOps

Orchestrate people, processes, and technology to make fragmented industrial data accessible, actionable, and usable across teams supporting engineering, operations, maintenance, and transformation programs.

Handover Readiness

Align information standards, improve data completeness, and create accountability so project teams deliver high-quality information packages that operations can immediately trust and use.

Information Contractor

Repair data, align systems, and govern operational information after handover so asset documentation continues supporting long-term performance, compliance, and operational decision-making.

AIM Solutions

Build governed homes for drawings, vendor records, and operational documents, making critical asset information easier to find, trust, manage, and use throughout the lifecycle.

Consultants mapping an industrial data quality improvement process

Our Data Quality Improvement Process

Assess Business and Data Priorities

We begin by understanding business goals, operational workflows, systems, and data pain points. This creates a practical view of where poor data quality affects safety, compliance, asset performance, handover readiness, or technology adoption.

Profile and Measure Data Quality

Design Governance and Standards

Enrich and Remediate Information

Sustain Long-Term Data Reliability

The ReVisionz Difference

Why Choose ReVisionz?

ReVisionz combines strategy, technology, and domain expertise to make data quality improvements last.

Proven Experience

ReVisionz brings 25 years of digital asset transformation experience to complex industrial information challenges.

Technology-Agnostic

Recommendations prioritize business capabilities and operational outcomes rather than forcing a preferred software platform.

Data Expertise

One of the industry’s most effective migration and enrichment methods turns fragmented data into usable information.

Industry Depth

Specialists understand engineering, construction, operations, maintenance, compliance, and asset lifecycle realities across capital-intensive industries.

Meet the ReVisionz Team

Experienced leaders guiding complex industrial data transformation programs.

Portrait of Garry Gandza, Senior Partner and CEO of ReVisionz

Garry Gandza

Senior Partner and CEO

Garry Gandza is the Senior Partner and CEO of ReVisionz, where he shapes the company's strategic direction with a focus on innovation, sustainability, and operational excellence. Since joining ReVisionz in 2011, Garry has grown alongside the organization from a specialized consultancy into the premier digital asset transformation firm in North America. He leads ReVisionz 2030, an ambitious long-term strategy designed to ensure the company's ongoing competitiveness and deliver exceptional value to clients. Garry is proud to helm a team of deeply experienced subject matter experts across disciplines including asset information management, digital twin implementation, and enterprise-scale digital transformation. His leadership reflects a deep commitment to client success and a passion for building a world-class organization.

Portrait of Kirk Gibson, Partner and President of ReVisionz North America

Kirk Gibson

Partner and President, ReVisionz North America

Kirk Gibson serves as Partner and President of ReVisionz North America, overseeing daily operations, driving organizational efficiency, and leading sales, marketing, and strategic partnership initiatives. Promoted to President in April 2025, Kirk brings over 17 years of experience in performance improvement, leadership development, and strategy implementation gained at RLG. He has worked with major clients across oil and gas, petrochemicals, and manufacturing sectors in the US, Europe, Africa, and Australia. A decorated military veteran, Kirk achieved the rank of Captain in the US Army and deployed in Kosovo and Iraq. His operational discipline and results-driven approach make him a key force behind ReVisionz's continued growth across North America.

Portrait of Kelly Kinghorn, Senior Partner and Director of Delivery Excellence at ReVisionz

Kelly Kinghorn

Senior Partner and Director of Delivery Excellence

Kelly Kinghorn is a Senior Partner and Director of Delivery Excellence at ReVisionz, where he has helped clients integrate leading-edge technology solutions since joining in 2011. With over three decades of experience, Kelly began his career as a piping designer and field engineer before becoming a global deployment lead for Hexagon Solutions at Fluor. His extensive background spans major capital projects and long-term operations across process and manufacturing industries worldwide. At ReVisionz, Kelly specializes in consulting, business case development, digital transformation roadmap definition, and program implementation management, helping organizations turn engineering data into a strategic, long-term asset. His hands-on technical roots and strategic perspective make him a trusted advisor to clients navigating complex digital transformation journeys.

Portrait of Linus Hakimattar, Partner and Strategy & Consulting Leader at ReVisionz

Linus Hakimattar

Partner, Strategy & Consulting Leader

Linus Hakimattar is a Partner and Strategy & Consulting Leader at ReVisionz, bringing over 30 years of experience across oil & gas, EPC, and technology environments. Holding a background in chemical engineering, Linus has built a career focused on improving how process industry organizations manage asset and process safety information. Since joining ReVisionz in 2012, he has played a central role in shaping the company's approach to digital asset enablement, leading large-scale programs from current state assessments through roadmap development and full implementation across complex, multi-site operations. His deep domain expertise and methodical consulting approach allow him to bridge technical complexity with practical, business-driven outcomes for clients throughout North America.

Portrait of Curtis Bookout, Partner and Engineering Design Tools Practice Area Lead at ReVisionz

Curtis Bookout

Partner, Engineering Design Tools Practice Area Lead

Curtis Bookout is a Partner and Engineering Design Tools Practice Area Lead at ReVisionz, with over 30 years of experience leading complex, multi-year programs for EPCs and owner-operators across oil & gas, petrochemicals, mining, and manufacturing. For the past two decades, Curtis has specialized in the Hexagon suite, developing deep expertise in Smart 3D, SmartPlant Foundation, and related engineering tools. He designs and delivers robust 3D design environments that support concurrent engineering, engineering information management, and handover readiness. His hands-on technical knowledge, combined with a strong program management background, enables him to guide clients through some of the most demanding digital engineering transformation initiatives in the industry.

Portrait of Rafael Ford, Partner and Vice President of Finance at ReVisionz

Rafael Ford

Partner, Vice President Finance

Rafael Ford is a Partner and Vice President of Finance at ReVisionz, overseeing finance, information technology, cybersecurity, and business continuity across North America. Since joining ReVisionz in 2019, Rafael has brought comprehensive expertise in corporate structuring, capital planning, and financial oversight developed across international markets including Canada, the United States, the United Kingdom, Mexico, Peru, and Russia. A seasoned finance and accounting professional, he has held senior leadership roles including CFO positions, giving him the depth and breadth of experience necessary to support a rapidly growing, cross-border organization. Rafael plays a critical role in enabling ReVisionz's financial health and operational resilience as the company expands its services and client base.

Portrait of Jorie Arbuckle, Head of Corporate Services and Compliance at ReVisionz

Jorie Arbuckle

Head of Corporate Services and Compliance

Jorie Arbuckle serves as Head of Corporate Services and Compliance at ReVisionz, leading contract management, human resources, and regulatory compliance functions across North America. With over 16 years of legal and operational experience, Jorie transitioned from a background in family and real estate law into corporate operations, bringing a rigorous, detail-oriented perspective to governance and compliance. At ReVisionz, she oversees contracts and compliance for a workforce of more than 200 employees and contractors across Canada and the United States, managing complex cross-border HR policy and governance initiatives. Her legal expertise and operational insight are instrumental in supporting ReVisionz's continued growth while ensuring adherence to regulatory requirements in both countries.

Portrait of Kim Turner, PMO Lead and Chief of Staff at ReVisionz

Kim Turner

PMO Lead and Chief of Staff

Kim Turner serves as PMO Lead and Chief of Staff at ReVisionz, heading the Project Management Office and supporting organizational operations since joining in 2023. Her background in engineering and asset information management equips her to contribute meaningfully to highly technical client engagements while maintaining the operational rigor that drives consistent project delivery. Kim completed Prosci's Change Management Certification Program in 2024, further strengthening her ability to guide organizational transitions. She is also a founding member of ReVisionz's Social Impact Committee, reflecting her commitment to building a positive workplace culture. Kim's blend of technical knowledge, project management expertise, and change leadership makes her a vital contributor to the company's continued success.

Portrait of Andrew Sheedy, Associate Partner and AIM Solutions Practice Area Lead at ReVisionz

Andrew Sheedy

Associate Partner, AIM Solutions Practice Area Lead

Andrew Sheedy is an Associate Partner and AIM Solutions Practice Area Lead at ReVisionz, bringing nearly 30 years of experience in engineering design and project systems to the team. His global background spans energy, petrochemical, mining, and infrastructure projects, providing a breadth of perspective that informs his approach to complex asset information management challenges. Andrew specializes in Hexagon's SmartPlant suite, with deep knowledge of Smart 3D, Smart Electrical, and Smart P&ID. He leads initiatives that embed governance frameworks, prepare organizations for digital handover, and create data environments ready for advanced analytics and future growth. His expertise ensures clients receive technically sound, future-ready solutions built on proven implementation practices.

Frequently Asked Questions

What is Data Quality Consulting?

Data Quality Consulting helps organizations assess, improve, govern, and sustain the information they rely on for engineering, operations, maintenance, compliance, and analytics. For asset-intensive companies, this often includes correcting legacy records, aligning standards, removing duplication, improving completeness, and creating measurable data quality controls so teams can trust the information behind critical decisions.

Why is data quality important for asset-intensive industries?

How does ReVisionz improve legacy asset data?

What role does data governance play in data quality?

Can better data quality support AI readiness?

How long does a data quality initiative take?

Which industries benefit most from Data Quality Consulting?

Does ReVisionz work with our existing technology platforms?

Still Have Data Questions?

Connect with ReVisionz to discuss your data quality priorities.

Certified & Recognized

Awards and Recognition

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Hexagon Alliance Partner

Recognized for digital project alliance excellence.

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Great Place To Work

Certified for exceptional workplace culture.

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Digital Asset Leadership

Trusted digital asset transformation expertise.

Ready to Improve Your Data Quality?

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