How do you align global teams, modernize complex systems, and drive real adoption in an enterprise where everyone moves fast and expectations keep rising?
In this engaging conversation, Nelson Davis sits down with Auria Morrow and Colin Dunlop to unpack the journey of delivering a large-scale analytics transformation. Together, they explore the challenges of aligning diverse teams, migrating complex systems, and driving adoption in a fast-paced enterprise environment.
From early discovery to long-term impact, Auria and Colin share candid lessons on building momentum, fostering leadership buy-in, and ensuring that technology investments translate into measurable business value. This full interview offers a rare behind-the-scenes look at how strategic collaboration and clear vision can turn ambitious goals into lasting results.
The Challenge
A global enterprise client’s Health & Safety team faced a common but challenging problem: overwhelming data complexity. Critical information was scattered across multiple platforms, including their internal case management system, data warehouse, and legacy tools, forcing teams to navigate five or more systems daily just to determine priorities.
This fragmented data environment led to:
- Compliance deadlines at risk due to lack of visibility.
- Leadership struggling to monitor real-time performance and operational trends.
- Manual, time-consuming reporting processes.
- Persistent misalignments across teams despite previous efforts to streamline.
Though rich in data, the organization remained insight-poor. They needed a solution that simplified complexity, aligned teams, and enabled faster, data-driven decision-making.
Our Approach
Analytic Vizion partnered with the client to deliver a solution rooted in clarity, alignment, and adoption. From day one, we prioritized a people-first approach, focusing on deeply understanding stakeholder needs and ensuring the solution would be embraced across the organization.
We began by conducting Value Proposition Canvas (VPC) interviews across leadership, operational teams, and individual contributors. These conversations unearthed not only the operational pains teams faced but also the aspirational outcomes they hoped to achieve.
With this foundation, we delivered a solution that met users where they worked:
- Facilitated collaborative workshops to define key performance indicators (KPIs) and high-impact metrics.
- Built curated data sources that unified inputs from multiple disconnected systems.
- Designed a single-source-of-truth dashboard segmented by role—executive, manager, and contributor—ensuring tailored visibility for every user level.
- Embedded real-time data notifications into the client’s communication platform, allowing leadership to monitor adoption and KPIs within their daily workflows.
- Applied best-practice data storytelling and intuitive visual design to foster trust and accelerate adoption.
By integrating seamlessly into existing workflows and aligning teams around the same data foundation, we eliminated friction and fostered a culture of proactive, data-driven operations.
Tools & Technologies Used
Tableau: For designing role-specific dashboards that provided a single source of truth and intuitive visual insights tailored to both operational staff and executive leadership.
Snowflake: Served as a centralized data warehouse, enabling scalable, secure data storage and efficient querying of integrated datasets.
Custom Data Pipelines: Engineered workflows to automate the extraction, transformation, and loading (ETL) of data from multiple disconnected systems into Tableau and Snowflake.
Slack Integration: Embedded real-time data pulses directly into the client’s communication channels, ensuring that critical insights were delivered in the flow of daily work.
Value Proposition Canvas (VPC): Used as a discovery framework to deeply understand stakeholder pains, jobs, and desired outcomes, ensuring the final solution aligned with user needs.
Data Storytelling & UX Design Best Practices: Applied visual analytics principles to create dashboards that were not only functional but also fostered trust and engagement among users.
The How
Success was achieved by aligning people, process, and technology:
Conducted stakeholder discovery to uncover reporting needs and identify misalignments.
Engineered data pipelines to unify inputs from disparate systems.
Designed role-specific dashboards to ensure relevant insights for each user group.
Embedded insights directly into the client’s communication tools, minimizing friction and driving adoption.
Leveraged iterative feedback loops to refine the solution and maintain relevance.
This approach transformed a fragmented, reactive workflow into an integrated, proactive decision-making environment.
The Results
The project delivered immediate, measurable results across the organization:
- 50% reduction in SLA violations – Proactive task management and clear prioritization halved service level agreement breaches.
- 97% reduction in aged cases – Overdue tasks were surfaced and resolved, nearly eliminating aged backlogs.
- 100% elimination of manual reporting cycles – Automated dashboards replaced manual reporting, freeing up analysts for strategic work.
- One unified source of truth dashboard – Teams across all levels aligned on a single operational view, improving meeting efficiency and decision-making speed.
Additional outcomes included streamlined onboarding for new team members and enhanced meeting productivity, as decisions could now be made in real time with trusted, shared data.
Key Takeaways
Unified Data Drives Unified Action
Aligning all stakeholders around a single source of truth eliminated confusion, enabled faster decision-making, and fostered trust across teams.
User-Centered Design Fuels Adoption
By engaging stakeholders early through discovery frameworks like the Value Proposition Canvas, the solution was built around real user needs, ensuring high adoption and long-term success.
Embedding Insights in Daily Workflow Accelerates Impact
Delivering real-time insights directly into communication tools like Slack allowed the team to act at the speed of decision, reducing SLA violations, aged cases, and manual reporting overhead.
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