Inspiring Thought Leadership
Access blogs and white papers that dive into the challenges and opportunities shaping various industries. From quick insights to comprehensive analysis, our thought leadership explores data strategy, digital transformation, change management, and AI, helping leaders rethink what’s possible and lead with confidence.
Blogs
Modernizing Machine Learning Pipelines in Snowflake Using Cortex Code
As organizations consolidate data and machine learning (ML) workloads into Snowflake, a common question arises: “Should we rebuild our ML pipelines to take full advantage of Snowflake’s native capabilities?” On paper, yes, Snowflake now offers feature stores, experiment tracking, model registry, and improved observability. But in reality, most teams aren’t starting from scratch. They’re sitting on pipelines that already work. The challenge isn’t building something new. It’s…
Snowflake Summit 2026 Sessions for Higher Education and Government
Snowflake Summit 2026 brings together a wide range of sessions across AI, data engineering, and analytics, showcasing how the platform is being applied and extended in real-world environments. For Avaap, this year’s Summit is about how organizations are putting Snowflake to work: applying AI in real workflows, enabling teams with the right tools, and doing it in a way that’s governed…
Living the Change We Lead: Lessons from Avaap’s Internal Workday Implementation
As a Workday implementation partner, Avaap consultants spend their time helping organizations modernize systems and guide people through transformation. Just as importantly, our Transformation Solutions Practice, including Organizational Change Management (OCM), is central to how we help clients realize value from those investments. Recently, Avaap had the opportunity to turn that expertise inward completing an internal Workday implementation. Led by our own consultants, this initiative allowed us to: In this blog, we reflect on our implementation…
Unlocking Snowflake’s Full Potential with Avaap
Many organizations adopt Snowflake to modernize data, improve analytics, and prepare for AI. Their goals are fairly consistent: to achieve operational excellence by utilizing the organization’s data and generate positive results across its various functions. Across industries, leaders are asking how to move from data consolidation to clear, actionable insight. They are looking for analytics…
BI Dashboard Accessibility Remediation for Public-Facing Analytics
Public-facing dashboards must meet strict accessibility requirements. That means the Web Content Accessibility Guidelines (WCAG) mapped remediation to alt text, color contrast, keyboard navigation, screen-reader order, and semantic structure. For government and public sector organizations, accessibility is not optional. It is a requirement tied directly to compliance, funding, and public trust. The challenge is that each BI platform handles…
Snowflake for Workday Customers: From Operational Reporting to Enterprise Intelligence
Workday is a powerful system of record for people, money, and planning. But as organizations mature in their Workday journey, a common question emerges: how do you move beyond operational reporting to enterprise-wide insight without compromising performance, security, or governance? For many Workday customers, the answer is Snowflake. Snowflake serves as the analytics and AI layer downstream of…
How Dual-Perspective Organizational Change Management Leadership Drives Transformation Outcomes
At Avaap, we know that organizational change efforts succeed when people—not just processes or technology—move forward with clarity, confidence, and commitment. Yet in large transformation programs, the gap between the client organization and the system implementor (SI) can easily become a barrier: misaligned expectations, unclear ownership, and competing priorities often slow momentum at the very moment when teams need to move in…
Snowflake AI for SLED: Why Legacy Data Platforms Hold You Back and How Snowflake AI Changes the Game
Unstructured data, including PDFs, documents, emails, images, and audio, now account for 80-90% of enterprise information. Most legacy data platforms were not designed to analyze this data at scale, leaving organizations unable to fully leverage the information they already have. For the first time, AI can summarize, classify, translate, and reason over unstructured data directly, unlocking new possibilities for…
Your Guide to the 2026 Workday Release 1: What to Expect & How Avaap Helps You Prepare
The bi-annual Workday update (2026R1) is almost here — and whether it’s your first Workday release or your tenth, staying ahead of key dates and preparing your tenants can feel overwhelming. Avaap’s Workday AMS team is here to help you navigate the 2026R1 release with confidence. Below is an outline to the Workday 2026 Release 1 timeline, milestones, and post‑release checklist so your organization is prepared, compliant, and ready…
White Papers
Snowflake Without Surprises: Architecting Cost Predictability
Snowflake enables rapid innovation, but without intentional design, it can lead to unpredictable costs and limited visibility. Many organizations struggle with forecasting and accountability because cost governance is introduced too late. This whitepaper outlines a practical, architecture-led approach to making Snowflake consumption transparent, controlled, and predictable. Learn how to apply governance-by-design, native Snowflake controls, and…
Inside Xavier University’s Workday Transformation
What It Really Takes to Modernize ERP in Higher Ed ERP transformation is complex—especially for institutions balancing limited resources, competing priorities, and the need to maintain uninterrupted operations. Xavier University partnered with Avaap to navigate this challenge, replacing legacy systems, redesigning processes, and building a scalable analytics foundation. Download this Tambellini Group report to see…
Reimagining Higher Education Digital Transformation: Features are History, Value is the Future
Stop evaluating systems like it’s 2010. Most higher ed digital transformation efforts stall before they start—trapped in feature checklists that simply recreate yesterday’s systems. This white paper challenges the status quo and introduces a smarter, outcome-driven framework for platform evaluation—one that prioritizes student success, institutional agility, and long-term value. Inside, you’ll learn how to: If…
Why Snowflake for Workday Customers
Learn how organizations are using Snowflake to enhance their Workday investment by transforming operational data into enterprise‑wide insight on a secure, scalable analytics and AI platform. As the system of insight downstream of Workday, Snowflake enables cross‑domain analytics, historical analysis, and AI readiness without disrupting Workday as the system of record. Combined with Avaap’s deep…
Why Legacy Data Platforms Are Holding You Back: Unlocking Intelligent Data Solutions with Snowflake AI
Organizations have worked with unstructured data for decades, but the volume and importance of that data has changed dramatically. Today, documents, emails, audio, images, and free‑text records make up the vast majority of enterprise data—and for the first time, machines can read, summarize, classify, and reason over this information at scale. This shift represents a…
From Proof of Concept to Platform: How to Design a Snowflake Environment Built for Growth & Success
Public‑sector and higher‑education institutions are adopting Snowflake rapidly — but many quickly encounter the same challenges: fragmented data, rising compute costs, inconsistent definitions, and environments that become harder to govern as they grow. These issues don’t come from Snowflake itself, but from architectures that weren’t designed with scale in mind. This whitepaper provides a practical…
Eight Things to Ask When Replacing Your Higher Ed ERP
Is your higher education institution’s ERP system struggling to keep pace with today’s rapidly evolving educational landscape? This whitepaper provides a roadmap for navigating ERP replacement, offering key insights and questions to ask vendors. Learn how to ensure your new system meets the specific needs of higher education, delivers immediate benefits, and scales for the…
Building the Business Case for Organizational Change Management
When an organization begins a change initiative and employees are required to change the way they do their job, there is often an effect on the way in which people behave in the workplace. Organizational change management is designed to mitigate disruption and minimize negative outcomes. Proper change management bridges the technical and people sides…
Enterprise Project Success: Insights from Institutions and Agencies that have Transformed with Workday
Wondering how to get ready for your Workday deployment? When it comes to implementing Workday, the number one question we get asked is where have you done this before? Download this eBook for a series of insights and lessons learned from organizations that are on their Workday journey. Gain advice from organizations in the early…
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