In celebration of Apra Canada's 25th anniversary, a panel of research leaders will discuss the evolution of the field, challenges and headwinds, and where they see our profession heading in the future. Stream: all Format: Panel Ideal Industries: Animal Welfare & the Environment; Arts & Museums; Community Services; Healthcare; Higher Education; International Aid; and Religious

John Hermans

former Executive Director, Prospect Management & Advancement Research
University of Toronto

Selene Hur

Manager, Prospect Development & Research
YMCA of Greater Toronto

Jennifer Zhang

Executive Director, Knowledge Systems & Strategic Support
Sunnybrook Foundation

In this session, we'll share how we developed SKonnect, an in-house app that enables campaign cabinet members to quickly review prospects, share relationship insights, and contribute directly to prospect management. Learn how a collaborative effort between fundraising, prospect research, and technology teams improved prospect qualification, accelerated decision-making, enhanced data quality, and created a more user-friendly experience for volunteer leaders. We'll also share key lessons on collaboration, data privacy, and using technology to strengthen - not replace - relationships. We will also demonstrate how to use the app the review prospects. Learning Outcomes: Stream: Relationship & Portfolio Management Format: Breakout Session...

Caitlin Aber

Senior Specialist, Research Services & Prospect Management
SickKids Foundation

Veronika Moulton

Senior Specialist, Research Services & Prospect Management
SickKids Foundation

Organizations are rapidly adopting AI tools for prospect research, donor communications, reporting, and fundraising strategy, often without clear governance, workflows, or risk boundaries. This practical workshop explores how prospect development professionals can integrate AI into their daily operations responsibly, ethically, and effectively without overwhelming teams or compromising trust Participants will learn: * how to structure AI-assisted research workflows * practical prompting methods for prospect development * where human oversight is still essential * how to reduce reputational and ethical risks * common AI mistakes nonprofit teams are already making * lightweight governance approaches for small and mid-sized organizations This session...

In the midst of a $1 billion campaign, the University of Montreal embarked on a journey of portfolio optimization to enhance efficiency, foster success and drive growth. Using data, research and prospect strategy, the Prospect Management team was able to optimize Principal giving, Major giving and Planned giving portfolios, giving development officers clarity and realigning their focus. Learning Outcomes Stream: Relationship & Portfolio Management Format: General Session Ideal Industries: Higher Education

As a Research Professional you're discovering strategies to turn unengaged qualified prospects to warm engaged donors, but fundraisers won't execute your strategies. This session will explore how to build trust amongst stakeholders and create a culture of accountability at your organization. Learning Outcomes: Stream: Prospect Research & Strategy Format: Breakout Session Ideal Industries: Healthcare and Community Services

Holly Clark

Senior Prospect Development & Research Officer
Ronald McDonald House Toronto

Based on a national survey of 148 charities across Canada, the key takeaways and in particular their relevance for prospect research & manarement. See full study: https://kciphilanthropy.com/fundraising-campaigns-in-canada-2026/ Learning Outcomes Attendees will gain an understanding of the major trends shaping today’s campaigns and what those trends mean for prospect research and prospect development teams. Attendees will leave with practical insight into how research can better support campaign readiness, pipeline development, gift table planning, and fundraising strategy. Attendees will explore how campaign benchmarks can be translated into more focused research priorities, stronger donor intelligence, and more effective collaboration with frontline fundraisers. Stream...

Prospect research teams are increasingly expected to do more than provide profiles, ratings, and reactive support. As advancement organizations become more data-informed and portfolio-driven, researchers are often helping shape qualification strategy, portfolio decisions, fundraiser prioritization, and institutional understanding of donor readiness. At the same time, the role of the prospect researcher continues to evolve from information gatherer to strategic interpreter and analyst, while also creating growing opportunities and expectations for specialization across areas such as analytics, portfolio strategy, prospect management, and relationship intelligence. Emerging AI tools are further accelerating this shift by expanding the scale and speed of information gathering...

Most fundraising analytics functions don't fail because the tools are wrong. They stall because sustaining them gets treated as a one-time project rather than an ongoing operational commitment. This session shows how small and mid-sized Canadian charities can build durable analytical visibility using systems they already own. This session presents practical, low-budget models for building an in-house analytics function using Raiser's Edge NXT, Power BI, Power Automate, Excel, and low-cost AI tools such as ChatGPT and Microsoft Copilot. Organised around two staffing models — an RE DBA with roughly 20% BI time, and a dedicated 0.5–1 FTE analyst with Power...

At SickKids Foundation we launched a Data Literacy training program called First Responders to reign in data chaos and build a culture of data stewardship across the organization. Our approach has been collaborative: we partner with diverse stakeholders across business units to design education and outreach that meet people where they are and support a range of learning styles and preferences. Learning Outcomes Share the tools and methods we used to design and roll out the program, including both technology and communication strategies Facilitate a workshop exercise to help participants envision how similar initiatives could be tailored to their own...

Direct response programme budgets at most Canadian charities are set the same way every year: last year's results, adjusted for optimism. This session replaces that approach with a rigorous, reproducible forecasting workflow built entirely on tools most shops already hold — Excel Solver, free AI assistants, and Raiser's Edge NXT gift data. In twenty focused minutes, attendees work through a complete annual revenue scenario model: extracting the right gift history and constituent signals from RE NXT; building a four-stream revenue model covering renewals, upgrades, new donor acquisition, and mid-level giving; and configuring Excel Solver — a free add-in included in...

If you're the only prospect development professional in a small or mid-sized fundraising team, you’re likely balancing research requests, portfolio management, pipeline strategy, fundraiser support, and data oversight. And, you’re doing it all at once. This interactive session is designed specifically for solo PD practitioners. We'll explore practical approaches to portfolio review, pipeline management, and building productive relationships with fundraisers. We'll discuss common challenges, learn to create meaningful meeting agendas, navigate differing expectations of gift officers, and find ways to influence fundraising outcomes without direct authority. Following a brief presentation, participants will work through challenges together. This session will provide...

Selene Hur

Manager, Prospect Development & Research
YMCA of Greater Toronto

Most prospect research workflows are built around wealth: capacity scores, real estate holdings, investment assets. These are useful. They do not tell you how to get a meeting. Relationship mapping answers a different question. Not whether someone can give; whether someone you already know can introduce you to someone who can. In Canada, three publicly available data sources (T3010s, SEDAR+, and public sector salary disclosures) are particularly well suited to answering that question. This session teaches researchers how to use them. The session opens with a scenario most researchers in the room will recognize. A prospect your organization has been...

This session introduces prospect researchers to the basics of startup wealth, from venture financing and equity ownership to exits, liquidity, and dilution. Using practical signals rather than hype, it shows how founder and early-employee wealth can be assessed before it becomes fully visible as cash or public assets. Attendees will leave with a clearer way to interpret startup milestones, calibrate major gift capacity over time, and decide when a prospect warrants deeper monitoring. Learning Outcomes Explain how startup financing, equity ownership, dilution, and exit pathways shape founder and early-employee wealth. Identify the public signals that matter most when evaluating current...

Adam Fox

Associate Director, Research & Analytics, Advancement Operations, Faculty of Applied Science & Engineering
University of Toronto

This session cuts through the hype to focus on how AI can be used practically, ethically, and credibly as part of a modern prospect research toolkit. Designed for researchers at all experience levels, we will demonstrate how tools like Claude and ChatGPT can support core prospect research activities such as prospect identification and relationship mapping without replacing professional judgment or violating data governance standards. In addition, the session will address where AI tools fail. Ethical considerations, confidentiality boundaries, and internal policy alignment will be discussed throughout. Learning Outcomes: How to recognize common risks including hallucinations, overconfidence, bias, and misattribution How...

Leading change under pressure without burnout or silent failure When capable, committed professionals resist change, the issue is rarely motivation or mindset. Under sustained pressure, overload triggers neurological threat responses that degrade judgment, learning, and decision quality. This session reframes resistance and burnout as predictable outcomes of how change is designed and led. Grounded in neuroscience and leadership under pressure, it explains why smart people resist logical change, how stress quietly undermines execution, and why burnout has become a systemic risk. Leaders leave with practical insight into recognizing overload early and redesigning change environments before resistance turns into disengagement or...

With the current economy, major gifts portfolios can be both bloated and less effective than they need to be. A clear system for identifying those who will make that gift now and for splitting the pool into their best segments, such as visit-now prospects, filler visit prospects, and prospects better served by annual giving. Techniques discussed include adapting inventory management theory for use in portfolio management along with using the donor behavior chain and other sifting methods for both identification and timing/readiness. Learning Outcomes: Stream: Relationship & Portfolio Management Format: Breakout session Ideal Industries: Animal Welfare & the Environment; Arts...

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