How Livestrong partnered with Whitelabel to deliver 24/7 cancer support: an AI agent that answers questions with clinical safety, cites every answer to trusted sources, and escalates crisis language immediately.
Impact at a glance
The challenge: making cancer support accessible around the clock
Livestrong has spent decades building one of the most trusted names in cancer support, helping people affected by cancer navigate treatment, survivorship, and the medical system. Their services—free, expert support for people with cancer and their loved ones—are grounded in evidence and backed by decades of experience in the cancer community.
The need for support doesn't follow business hours. People receive diagnoses in the evening, face treatment decisions over the weekend, and need answers when questions arise. Livestrong's human support team is excellent, but they're not available 24/7, and the volume of people reaching out has grown year after year. The organization needed a way to extend their reach without diluting the quality and safety that people depend on when they come to Livestrong for help.
The stakes are high: cancer support requires clinical accuracy, empathy, and the ability to recognize when someone is in crisis and needs immediate human intervention. A chatbot that invents answers or misses warning signs isn't just unhelpful—it's dangerous. Livestrong needed technology that could meet people where they are, at any hour, while maintaining the same standards of care and safety that define the organization.
The solution: an AI agent grounded in trusted sources with crisis detection
Livestrong and Whitelabel built an AI agent that delivers 24/7 cancer support with clinical safety as the foundation. The agent answers questions about cancer types, treatments, side effects, and survivorship—always citing its answers to Livestrong's curated knowledge base and trusted medical sources. Every response includes the source it drew from, so people can verify the information and feel confident in what they're reading.
The agent is grounded, meaning it never invents or improvises. If a question falls outside what it's been trained to answer from verified content, it says so clearly and routes the person to Livestrong's human team. That design choice is intentional: better to admit a gap than to hallucinate medical advice.
Crisis detection is built into every interaction through Whitelabel's Crisis Escalation system. The agent monitors for 25+ categories of crisis language—self-harm, abuse, medical emergencies, severe depression—and immediately escalates those conversations to human staff and appropriate hotlines. The system doesn't rely on simple keyword filters; it understands context and nuance, so it catches what matters without over-triggering on everyday language about difficult topics. All of this runs on SOC 2 and HIPAA-compliant infrastructure, with encryption and access controls designed for sensitive health data.
Real outcomes: thousands supported, clinically safe at scale
Since launching, the Livestrong agent has supported 4,448+ people, answering questions about cancer at any hour, in any time zone. Ten percent of those conversations resolve in a single chat—the person gets the information they need, feels supported, and moves forward without waiting for a callback or navigating a phone tree. For questions that need human follow-up, the agent captures context and routes the conversation to the right specialist, so the handoff is seamless.
The agent handles routine and urgent questions with equal care, always citing the source and always watching for signs that a human needs to step in. Because the agent is available 24/7, Livestrong's reach has extended beyond what the human team could cover alone, without compromising the quality or safety that people expect when they turn to Livestrong in a vulnerable moment.
What other nonprofits can learn
The Livestrong case shows how to build AI for high-stakes, high-trust domains where safety isn't optional. The design principles are transferable: ground every answer in verified content and cite the source; monitor for crisis language with systems that understand context, not just keywords; and be explicit when the AI doesn't know, rather than letting it improvise.
For nonprofits in healthcare, mental health, social services, or any domain where bad advice can cause real harm, the Livestrong model offers a template. AI agents can extend your reach, handle routine questions, and free up your human team for the interactions that require judgment and empathy—but only if the agent is built with safety and grounding as the foundation, not features you add later.
Livestrong's work also demonstrates why crisis detection matters. People in crisis often reach out to trusted organizations first, before calling a hotline or going to an emergency room. If your AI can recognize that moment and escalate it immediately, you've built a safety net that wasn't there before. The Crisis Escalation system used by Livestrong is available as part of Whitelabel's suite, and it's designed to integrate with your existing workflows and escalation protocols.
“Whitelabel has been a game-changer for how we connect with our audience. It's helping us make cancer support more accessible, more actionable, and more personal than ever before.”
Frequently asked questions
How does the AI agent stay clinically safe?
The agent is grounded in Livestrong's curated knowledge base and trusted medical sources. It never invents answers—if a question falls outside its verified content, it says so and routes to the human team. Every response cites its source, and the system runs on HIPAA-compliant infrastructure with encryption and access controls.
What happens if someone in crisis reaches out?
The agent monitors every conversation for 25+ categories of crisis language using Whitelabel's Crisis Escalation system. When crisis language is detected, the conversation is immediately escalated to Livestrong's human staff and appropriate hotlines. The system understands context and nuance, not just keywords, so it catches what matters without over-triggering.
Does the AI replace Livestrong's human support team?
No. The AI extends Livestrong's reach to 24/7 and handles routine questions, freeing the human team to focus on complex cases that require judgment and empathy. When the AI can't answer a question or detects that human support is needed, it routes the conversation to the appropriate specialist with full context.
Can other nonprofits build something similar for their mission?
Yes. The Livestrong model—grounded answers, crisis detection, and 24/7 availability—is repeatable for any nonprofit working in high-stakes, high-trust domains. Whitelabel partners with organizations to design and build AI agents with the same safety and grounding principles. Start with a conversation to explore what's possible for your mission.

