PING - SOLUTIONS
Programs fail in predictable ways. PING catches them early.
Across clinical trials and training programs, attrition follows patterns. Programs stall. Enrollment lags. Participants disengage. By the time teams react, the cost has already compounded. PING shifts the response from reactive to predictive.
The Four Capabilities
PING Capabilities Framework
Predict
PING forecasts enrollment trajectories, engagement trends, and attrition risk before outcomes decline. Advanced analytics and
machine learning models anticipate where challenges will occur so teams can intervene early rather than react late.
Investigate
PING analyzes participant and program data to pinpoint the
root causes of emerging risks. Instead of simply flagging a problem, PING reveals why engagement is dropping or attrition risk is rising.
Neutralize
PING converts insight into targeted interventions. Each
detected risk includes clear actions — program adjustments,
outreach strategies, or operational changes — designed to neutralize the issue while the
outcome is still recoverable.
Grow
PING tracks the impact of every intervention and continuously
improves program performance. By measuring what works and scaling effective actions, organizations move beyond risk mitigation to sustained growth and engagement.
TWO INDUSTRIES
Same capabilities across clinical trials and training programs
Same capabilities, from staff readiness to patient outcomes
LIFE SCIENCES
Clinical trials fail when sites underperform, enrollment falls behind, or patients discontinue. These problems are visible in the data, often weeks before they become critical. PING gives clinical operations teams the visibility to intervene early and the recommendations to intervene effectively.
Training
Trials stumble before the first patient when sites activate late, staff misread the protocol, or coordinators are not ready to screen. These gaps surface in training and readiness data, often before recruitment opens. PING gives study teams the visibility to catch an under-prepared site early and the recommendations to close the gap before it costs enrollment.
Which program does Master Table support?
Everything you need to know
Predict, Investigate, Neutralize, and Grow: forecast risk, find its root cause, act on it, then measure and scale what works.
Reporting tells you what already happened. PING forecasts enrollment, engagement, and attrition trends so teams act while outcomes are still recoverable.
Yes. PING analyzes participant and program data to pinpoint root causes, rather than just flagging the problem.
Each risk comes with targeted actions — program adjustments, outreach strategies, or operational changes — and PING tracks whether they worked.
Clinical trials, and the site staff training that gets trials ready to enroll. The same capabilities apply to both.
Explore Life Sciences for clinical trial analytics or Training for site readiness — or request a demo to see PING on your own programs.
Let's talk about your data and programs
Tell us a little about your organization and goals. Our team will reach out to show how PING and Master Table can help turn your data into actionable insights.