Get to why in under 72 hours.
Interview the people closest to the problem, analyze the data behind it, and get a clear picture of what’s standing in the way.
Your dashboard sees the gap. Your people know the context.
Performance data can tell you that a region is behind or a launch has stalled. It rarely captures the reasons. Arist asks the people doing the work and connects their answers to the underlying operational data. You get a clear answer on what to fix in days, not months.
How it works
- 01
Define the question
Start with the decision you need to make and the evidence you are missing. Together we decide who to hear from and what to ask.
- 02
Interview at scale
Arist’s research agents interview the people closest to the problem by phone, Teams, Slack, or web link. Each group gets its own questions, language, and schedule. Guardrails and safety are built in.
- 03
Analyze the evidence
Arist reads dozens of internal data sources, from CRM and performance data to operational systems, alongside what people said. Findings are organized by role, region, and root cause, not reduced to one generic score.
- 04
Diagnose and decide
Arist synthesizes the evidence into a clear diagnosis: the likely causes, the competing explanations, and their priority. Leaders decide where to act, with the evidence behind every finding.
- 05
After the diagnosis
The research ends with a decision. Where an engagement goes further, Arist can route a message, coaching moment, or process change to the right people through Teams, Slack, or SMS, then run the research again to see whether the gap closed.
More than an answer. The evidence behind it.
See the themes, interview evidence, and data that support each finding. Understand what the research can say, and where uncertainty remains.
See Arist on a problem you’re trying to understand.
Bring a business priority to a 30-minute conversation. We’ll show you how Arist would approach it and what a research project could involve.