Find launch risks before they cause delays.
Arist gathers input from hundreds of people closest to your launch and identifies the gaps putting your plan and revenue at risk, in days.
Example
How Launch Intelligence works
Example
- 01
Point us at the launch.
Launch-readiness plan, forecast assumptions and KPIs, internal commercial data, IQVIA, public analogs.
- 02
We interview at scale, by voice.
Launch leaders, brand, medical and market access. Field reps, managers, MSLs and clinical specialists. Prescribers, proceduralists and practice staff. Payers, health systems and value analysis committees. Hundreds of people in days, not weeks.
- 03
Models built on your launch data rank what matters.
What people told us, scored against your plan, your forecast and your past launches, so you get a prioritized list of risks while the plan can still change, not a pile of transcripts.
What you get
Ranked launch gaps, with dollars attached.
Every gap sized by its effect on access, adoption, resourcing and the launch curve, and backed by how many interviews surfaced it.
Where medical, access and commercial actually disagree.
Misalignment you can’t see in a status meeting, named and quantified.
Which forecast assumptions nobody has pressure-tested.
Including the coverage and reimbursement assumptions most likely to break.
Example
Every launch makes the next one sharper
Your first launch sets the baseline. Every one after it, the gaps we surfaced, what actually happened, where the forecast landed, tunes the models to how your organization launches. Risks show up earlier each time, and forecast confidence climbs.
A consultancy interviews 20 people over six weeks and leaves with what it learned. With Arist, the evidence and the models stay yours.
Try it on a launch you’re planning
Two minutes with our agent and you’ll hear exactly what an Arist interview sounds like.