PrecisionNeXT Resourceshttps://www.precision-next.com/resources/Perspectives on life sciences strategy, commercial excellence, data and AI. Launch readiness: what has to be true before day onehttps://www.precision-next.com/resources/launch-readiness-six-questions/https://www.precision-next.com/resources/launch-readiness-six-questions/Wed, 14 Oct 2026 09:00:00 GMTEarly uptake is decided in the year before approval: who the first patients are, which accounts move first, what data is in place, how payers decide and what gets measured. Where commercial data breaks, from the feed to the dashboardhttps://www.precision-next.com/resources/where-commercial-data-breaks/https://www.precision-next.com/resources/where-commercial-data-breaks/Sat, 10 Oct 2026 09:00:00 GMTCommercial data usually fails between the file arriving and the number on the dashboard. This maps where, and the controls that catch each break. From coverage to therapy: where access value leakshttps://www.precision-next.com/resources/coverage-to-therapy/https://www.precision-next.com/resources/coverage-to-therapy/Tue, 06 Oct 2026 09:00:00 GMTA formulary win does not always show in volume. Value leaks at each step between the coverage decision and a patient staying on therapy. Agentic AI in commercial operations: a maturity pathhttps://www.precision-next.com/resources/agentic-ai-four-steps/https://www.precision-next.com/resources/agentic-ai-four-steps/Fri, 02 Oct 2026 09:00:00 GMTAgents earn autonomy in stages, from assisting people to operating with governed autonomy, and each stage needs its own controls. Where AI is already earning its place in commercial operationshttps://www.precision-next.com/resources/ai-commercial-ops-2026/https://www.precision-next.com/resources/ai-commercial-ops-2026/Sat, 19 Sep 2026 09:00:00 GMTThe test that matters for an AI use case is whether the person receiving the output would notice a wrong answer. Model sophistication comes second. How much of your marketing return depends on the marketinghttps://www.precision-next.com/resources/underlying-demand/https://www.precision-next.com/resources/underlying-demand/Tue, 15 Sep 2026 09:00:00 GMTOutcome divided by spend includes the demand that was already forming. Separating the two changes which channels look worth funding. Conflicting numbers usually start with customer identityhttps://www.precision-next.com/resources/identity-first/https://www.precision-next.com/resources/identity-first/Tue, 08 Sep 2026 09:00:00 GMTThe same customer usually exists several times across your systems, and each system resolved the duplicates its own way. Pressure-test an incentive plan in an afternoonhttps://www.precision-next.com/resources/goal-fairness-guide/https://www.precision-next.com/resources/goal-fairness-guide/Fri, 04 Sep 2026 09:00:00 GMTA handful of checks you can run against last year's actuals with only the proposed plan and a spreadsheet. Design the evidence around the question the payer askedhttps://www.precision-next.com/resources/payer-objection-guide/https://www.precision-next.com/resources/payer-objection-guide/Thu, 13 Aug 2026 09:00:00 GMTReading the last three decisions verbatim is usually the highest-yield hour in an evidence program. What makes a next best action worth acting onhttps://www.precision-next.com/resources/nba-adoption/https://www.precision-next.com/resources/nba-adoption/Thu, 06 Aug 2026 09:00:00 GMTAcceptance rate is the score for engagement programs, and the reason attached to each action is what moves it.