Cases and evidence
Current product policyLast updated September 30, 2026
Choose a topic, then explore how a case reaches a judgment.
First run a pilot combining analytical recommendations with frontline review on '1–2 product lines × a small group of non-critical customers,' rather than repricing across the board. The core is to design it as an experiment that can be stopped, attributed, and reversed — not a contest to validate the algorithm.
Read the full case →We recommend a very short-duration, revocable authorization mechanism for essential commitments rather than a full freeze: when cash position and funding gap evidence is unreliable, this path preserves necessary operational flexibility while limiting exposure through clear deadlines, accountable owners, and stop conditions, and can be revoked at any time — an advantage over a full freeze, which is difficult to reverse once executed.
Read the full case →Recommend first launching a time-boxed, stoppable assessment of product delivery and cash drivers: since liquidity runway figures and delay critical-path evidence (U1, U2) are currently unavailable, across-the-board cuts could inadvertently damage healthy delivery areas and be irreversible (C2, F5), whereas the assessment itself can be stopped at any time, keeping risk controlled
Read the full case →Recommend first launching a time-boxed, stoppable cost-driver evidence gate, while simultaneously executing minimal, low-risk stopgap measures (such as freezing non-essential new commitments), and converting to full-scale or focused cuts based on evidence results once the deadline is reached; given that the source of gross margin (U1) is unclear and cash runway (U2) is unknown, this path better balances the urgency to stop bleeding while avoiding irreversible second-order harm (F3, C2)
Read the full case →Adopt a category pilot with clear timelines and stop thresholds, validating elasticity, overlap costs, and vendor funding feasibility before deciding whether to scale
Read the full case →Recommend first establishing a time-boxed (e.g., thirty- to sixty-day checkpoint) stabilization plan for operational continuity, liquidity, and creditor standstill, with service continuity as a hard stop condition, while keeping the sale path open for parallel evaluation — because there is currently no protective pause in place and creditor positions are fragmented, so locking into a sale prematurely would forfeit leverage and heighten the risk of service disruption.
Read the full case →Independent teaching simulation. The named consulting firm supplied the public source only; it did not use, review, endorse, sponsor, certify or commission Minerva Advisor. This evidence does not claim customer results, ROI or a permanent service-level guarantee.
All cases and validation →MINERVA DECISION READINESS REVIEW
Minerva separates evidence, inference and unknowns, then shows options, the strongest objection and what would reverse the recommendation.
Start a Minerva Decision Readiness ReviewBring a real, de-identified decision. Google sign-in and product access are required; your plan and Decision Credits apply. You remain the decision-maker, and no email or external action is sent automatically.