▸case-01 Our fintech company needs to decide whether to open-source our core payment engine. Currently, an open-source competitor is gaining developer mindshare while our ecosystem growth is flat, even though 80% of our current revenue comes from paid enterprise licenses. We are betting that making the core engine open-source will establish us as the industry standard, assuming we can convert developer adoption into managed cloud and enterprise security contracts later. We are ready to sacrifice short-term licensing revenue from smaller tiers, stop building proprietary desktop tools, and reassign our solutions engineers to open-source documentation.
Write a formal strategic memo detailing our approach. Structure the document with the primary strategic question, an honest diagnosis of our position, the core bet (including what must be true for it to work), the urgency/timing catalyst, what we are explicitly choosing not to do, a concise set of aligned actions, leading indicators of progress, and potential failure modes/risks. | fail→fail | 33,746 | 22,543 | -33% | 1 | 1 | 0% | 4,626 | 3,858 | -17% | 0 | 0 | — |
▸case-02 Our SaaS platform, DataPipe, is struggling with 99.8% uptime and high AWS costs. The CEO wants a strategy memo proposing a move to a multi-cloud serverless architecture. We want to aim high: grow platform revenue by 50%, delight our customers with 100% uptime, expand into 5 new regions, build proprietary AI analytics, and upgrade all databases. Draft a strategy memo for this strategic choice. | fail→fail | 31,421 | 19,755 | -37% | 1 | 1 | 0% | 4,219 | 3,398 | -19% | 0 | 0 | — |
▸case-03 Our online retail brand, StyleVault, is losing market share to fast-fashion competitors offering free 1-day shipping. Management wants to offer universal free next-day shipping to boost conversion. However, our gross margins are only 28%. We want to bet on a $99 annual loyalty program that grants free shipping, assuming customers make at least 6 purchases a year. Create a strategic memo for this decision. | fail→pass | 25,550 | 24,069 | -6% | 1 | 1 | 0% | 3,282 | 3,716 | +13% | 0 | 0 | — |
▸case-04 MedTech AI has developed diagnostic tools for radiology, pathology, and cardiology. Trying to market all three has exhausted our sales team and resulted in zero enterprise deals this year. The board wants us to focus 100% of resources on radiology integrations where we have regulatory clearance, while pausing pathology and cardiology sales. Draft a strategy memo outlining this focus. | fail→pass | 21,501 | 18,653 | -13% | 1 | 1 | 0% | 2,555 | 3,590 | +41% | 0 | 0 | — |
▸case-05 Our enterprise software company, WorkflowOps, offers a free tier that accounts for 90% of our user traffic but under 1% of conversion to paid plans, burning $2M annually in server bandwidth. The executive team wants to eliminate the free tier and move to a mandatory 14-day free trial requiring a credit card. Write a strategic memo proposing this change. | fail→pass | 27,471 | 24,527 | -11% | 1 | 1 | 0% | 3,123 | 4,081 | +31% | 0 | 0 | — |
▸case-06 EduSpark built a gamified learning platform for K-12 schools, but school district sales cycles take 18 months and yield low margins. Higher education universities are approaching us for student engagement tools with 2-month purchasing cycles. We want to shift our entire go-to-market effort to higher education. Prepare a strategy memo for the executive team. | pass→pass | 31,006 | 24,572 | -21% | 1 | 1 | 0% | 3,587 | 3,746 | +4% | 0 | 0 | — |
▸case-07 SecureNet provides cybersecurity software to SMBs. However, SMBs lack dedicated IT staff to configure our tools, leading to high churn. We are considering pivoting to a fully managed detection service where our analysts handle threats, raising price by 4x. We assume SMBs will pay higher prices for turnkey security. Write a strategic memo. | fail→pass | 27,848 | 19,783 | -29% | 1 | 1 | 0% | 3,089 | 3,961 | +28% | 0 | 0 | — |
▸case-08 PixelStudio produces a mobile puzzle game with 5 million monthly active users, monetized solely via intrusive pop-up ads that cause high user churn. We want to remove all forced video ads and pivot entirely to a battle-pass subscription model. Write a strategy memo detailing this strategic bet. | fail→fail | 29,456 | 25,177 | -15% | 1 | 1 | 0% | 3,960 | 3,935 | -1% | 0 | 0 | — |
▸case-09 DevScale provides an API gateway product available both on-cloud and on-premises. Maintaining on-premise deployments consumes 70% of engineering bandwidth for only 15% of revenue. We want to discontinue on-premise support and force migration to cloud. Write a strategy memo detailing this move. | fail→pass | 27,248 | 21,386 | -22% | 1 | 1 | 0% | 2,972 | 3,921 | +32% | 0 | 0 | — |
▸case-10 QuickLoan uses manual underwriting for personal loans over $5,000, creating a 3-day turnaround time while automated competitors approve loans in 30 seconds. We want to fully automate approvals using machine learning models, accepting a slightly higher default rate in exchange for 10x volume growth. Draft a strategic memo for the credit risk committee. | fail→fail | 37,896 | 22,314 | -41% | 1 | 1 | 0% | 3,042 | 3,478 | +14% | 0 | 0 | — |
▸case-11 BistroBites operates 20 sit-down physical locations. Skyrocketing commercial rents are reducing margins. Management wants to halt physical restaurant expansion and open 10 delivery-only ghost kitchens, assuming delivery volume will cover fixed kitchen overhead within 3 months. Prepare a strategic memo. | fail→pass | 29,694 | 24,475 | -18% | 1 | 1 | 0% | 3,313 | 3,651 | +10% | 0 | 0 | — |
▸case-12 AutoTrack sells GPS tracking hardware and subscription software to consumer car owners and commercial fleet operators. Consumer sales have stalled due to smartphone app alternatives, while commercial fleet demand is surging. We want to pivot exclusively to commercial fleets. Draft a strategy memo. | fail→pass | 26,871 | 24,650 | -8% | 1 | 1 | 0% | 3,374 | 3,652 | +8% | 0 | 0 | — |
▸case-13 TalentMatch builds ATS software for mid-market companies. Competitors are adding AI resume screening. We want to bet heavily on autonomous AI interview scheduling rather than resume screening, assuming scheduling is the biggest bottleneck for HR managers. Write a strategic memo. | fail→fail | 20,462 | 21,446 | +5% | 1 | 1 | 0% | 3,106 | 3,814 | +23% | 0 | 0 | — |
▸case-14 LogiX handles package deliveries across rural areas. Truck fuel and driver costs make rural deliveries unprofitable. We want to launch an automated drone delivery pilot in two rural counties, pausing ground truck expansion in those areas. Draft a strategic memo. | pass→pass | 15,161 | 18,467 | +22% | 1 | 1 | 0% | 2,410 | 3,481 | +44% | 0 | 0 | — |
▸case-15 Streamify is losing millions bidding for mainstream Hollywood blockbuster streaming rights against giant competitors. We want to pivot to acquiring exclusive rights to Scandinavian crime dramas, where fan loyalty and retention are highest per dollar spent. Prepare a strategy memo. | fail→pass | 21,808 | 21,033 | -4% | 1 | 1 | 0% | 2,817 | 3,977 | +41% | 0 | 0 | — |
▸case-16 PropHQ offers a real estate crowdfunding platform. Retail investor growth has plateaued because investment minimums are $5,000. We want to lower minimums to $50 and introduce fractional tokenized ownership, assuming regulatory approval in our primary jurisdiction. Draft a strategic memo. | fail→pass | 20,387 | 21,269 | +4% | 1 | 1 | 0% | 3,357 | 4,122 | +23% | 0 | 0 | — |
▸case-17 CarePoint sells hospital bed monitors. Hospital purchasing cycles are frozen due to budget cuts, but remote home-care monitoring reimbursements from Medicare have doubled this year. We want to shift all R&D to home-monitoring devices. Write a strategic memo. | fail→pass | 19,259 | 20,980 | +9% | 1 | 1 | 0% | 2,570 | 3,931 | +53% | 0 | 0 | — |
▸case-18 Apex Bank maintains 150 physical branches, but 80% of transactions are now performed on our mobile app. Branch foot traffic has dropped 60% over three years. We want to close 50 low-traffic branches and reinvest savings into mobile app features. Draft a strategic memo. | fail→fail | 15,971 | 19,743 | +24% | 1 | 1 | 0% | 2,669 | 3,626 | +36% | 0 | 0 | — |
▸case-19 AdMetrics provides third-party cookie tracking software. Third-party cookies are being phased out by major web browsers next year, threatening our core product line. We want to pivot immediately to first-party server-side data integration. Write a strategic memo. | pass→pass | 18,269 | 23,551 | +29% | 1 | 1 | 0% | 2,829 | 4,132 | +46% | 0 | 0 | — |
▸case-20 RoboClean builds industrial floor scrubbing robots sold for $50,000 upfront. High upfront costs deter small facility managers. We want to switch to a $1,500/month Robot-as-a-Service (RaaS) hardware subscription model, absorbing upfront hardware costs. Draft a strategic memo. | fail→pass | 21,766 | 24,462 | +12% | 1 | 1 | 0% | 3,127 | 3,919 | +25% | 0 | 0 | — |
▸case-21 SunPower Tech develops both solar panels and grid-scale battery storage. Solar panel manufacturing margins have fallen to 3% due to global oversupply, while battery storage demand is up 200% with 35% margins. We want to exit solar panel manufacturing completely and focus on batteries. Draft a strategic memo. | fail→fail | 16,546 | 23,383 | +41% | 1 | 1 | 0% | 2,556 | 3,980 | +56% | 0 | 0 | — |
▸case-22 DBEngine maintains a popular open-source relational database with millions of downloads but zero revenue. Managed cloud hosting providers are making hundreds of millions selling DBEngine as a managed service. We want to launch our own managed DBEngine cloud platform and stop adding cloud-provider compatibility features to our open-source codebase. Prepare a strategic memo. | pass→pass | 20,793 | 24,050 | +16% | 1 | 1 | 0% | 3,019 | 4,091 | +36% | 0 | 0 | — |
▸case-23 We need to create a Q3 OKR tracking sheet for our customer success team at CloudDesk. We have three main objectives: improve enterprise retention to 95%, reduce first-response time to under 15 minutes, and launch a self-serve knowledge base. Provide a structured table with Objectives, Key Results, Target Metrics, Current Status, and Assigned Owners. | pass→fail | 11,832 | 20,272 | +71% | 1 | 1 | 0% | 1,868 | 4,108 | +120% | 0 | 0 | — |
▸case-24 Write a weekly project status report for the Acme Logistics mobile app redesign project. We completed user testing for the checkout flow, started frontend component build out, but backend API delivery is delayed by one week due to database migration issues. Provide a standard executive weekly update with completed work, work in progress, blockers, and next week's plan. | pass→pass | 12,453 | 22,159 | +78% | 1 | 1 | 0% | 1,780 | 3,686 | +107% | 0 | 0 | — |
▸case-25 Draft a Product Requirements Document (PRD) for adding single sign-on (SSO) support via SAML 2.0 to our B2B SaaS platform, TaskFlow. We need user stories, functional requirements for IDP configuration, field-level validation rules, edge cases, and API endpoint specifications. | pass→fail | 43,084 | 47,666 | +11% | 1 | 1 | 0% | 8,253 | 8,993 | +9% | 0 | 0 | — |