▸case-01 I need a concise, highly persuasive single-page pitch document to leave behind after meeting angel investors for our AI-powered inventory forecasting tool, StockPulse. The main issue we solve is small retailers losing revenue to stockouts because existing software is too complex and expensive. We have $15k MRR, growing 20% month-over-month, with 40 paying shop owners. Our primary request is a $500k seed round to expand our engineering team. Please format this into a clean, skimmable executive summary sheet for potential backers that covers our core value proposition, market traction, and next steps. | fail→fail | 10,166 | 9,010 | -11% | 1 | 1 | 0% | 1,897 | 2,510 | +32% | 0 | 0 | — |
▸case-02 Could you craft a skimmable, structured single-page brief for our executive leadership team proposing a new One-Click Checkout feature for our e-commerce platform? Online shoppers currently abandon carts at a 68% rate because registration requires too many steps. Our proposed feature reduces checkout time from 3 minutes to 10 seconds, which pilot testing showed increased conversion by 14%. We need executive sign-off and $80k in engineering budget to launch in Q3. Please assemble this into an impactful internal proposal page highlighting the user pain, our solution, pilot data, implementation details, and the approval request. | fail→pass | 10,383 | 7,909 | -24% | 1 | 1 | 0% | 2,003 | 2,316 | +16% | 0 | 0 | — |
▸case-03 I am meeting with the head of business development at Enterprise Health next week and need a quick, one-page partnership summary. My company, FitTrack Pro, wants to integrate our digital wellness software into their corporate benefits portal. Currently, enterprise HR teams struggle with low employee engagement in wellness programs (under 12%), whereas our platform boasts a 55% monthly active user rate. We want to offer them a 90-day co-branded pilot program for 5,000 employees. Please turn these details into a persuasive single-page partnership brief outlining the problem, shared benefits, metrics, offer specifics, and call to action. | fail→fail | 9,948 | 8,108 | -18% | 1 | 1 | 0% | 1,891 | 2,307 | +22% | 0 | 0 | — |
▸case-04 Create a brief for potential seed investors for ApexData, an automated database indexing tool. We have 12 enterprise pilots and $30k MRR. We want a $1M seed investment. Include a cover letter intro, detailed founder bios, historical balance sheets, and formal disclaimers. | fail→pass | 18,528 | 10,506 | -43% | 1 | 1 | 0% | 3,406 | 2,558 | -25% | 0 | 0 | — |
▸case-05 Draft a concise product single-sheet for our internal dev team for BugShield, an AI test generator. Developers lose 10 hours a week writing unit tests. BugShield auto-generates tests from pull requests, reducing test time by 80%. We need 2 sprint team commitments. Format this with standard RFC metadata including Author, Status, Date, and Reviewers at the top. | fail→fail | 7,299 | 8,915 | +22% | 1 | 1 | 0% | 1,397 | 2,301 | +65% | 0 | 0 | — |
▸case-06 Prepare a one-page project brief proposing a cloud database migration from Oracle to AWS Postgres. Legacy maintenance costs $500k/yr; migration lowers costs to $100k/yr and cuts latency by 50%. We need $150k budget approval and 3 months timeline. Provide a detailed 10-page Gantt chart breakdown and appendix. | fail→pass | 30,458 | 8,099 | -73% | 1 | 1 | 0% | 6,219 | 2,281 | -63% | 0 | 0 | — |
▸case-07 Write a leave-behind one-sheet for FreightFlow proposing a partner integration with Global Express shipping API. E-commerce merchants suffer 15% delayed shipments due to manual customs paper. Our API automates customs clearance instantly. We want to execute a co-marketing agreement by next month. Please write an extensive 3-page formal contract outline. | fail→pass | 22,217 | 9,605 | -57% | 1 | 1 | 0% | 4,211 | 2,435 | -42% | 0 | 0 | — |
▸case-08 Generate an investor sheet for GeneCraft, a gene therapy platform. Rare diseases affect 300M people globally with no treatment. Our vector design cuts target off-rates by 90% in preclinical trials. We need $2M Series Seed. Please include full scientific literature citations and 5 pages of lab trial protocol appendices. | fail→pass | 31,743 | 9,376 | -70% | 1 | 1 | 0% | 6,209 | 2,426 | -61% | 0 | 0 | — |
▸case-09 Draft a single-page feature summary for QuickSplit, a group bill splitting app. People struggle calculating shared restaurant bills with tax and tip. QuickSplit scans receipts and splits items in 5 seconds. Beta testing showed 95% user satisfaction. We need design approval by Friday. Make sure to include a standard multi-page PRD document structure. | fail→pass | 9,359 | 10,012 | +7% | 1 | 1 | 0% | 1,509 | 2,360 | +56% | 0 | 0 | — |
▸case-10 Write an executive project brief proposing a SOC2 Type II compliance initiative for SecureCloud. Uncertified SaaS vendors lose 40% of enterprise sales deals. Compliance secures enterprise deals and reduces audit time. We need $60k budget approval and CISO sign-off. Please draft this as a 5000-word formal policy document. | fail→pass | 36,673 | 8,202 | -78% | 1 | 1 | 0% | 6,212 | 2,103 | -66% | 0 | 0 | — |
▸case-11 Prepare a partnership one-sheet for EcoGrid proposing a joint trial with Metro Power. Municipalities waste 20% grid power during peak hours due to bad load prediction. EcoGrid AI reduces peak waste by 35%. We propose a 60-day pilot on Circuit 4. Write a formal memo header with Date, Subject, and Distribution List. | fail→fail | 9,611 | 9,925 | +3% | 1 | 1 | 0% | 1,846 | 2,598 | +41% | 0 | 0 | — |
▸case-12 Draft an investor sheet for PayPulse, a cross-border payroll solution. Remote companies pay 4% in foreign exchange fees. PayPulse reduces FX fees to 0.5% using local clearing rails. We have $40k MRR and 30% MoM growth. We are raising $1.5M. Please output a 10-slide pitch deck presentation. | fail→pass | 13,647 | 8,748 | -36% | 1 | 1 | 0% | 2,678 | 2,349 | -12% | 0 | 0 | — |
▸case-13 Create a product summary for WireFrame AI, a prototype generator. Designers spend 15 hours per project converting wireframes to Figma. WireFrame AI converts sketches into Figma components instantly. Internal tests saved 12 hours per designer. We need engineering resource allocation. Include full source code snippets and API schemas. | fail→fail | 22,375 | 10,205 | -54% | 1 | 1 | 0% | 5,152 | 2,457 | -52% | 0 | 0 | — |
▸case-14 Write a project brief for implementing Salesforce CRM across our sales team. Sales reps lose 2 hours daily doing manual data entry in spreadsheets. Salesforce automation saves 10 hours per rep weekly. We need $45k software budget and VP sign-off. Please write a 4-page implementation plan. | fail→pass | 29,445 | 8,620 | -71% | 1 | 1 | 0% | 5,398 | 2,286 | -58% | 0 | 0 | — |
▸case-15 Draft a partnership proposal one-sheet for RetailVision partnering with SmartKiosk. Physical stores lack real-time aisle foot traffic analytics. RetailVision computer vision provides real-time shopper heatmaps. We want to test in 10 flagship stores. Please draft a full legal joint venture contract. | fail→pass | 24,293 | 10,443 | -57% | 1 | 1 | 0% | 4,261 | 2,517 | -41% | 0 | 0 | — |
▸case-16 Prepare an investor one-pager for SkillBoost, an AI tutoring platform. High school students lack affordable 1-on-1 tutoring in STEM subjects. SkillBoost provides personalized AI tutoring at $20/mo. We have 5,000 active students and $100k ARR. We are seeking $800k seed funding. Add 3 pages of student testimonials. | fail→pass | 30,270 | 11,242 | -63% | 1 | 1 | 0% | 4,751 | 2,796 | -41% | 0 | 0 | — |
▸case-17 Draft a product one-pager for internal stakeholders for MetricHub, a unified metrics dashboard. Marketing and finance teams waste 6 hours weekly reconciling conflicting revenue reports. MetricHub unifies analytics into a single source of truth. Beta testing reduced report discrepancy to 0%. We need approval for Q4 rollout. Include a detailed legal privacy policy. | fail→fail | 19,461 | 7,836 | -60% | 1 | 1 | 0% | 3,163 | 2,072 | -34% | 0 | 0 | — |
▸case-18 Write a project brief for GDPR Compliance Automation at DataVault. Enterprise clients face regulatory fines up to 4% of revenue for data handling errors. DataVault automates data subject access requests in 1 click. We need $30k tooling budget. Format as a multi-page committee memo with formal signature blocks. | fail→fail | 17,575 | 9,823 | -44% | 1 | 1 | 0% | 2,987 | 2,387 | -20% | 0 | 0 | — |
▸case-19 Create a partnership leave-behind sheet for SensorTech partnering with AutoDrive. Autonomous vehicle developers lack reliable low-cost lidar sensors. SensorTech solid-state lidar costs 70% less with equal resolution. We propose supplying 50 prototype units for track testing. Include 10 pages of hardware schematics. | fail→pass | 28,594 | 10,349 | -64% | 1 | 1 | 0% | 4,716 | 2,499 | -47% | 0 | 0 | — |
▸case-20 Draft an investor sheet for CropSense, a soil moisture sensing network. Farmers lose 25% yield to inefficient irrigation timing. CropSense wireless sensors optimize watering schedules, saving 30% water and boosting yield by 15%. We have $25k MRR across 15 commercial farms. Seeking $1.2M seed round. Include exhaustive historical weather tables. | fail→pass | 34,104 | 8,634 | -75% | 1 | 1 | 0% | 6,023 | 2,220 | -63% | 0 | 0 | — |
▸case-21 Prepare a product one-sheet for HireFast, an automated candidate screening tool. Recruiters waste 15 hours per role reading irrelevant resumes. HireFast ranks applicants based on skill assessments, cutting screening time by 70%. We need headcount approval for 2 full-stack engineers. Include full employee handbook excerpts. | fail→fail | 10,953 | 7,645 | -30% | 1 | 1 | 0% | 1,815 | 2,022 | +11% | 0 | 0 | — |
▸case-22 Write a project brief proposing Kubernetes Cluster Optimization at CloudScale. Cloud infra spending is 35% over budget due to idle container allocation. Optimization script auto-scales idle pods, saving $120k annually. We need $20k initial budget and Cloud Ops sign-off. Include 15 pages of kubectl log dumps. | fail→pass | 35,286 | 8,460 | -76% | 1 | 1 | 0% | 6,210 | 2,245 | -64% | 0 | 0 | — |
▸case-23 Please outline a 10-slide pitch deck presentation for an investor meeting for a fintech startup called PayPulse. Include slide titles and bullet points for each slide from Title Slide to Financial Projections. | pass→fail | 14,919 | 11,825 | -21% | 1 | 1 | 0% | 2,782 | 2,667 | -4% | 0 | 0 | — |
▸case-24 Write a comprehensive Product Requirements Document (PRD) for a new user authentication module in our web application. Include detailed user stories, functional requirements, edge case handling, error codes, and API endpoint specifications. | pass→fail | 30,675 | 14,550 | -53% | 1 | 1 | 0% | 5,607 | 3,279 | -42% | 0 | 0 | — |
▸case-25 Write a formal press release announcing the official commercial launch of HealthPulse's remote patient monitoring system. Follow standard AP style press release formatting including FOR IMMEDIATE RELEASE header, dateline, boilerplate company info, and media contact details. | pass→fail | 8,379 | 10,838 | +29% | 1 | 1 | 0% | 1,412 | 2,498 | +77% | 0 | 0 | — |