Business & Management
Business Administration Challenges
Real business-administration challenges on Ewance — make the operational, strategic, and people calls on briefs shaped like the job. Solve them to build a portfolio of verified, recruiter-checkable proof you can do the work — not just describe it.
Recommended challenges
- AnalysisIntermediateNew
Auditing Bias in a Fintech Credit Scoring Model
Conduct a quantitative fairness audit using a public proxy dataset (e.g., the UCI Adult or Give Me Some Credit dataset re-framed as BNPL decisions) and apply at least three fair…
- Algorithmic Fairness
- Ai Audit
- Regulatory Analysis
AI, Ethics and Society - StrategyIntermediateNew
Internationalization Strategy for a Lagos D2C Cosmetics Brand
Your task is to analyze the attractiveness of three candidate regions (Southeast Asia, Middle East, North America) for GlowNative's expansion, recommend one, and design a detail…
- Market Analysis
- International Business
- Strategic Planning
Strategic Management (Graduate) - StrategyIntermediateNew
Redesign Glow Naturals as a Beauty Creator Platform
Acting as the strategy consultant on the engagement, examine the three items in your materials: the Glow Naturals Company Dossier, the Customer and Unit-Economics Dataset, and t…
- Business Model Canvas
- Platform Design
- Ecosystem Mapping
Open coursework - StrategyBeginnerNew
Growth Strategy for an Amsterdam D2C Cosmetics Startup
Your task is to analyze GlowUp Naturals' current performance, assess the offline retail opportunity (e.g., partnerships with Sephora or independent boutiques), and propose a pha…
- Market Analysis
- Financial Modeling
- Channel Strategy
Management Consulting Practice your coursework on real scenarios.
Every challenge is shaped from real-world context — not generic exercises. The work mirrors what your degree prepares you for.
Why Ewance
- AnalysisBeginnerNew
Field-Screen EV Charging Partners for Numbat's Nordic Push
Treat this as a field investigation of publicly observable site networks. Using the provided Numbat capability brief and the candidate-sites dataset, build a partner-selection f…
- Partner Screening
- Alliance Strategy
- Competitive Analysis
Open coursework - StrategyIntermediateNew
Diversification Strategy for a Regional Brewery
Your task is to analyze the brewery's current value chain and core competencies, then evaluate three diversification options using the Ansoff Matrix and relatedness criteria. Yo…
- Diversification Strategy
- Value Chain Analysis
- Ansoff Matrix
Strategic Management - CodeIntermediateNew
AI-Driven Sales Lead Scoring for a B2B SaaS Scale-Up
You will receive a sample dataset of 200 leads with fields like company size, industry, email open rates, and website visits. Using AI tools, you must craft prompts to generate …
- Prompt Engineering
- Lead Scoring
- Data Analysis
Data-Driven Prototyping with AI - StrategyBeginnerNew
Revitalizing a Legacy Retailer's Digital Strategy
Your task is to conduct an industry analysis using Porter's Five Forces, assess the company's internal resources via a VRIO framework, and develop a strategic recommendation for…
- Industry Analysis
- Competitive Strategy
- Digital Transformation
Strategic Management - Browse challenges
Explore role
Product Manager
Ship product that solves real user problems. Combine user research, prototyping, and stakeholder alignment to turn ambiguous briefs into measurable wins — the role at the centre of modern software teams.
- StrategyIntermediateNew
Lead-Scoring Model and AI Roadmap for an Enterprise-Bound SaaS Firm
Using the Enterprise Trial History dataset, build a binary classification model that predicts whether an enterprise trial converted to a paid contract. The model must be explain…
- Lead Scoring
- Logistic Regression
- Ai Strategy
Open coursework - StrategyBeginnerNew
Redesign TaskFlow's Pricing to Win Enterprise Customers
Using the company brief, the current-accounts dataset, and the enterprise-requirements brief provided, design a new pricing-and-packaging strategy for TaskFlow that adds enterpr…
- Pricing Strategy
- Packaging Design
- Product Led Growth
Open coursework - StrategySeniorNew
Design a Circular Business Model for EcoWear
Acting as EcoWear's business model innovation analyst, examine the EcoWear company file, the customer behavior dataset, the operations brief, and the circular economy industry r…
- Circular Economy
- Business Model Canvas
- Financial Modeling
Open coursework - AnalysisBeginnerNew
Predict 30-Day Churn for a Direct-to-Consumer Cosmetics Brand
Working only from the two materials you are given (a subscriber behavior sample dataset and a one-page stakeholder brief from the head of retention), build a binary classificati…
- Python
- Scikit Learn
- Logistic Regression
Open coursework Build a verifiable portfolio.
Submissions become evidence. Reviewers with shipping experience score against a rubric; the result becomes a credential anyone can verify.
Why Ewance
- StrategySeniorNew
Investigate Germany's Market for EcoThreads' Entry
Your task is to investigate the German sustainable fashion market and produce a recommended entry strategy for EcoThreads. Start from the company facts in the EcoThreads briefin…
- Market Entry
- Competitive Analysis
- Regulatory Analysis
Open coursework - StrategyIntermediateNew
Executing a Sustainability Transformation in Fast Fashion
Develop a comprehensive strategy execution plan that outlines how the company can embed sustainability into sourcing, supply chain, and marketing. The plan must include specific…
- Sustainability Strategy
- Change Management
- Supply Chain Analysis
Strategy Implementation and Execution - ResearchSeniorNew
Foresight-Driven Innovation for a Renewable Energy Co-op
You are a foresight analyst for WindFolk. Develop three alternative futures for the Danish energy market in 2030 (e.g., 'Green Grid', 'Tech Fragmentation', 'Policy Stagnation').…
- Scenario Planning
- Financial Modeling
- Decision Analysis
Strategic Foresight and Decision-Making - StrategyIntermediateNew
Restructuring a Regional Retail Chain for Digital Survival
Your team's task is to conduct a comprehensive restructuring analysis: evaluate each store's performance (using provided financial data), recommend which stores to close, conver…
- Financial Analysis
- Portfolio Restructuring
- Change Management
Corporate Strategy - StrategyBeginnerNew
Internationalization Strategy for a 40-Person SaaS Scale-Up
You are the head of international growth at DataFlow. Your task is to develop a strategy for entering the German and French markets within 12 months. You must decide between a d…
- Internationalization Strategy
- Product Localization
- Sales Channel Strategy
International and Global Strategy - StrategyBeginnerNew
UK Market Entry Strategy for GlowDublin Cosmetics
Develop a complete go-to-market strategy for GlowDublin's launch in the United Kingdom, working only from the materials you have been given: the GlowDublin company snapshot (its…
- Market Analysis
- Competitive Analysis
- Go To Market Strategy
Open coursework - AnalysisBeginnerNew
AI-Powered Customer Sentiment Analysis for a Fintech App
You will receive a dataset of 500+ anonymized app reviews and tweets. Using AI tools like ChatGPT or Claude, you must craft prompts to classify sentiment (positive, negative, ne…
- Prompt Engineering
- Sentiment Analysis
- Data Visualization
Data-Driven Prototyping with AI - StrategyBeginnerNew
Diversification Strategy for a Regional Brewery Chain
Your task is to identify and evaluate three diversification opportunities for Prairie Brews: (1) launching a line of non-alcoholic craft beverages, (2) opening a chain of beer-t…
- Diversification Analysis
- Financial Modeling
- Market Research
Strategic Management (Graduate) - StrategyIntermediateNew
Design a Developer Ecosystem Strategy for Tink in Southern Europe
Using the situation brief (M1), the constraints and budget sheet (M2), the developer activation-funnel dataset (M3), the interview discussion guide (M4), and Tink's public devel…
- Ecosystem Design
- Platform Strategy
- Developer Relations
Open coursework - StrategyBeginnerNew
Scenario Planning for a London Direct-to-Consumer Cosmetics Brand
Your analysis task is to read the four working materials supplied and turn them into a usable foresight package. Start from the GlowLondon company record and the marketing perfo…
- Scenario Planning
- Uncertainty Analysis
- Strategic Thinking
Open coursework - StrategyBeginnerNew
Plan TaskFlow's Enterprise Entry Against Established Rivals
Working from the TaskFlow company dossier, the enterprise win/loss deal records, and the competitor intelligence pack provided to you, build a strategy for entering the enterpri…
- Competitor Analysis
- Game Theory
- Go To Market Strategy
Open coursework - StrategyBeginnerNew
Responsible AI Policy for a HR-Tech Scale-up
Working as a cross-functional team, produce a Responsible AI Policy that addresses: permitted/prohibited use cases, human oversight requirements, data minimization, vendor due d…
- Ai Policy
- Ai Governance
- Stakeholder Management
AI, Ethics and Society
How it works
From brief to credential, in six steps.
Step 01
Browse challenges aligned to your studies.
Step 02
Accept the one that fits your goals.
Step 03
Work through it with AI Copilot guidance.
Step 04
Submit for structured evaluation.
Step 05
Earn a verified credential.
Step 06
Add it to LinkedIn with one click.
Industry teams behind a decade of practitioner briefs
Hiring from this pool?
Sponsor a challenge and meet candidates through actual work.
Industry teams can shape briefs around the skills they hire for, then evaluate students on rubric-scored deliverables — not resumes.