Before
Vague ask, unclear stakeholder ownership, hidden exception paths, and assumptions moving into delivery.
Free delivery toolkit
Use the library to scope MVPs, define KPIs, map dependencies, plan go-lives, assess risk, sharpen discovery, and turn messy delivery work into concrete outputs.
54 live experiences · No signup · PDF + email output · Built from real projects. 5,500+ business analysis and product delivery practitioners follow the build journey on LinkedIn.
If you are evaluating me for a role or engagement
These tools are how I think. Not described — demonstrated. Use the Acceptance Criteria Generator on a real requirement you are working with. Use the Stakeholder Map on your next project. Use the Risk Radar before your next sprint starts. If the outputs are useful, the thinking behind them is what I bring to your team.
Vague ask, unclear stakeholder ownership, hidden exception paths, and assumptions moving into delivery.
Structured inputs, decision-ready output, acceptance criteria, handoffs, risks, and next steps a team can challenge.
Acceptance Criteria Generator · Stakeholder Map · Go-Live Readiness Checklist. Three minutes each. Fastest signal on how I work.
Regulated workflow depth — free
Regulated payments, Know Your Customer / Anti-Money Laundering, risk, and compliance are the strongest examples I can show. The same pattern applies to SaaS, insurance, government, operations, and complex enterprise workflows: clarify the states, controls, exceptions, and decisions before the team builds.
Proof of: policy-to-workflow translation, evidence capture, exception handling, and regulated controls.
Built for financial environments. Also used by insurance compliance teams and government identity verification workflows.
Proof of: payment states, reconciliation, settlement, disputes, refunds, and API handoffs.
Originally built for banking payments. The same exception path logic applies to any system where a transaction can fail, time out, or produce an unexpected state.
Proof of: process, data, reporting, governance, and control impact across regulated change.
Basel, IFRS, Anti-Money Laundering/Know Your Customer, governance. Applicable wherever regulatory change triggers process, data, or reporting impact — banking, insurance, healthcare administration, government.
Proof of: sprint-level delivery risk judgment — impact, probability, mitigation made visible.
Not domain-specific. Applicable to any delivery team where impact, probability, and mitigation need to be visible before the sprint starts.
These working apps are free to open and designed to show business analysis and product delivery judgment in action.
Start with the outcome
The full library is now positioned as 54 live experiences. Start with the problem, generate an output, then follow the related case study or hiring path.
Break vague requirements into testable backlog slices, acceptance criteria, and quality gates.
Surface dependencies, defects, support, rollback, monitoring, and decision gaps before release pressure peaks.
Frame payments, API handoffs, controls, errors, refunds, settlement, data, and compliance assumptions.
MVP scope, OKRs, KPI definition, competitor analysis, and prioritization tools for shaping product decisions.
Dependency mapping, onboarding, go-live readiness, incident RCA, sprint capacity, and Agile maturity workflows.
Fintech discovery, payment gateway specs, regulatory impact, API documentation, data dictionary, risk checks, and transferable workflow logic.
Tool finder
Start from the problem you are trying to solve: a roadmap decision, a messy requirement, delivery pressure, a regulated workflow, or an AI-enabled delivery challenge.
Showing the full library view for 54 live experiences
Curated paths
Four sequences for four moments in a delivery career. Each path is six tools in the order I would use them on real work.
Work through these tools in order. Each one builds on skills from the previous.
Once you're comfortable with these fundamentals, explore the full toolkit below.
Sharpen your product instincts. Use these tools when your next prioritisation or build-vs-buy conversation needs to be data-backed.
Use these before roadmap reviews, quarterly planning, and discovery kick-offs.
Run better ceremonies, track team health, and give your stakeholders numbers they trust.
Bookmark this path and share with your team at the start of a new sprint cycle.
Show up to interviews knowing your edge. These tools generate talking points, surface your strengths, and help you ask questions with sharper delivery judgment.
Work through all six the week before your interview. Print the outputs and use them as preparation notes.
Interactive chart showing your capability gaps across 10 dimensions.
Self-Assessment & CareerAnalyze and optimize your LinkedIn headline for business analysis and product delivery recruiter visibility.
Self-Assessment & CareerAssess how ready you are to integrate AI into your delivery workflow.
Self-Assessment & CareerTurn standard interview questions into strategic conversations.
Self-Assessment & CareerQuantify the value you bring vs. what you're being paid.
Self-Assessment & CareerSplit oversized user stories using 6 proven patterns.
Requirements & DocumentationTransform vague requirements into testable Given-When-Then format.
Requirements & DocumentationTransform confrontational messages into diplomatic communications.
Requirements & DocumentationTeam-specific DoD builder for consistent quality standards.
Requirements & DocumentationAnalyze requirement text and estimate complexity with effort and risk.
Requirements & DocumentationData-driven feature scoring using Reach, Impact, Confidence, Effort.
Strategy & PrioritizationClassify features by customer satisfaction impact using the Kano model.
Strategy & Prioritization5-year TCO analysis comparing build, buy, or open-source options.
Strategy & PrioritizationQuantify what you're giving up when choosing one initiative over another.
Strategy & PrioritizationVisual risk assessment across probability and impact dimensions.
Strategy & PrioritizationPower/Interest matrix with automated communication plans.
Strategy & PrioritizationStructure daily standup updates into consistent, concise format.
Team & Agile OperationsReal-time calculator showing financial cost of meetings.
Team & Agile OperationsTrack team velocity, identify trends, and forecast completion dates.
Team & Agile OperationsStructured retrospectives with multiple frameworks and action items.
Team & Agile OperationsSearchable reference for all HTTP status codes with troubleshooting.
Technical UtilitiesValidate, format, and minify JSON with syntax error highlighting.
Technical UtilitiesTemplates and explanations for common SQL queries.
Technical UtilitiesEvaluate organizational Agile maturity across 5 dimensions.
Advanced ToolsCreate detailed user personas through guided questionnaire.
Advanced ToolsVisual process flow builder with swimlanes and standard notation.
Advanced ToolsAssess project complexity across multiple dimensions with methodology recommendation.
Advanced ToolsGenerate formatted API documentation from endpoint specifications.
Advanced ToolsMap ripple effects of proposed changes across system and people.
Advanced ToolsRemote estimation tool for distributed Agile teams.
Advanced ToolsDecide if a feature should be behind a feature flag or deployed directly.
Advanced ToolsTrack and prioritize technical debt with structured metadata.
Advanced ToolsCalculate ROI of AI-assisted workflows for business analysis and product delivery tasks.
Advanced ToolsPrioritize features using SAFe's Weighted Shortest Job First framework.
Strategy & PrioritizationCalculate actual sprint capacity accounting for meetings, PTO, and ceremonies.
Team & Agile OperationsTurn a broad product idea into a focused MVP boundary with outcomes, exclusions, and acceptance criteria.
Product StrategyGenerate role-specific scenario questions, scorecard criteria, and hiring risk probes.
Career & ProfessionalRun a go/no-go readiness check across defects, risk, sign-offs, support, rollback, and monitoring.
Risk & LaunchDefine KPI formula, target movement, ownership, cadence, and anti-gaming checks.
Metrics & AnalyticsCreate a comparison matrix with competitors, criteria, differentiation, scoring, and next actions.
Product StrategyAssess clarity, planning, delivery, quality, and feedback loops to create a maturity roadmap.
Agile DeliveryConnect objectives, key results, initiatives, confidence, and review signals to delivery work.
Metrics & AnalyticsGenerate fintech discovery hypotheses, interview prompts, control questions, and evidence gates.
Banking, Financial Services and Insurance-SpecificAssess process, data, reporting, and control impact for Basel, IFRS, Anti-Money Laundering/Know Your Customer, and governance changes.
Banking, Financial Services and Insurance-SpecificOutline payment methods, auth, settlement, refunds, compliance, errors, and acceptance tests.
API & IntegrationGenerate a communication matrix with audience groups, cadence, channels, decision risk, and escalation rules.
Stakeholder ManagementCapture severity, impact, timeline, root cause hypotheses, actions, and prevention owners.
Risk & LaunchMap cross-team, system, vendor, and compliance dependencies before they become delivery blockers.
Agile DeliveryBuild a practical onboarding checklist across kickoff, legal, data, integrations, training, and go-live support.
Agile DeliveryConvert data terms into a structured dictionary with definitions, owners, sensitivity, and validation rules.
Data & AnalyticsEach tool follows the same recipe:
Real pain point from years of business analysis and product delivery work.
Based on proven methodologies (Scrum, BABOK, PMI, etc.)
I define the problem, workflow, acceptance criteria, and validation loop. AI assists implementation. I test, inspect, and refine the result.
Validated with colleagues, refined based on feedback. Made free and accessible.
Useful AI-assisted prototypes still need product thinking: a clear problem, strong inputs, acceptance criteria, and disciplined validation.
The recipe is open. The tools are examples. Build your own solutions.
If these live experiences earned a place in your workflow — deeper, paid-tier tooling for delivery practitioners is in build at catalystagile.ca. Launching soon.
Like what you see? Let's talk about your next product challenge.