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Agentic AI Atlas · Product Discovery
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Workflow overview

workflow:product-discovery

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Product Discovery overview

On-demand cross-team development workflow that validates whether a proposed product initiative is worth building before significant engineering investment is committed. Product managers and UX researchers conduct customer interviews, review usage data, and map the problem space to uncover genuine user needs and business opportunities. Product designers rapidly prototype solution concepts and run usability tests to surface critical design assumptions. Findings are synthesized into an opportunity brief that includes a problem statement, target personas, solution hypotheses, and a risk assessment. The brief is reviewed by product and engineering leadership, and a go/no-go decision determines whether the initiative proceeds to roadmap planning and detailed specification, or is parked pending further evidence.

WorkflowOutgoing · 14Incoming · 208

Attributes

displayName
Product Discovery
description
On-demand cross-team development workflow that validates whether a proposed product initiative is worth building before significant engineering investment is committed. Product managers and UX researchers conduct customer interviews, review usage data, and map the problem space to uncover genuine user needs and business opportunities. Product designers rapidly prototype solution concepts and run usability tests to surface critical design assumptions. Findings are synthesized into an opportunity brief that includes a problem statement, target personas, solution hypotheses, and a risk assessment. The brief is reviewed by product and engineering leadership, and a go/no-go decision determines whether the initiative proceeds to roadmap planning and detailed specification, or is parked pending further evidence.
workflowKind
development
triggerType
on-demand
typicalCadence
per-initiative
complexity
complex

Outgoing edges

applies_to_domain3
  • domain:software-engineering·DomainSoftware Engineering
  • domain:customer-experience·DomainCustomer Experience
  • domain:business-intelligence·DomainBusiness Intelligence
involves_role6
  • role:product-manager·RoleProduct Manager
  • role:ux-researcher·RoleUX Researcher
  • role:product-designer·RoleProduct Designer
  • role:engineering-manager·RoleEngineering Manager
  • role:business-analyst·RoleBusiness Analyst
  • role:growth-pm·RoleGrowth Product Manager
triggers_responsibility5
  • responsibility:user-research·ResponsibilityUser Research
  • responsibility:market-research·ResponsibilityMarket Research
  • responsibility:strategic-planning·ResponsibilityStrategic Planning
  • responsibility:backlog-grooming·ResponsibilityBacklog Grooming
  • responsibility:stakeholder-communication·ResponsibilityStakeholder Communication

Incoming edges

lib_implements_workflow208
  • lib-agent:entrepreneurship--accelerator-director·LibraryAgentaccelerator-director
  • lib-agent:entrepreneurship--angel-investor·LibraryAgentangel-investor
  • lib-agent:entrepreneurship--business-model-strategist·LibraryAgentbusiness-model-strategist
  • lib-agent:entrepreneurship--customer-dev-expert·LibraryAgentcustomer-dev-expert
  • lib-agent:entrepreneurship--founder-coach·LibraryAgentfounder-coach
  • lib-agent:entrepreneurship--growth-hacker·LibraryAgentgrowth-hacker
  • lib-agent:entrepreneurship--lean-startup-expert·LibraryAgentlean-startup-expert
  • lib-agent:entrepreneurship--market-analyst·LibraryAgentmarket-analyst
  • lib-agent:entrepreneurship--ops-scaling·LibraryAgentops-scaling
  • lib-agent:entrepreneurship--pitch-coach·LibraryAgentpitch-coach
  • lib-agent:entrepreneurship--pmf-expert·LibraryAgentpmf-expert
  • lib-agent:entrepreneurship--startup-cfo·LibraryAgentstartup-cfo
  • lib-agent:entrepreneurship--startup-lawyer·LibraryAgentstartup-lawyer
  • lib-agent:entrepreneurship--talent-acquisition·LibraryAgenttalent-acquisition
  • lib-agent:entrepreneurship--vc-partner·LibraryAgentvc-partner
  • lib-agent:network-programming--security-testing-expert·LibraryAgentsecurity-testing-expert
  • lib-agent:product-management--customer-success-pm·LibraryAgentCustomer Success PM
  • lib-agent:product-management--data-pm·LibraryAgentdata-pm
  • lib-agent:product-management--growth-pm·LibraryAgentGrowth PM
  • lib-agent:product-management--gtm-strategist·LibraryAgentGo-to-Market Strategist
  • lib-agent:product-management--jtbd-specialist·LibraryAgentJTBD Specialist
  • lib-agent:product-management--market-analyst·LibraryAgentMarket Analyst
  • lib-agent:product-management--prioritization-expert·LibraryAgentprioritization-expert
  • lib-agent:product-management--product-strategist·LibraryAgentProduct Strategist
  • lib-agent:product-management--requirements-analyst·LibraryAgentRequirements Analyst
  • lib-agent:product-management--stakeholder-manager·LibraryAgentStakeholder Manager
  • lib-agent:product-management--technical-pm·LibraryAgentTechnical Product Manager
  • lib-agent:product-management--user-researcher·LibraryAgentuser-researcher
  • lib-agent:ux-ui-design--ab-testing·LibraryAgentab-testing-agent
  • lib-agent:ux-ui-design--accessibility-verifier·LibraryAgentaccessibility-verifier
  • lib-agent:ux-ui-design--card-sorting-analyst·LibraryAgentcard-sorting-analyst
  • lib-agent:ux-ui-design--color-contrast-analyzer·LibraryAgentcolor-contrast-analyzer
  • lib-agent:ux-ui-design--design-documentation·LibraryAgentdesign-documentation-agent
  • lib-agent:ux-ui-design--design-mock-analyzer·LibraryAgentdesign-mock-analyzer
  • lib-agent:ux-ui-design--design-token-manager·LibraryAgentdesign-token-manager
  • lib-agent:ux-ui-design--developer-handoff·LibraryAgentdeveloper-handoff-agent
  • lib-agent:ux-ui-design--emotional-design-analyst·LibraryAgentemotional-design-analyst
  • lib-agent:ux-ui-design--figma-integration·LibraryAgentfigma-integration
  • lib-agent:ux-ui-design--iconography-system·LibraryAgenticonography-system-agent
  • lib-agent:ux-ui-design--information-architecture·LibraryAgentinformation-architecture-agent
  • lib-agent:ux-ui-design--interaction-design·LibraryAgentinteraction-design-agent
  • lib-agent:ux-ui-design--journey-map-visualizer·LibraryAgentjourney-map-visualizer
  • lib-agent:ux-ui-design--performance-auditor·LibraryAgentperformance-auditor-agent
  • lib-agent:ux-ui-design--persona-builder·LibraryAgentpersona-builder-agent
  • lib-agent:ux-ui-design--prototype-testing·LibraryAgentprototype-testing-agent
  • lib-agent:ux-ui-design--refinement-planner·LibraryAgentrefinement-planner
  • lib-agent:ux-ui-design--responsive-design-validator·LibraryAgentresponsive-design-validator
  • lib-agent:ux-ui-design--responsive-verifier·LibraryAgentresponsive-verifier
  • lib-agent:ux-ui-design--screen-reader-compatibility·LibraryAgentscreen-reader-compatibility-agent
  • lib-agent:ux-ui-design--storybook-integration·LibraryAgentstorybook-integration-agent
  • lib-agent:ux-ui-design--survey-design·LibraryAgentsurvey-design-agent
  • lib-agent:ux-ui-design--touch-target-optimizer·LibraryAgenttouch-target-optimizer
  • lib-agent:ux-ui-design--typography-system·LibraryAgenttypography-system-agent
  • lib-agent:ux-ui-design--ui-implementer·LibraryAgentui-implementer
  • lib-agent:ux-ui-design--usability-heuristics-evaluator·LibraryAgentusability-heuristics-evaluator
  • lib-agent:ux-ui-design--user-research-synthesizer·LibraryAgentuser-research-synthesizer
  • lib-agent:ux-ui-design--visual-qa-scorer·LibraryAgentvisual-qa-scorer
  • lib-agent:ux-ui-design--wcag-accessibility-auditor·LibraryAgentwcag-accessibility-auditor
  • lib-agent:ux-ui-design--wireframe-generator·LibraryAgentwireframe-generator
  • lib-process:shared--adversarial-spec-debates·LibraryProcessadversarial-spec-debates
  • lib-process:shared--bmad-quick-flow·LibraryProcessbmad-quick-flow
  • lib-process:shared--ccpm-orchestrator·LibraryProcessccpm-orchestrator
  • lib-process:shared--ccpm-parallel-execution·LibraryProcessccpm-parallel-execution
  • lib-process:shared--ccpm-prd-workflow·LibraryProcessccpm-prd-workflow
  • lib-process:shared--double-diamond·LibraryProcessdouble-diamond
  • lib-process:shared--discuss-phase·LibraryProcessdiscuss-phase
  • lib-process:shared--plan-phase·LibraryProcessplan-phase
  • lib-process:shared--verify-work·LibraryProcessverify-work
  • lib-process:shared--impact-mapping·LibraryProcessimpact-mapping
  • lib-process:shared--jobs-to-be-done·LibraryProcessjobs-to-be-done
  • lib-process:shared--maestro-development·LibraryProcessmaestro-development
  • lib-process:shared--maestro-orchestrator·LibraryProcessmaestro-orchestrator
  • lib-process:shared--metaswarm-design-review·LibraryProcessmetaswarm-design-review
  • lib-process:shared--pilot-shell-orchestrator·LibraryProcesspilot-shell-orchestrator
  • lib-process:shared--planning-execution·LibraryProcessplanning-execution
  • lib-process:shared--planning-orchestrator·LibraryProcessplanning-orchestrator
  • lib-process:shared--planning-session·LibraryProcessplanning-session
  • lib-process:shared--planning-verification·LibraryProcessplanning-verification
  • lib-process:shared--shape-up·LibraryProcessshape-up
  • lib-process:shared--spec-driven-development·LibraryProcessspec-driven-development
  • lib-process:shared--spec-kit-implementation·LibraryProcessspec-kit-implementation
  • lib-process:shared--spec-kit-specification·LibraryProcessspec-kit-specification
  • lib-process:shared--spec-kit-brownfield·LibraryProcessspec-kit-brownfield
  • lib-process:shared--spec-kit-constitution·LibraryProcessspec-kit-constitution
  • lib-process:shared--spec-kit-quality-checklist·LibraryProcessspec-kit-quality-checklist
  • lib-process:shared--subagent-driven-development·LibraryProcesssubagent-driven-development
  • lib-process:shared--verification-before-completion·LibraryProcessverification-before-completion
  • lib-process:cli-mcp-development--mcp-server-registry-discovery·LibraryProcessspecializations/cli-mcp-development/mcp-server-registry-discovery
  • lib-process:entrepreneurship--board-meeting-presentation·LibraryProcessboard-meeting-presentation
  • lib-process:entrepreneurship--business-model-canvas·LibraryProcessbusiness-model-canvas
  • lib-process:entrepreneurship--business-plan-document·LibraryProcessbusiness-plan-document
  • lib-process:entrepreneurship--competitive-landscape-mapping·LibraryProcesscompetitive-landscape-mapping
  • lib-process:entrepreneurship--customer-discovery-interview·LibraryProcesscustomer-discovery-interview
  • lib-process:entrepreneurship--demo-day-presentation·LibraryProcessdemo-day-presentation
  • lib-process:entrepreneurship--due-diligence-preparation·LibraryProcessdue-diligence-preparation
  • lib-process:entrepreneurship--financial-model-development·LibraryProcessfinancial-model-development
  • lib-process:entrepreneurship--founding-team-formation·LibraryProcessfounding-team-formation
  • lib-process:entrepreneurship--growth-experiment-design·LibraryProcessgrowth-experiment-design
  • lib-process:entrepreneurship--gtm-strategy-development·LibraryProcessgtm-strategy-development
  • lib-process:entrepreneurship--international-expansion-planning·LibraryProcessinternational-expansion-planning
  • lib-process:entrepreneurship--investor-pitch-deck·LibraryProcessinvestor-pitch-deck
  • lib-process:entrepreneurship--investor-update-communication·LibraryProcessinvestor-update-communication
  • lib-process:entrepreneurship--market-sizing-analysis·LibraryProcessmarket-sizing-analysis
  • lib-process:entrepreneurship--mvp-definition-development·LibraryProcessmvp-definition-development
  • lib-process:entrepreneurship--pivot-decision-framework·LibraryProcesspivot-decision-framework
  • lib-process:entrepreneurship--pre-seed-fundraising·LibraryProcesspre-seed-fundraising
  • lib-process:entrepreneurship--problem-solution-fit-validation·LibraryProcessproblem-solution-fit-validation
  • lib-process:entrepreneurship--product-market-fit-assessment·LibraryProcessproduct-market-fit-assessment
  • lib-process:entrepreneurship--scaling-operations-playbook·LibraryProcessscaling-operations-playbook
  • lib-process:entrepreneurship--series-a-fundraising·LibraryProcessseries-a-fundraising
  • lib-process:entrepreneurship--startup-culture-definition·LibraryProcessstartup-culture-definition
  • lib-process:entrepreneurship--startup-hiring-process·LibraryProcessstartup-hiring-process
  • lib-process:entrepreneurship--traction-channel-identification·LibraryProcesstraction-channel-identification
  • lib-process:product-management--beta-program·LibraryProcessspecializations/product-management/beta-program
  • lib-process:product-management--competitive-analysis·LibraryProcessproduct-management/competitive-analysis
  • lib-process:product-management--conversion-funnel-analysis·LibraryProcessproduct-management/conversion-funnel-analysis
  • lib-process:product-management--customer-advisory-board·LibraryProcessproduct-management/customer-advisory-board
  • lib-process:product-management--feature-definition-prd·LibraryProcessproduct-management/feature-definition-prd
  • lib-process:product-management--jtbd-analysis·LibraryProcessproduct-management/jtbd-analysis
  • lib-process:product-management--metrics-dashboard·LibraryProcessspecializations/product-management/metrics-dashboard
  • lib-process:product-management--moscow-prioritization·LibraryProcessproduct-management/moscow-prioritization
  • lib-process:product-management--prd-to-spec·LibraryProcessproduct-management/prd-to-spec
  • lib-process:product-management--product-council-review·LibraryProcessproduct-management/product-council-review
  • lib-process:product-management--product-launch-gtm·LibraryProcessspecializations/product-management/product-launch-gtm
  • lib-process:product-management--product-market-fit·LibraryProcessproduct-management/product-market-fit
  • lib-process:product-management--product-vision-strategy·LibraryProcessproduct-management/product-vision-strategy
  • lib-process:product-management--quarterly-roadmap·LibraryProcessspecializations/product-management/quarterly-roadmap
  • lib-process:product-management--retention-cohort-analysis·LibraryProcessproduct-management/retention-cohort-analysis
  • lib-process:product-management--rice-prioritization·LibraryProcessproduct-management/rice-prioritization
  • lib-process:product-management--stakeholder-alignment·LibraryProcessproduct-management/stakeholder-alignment
  • lib-process:product-management--task-to-prd·LibraryProcessproduct-management/task-to-prd
  • lib-process:product-management--user-story-mapping·LibraryProcessproduct-management/user-story-mapping
  • lib-process:technical-documentation--user-guide-docs·LibraryProcesstechnical-documentation/user-guide-docs
  • lib-process:ux-ui-design--ab-testing·LibraryProcessux-ui-design/ab-testing
  • lib-process:ux-ui-design--accessibility-audit·LibraryProcessspecializations/ux-ui-design/accessibility-audit
  • lib-process:ux-ui-design--analytics-heatmap·LibraryProcessspecializations/ux-ui-design/analytics-heatmap
  • lib-process:ux-ui-design--card-sorting·LibraryProcessux-ui-design/card-sorting
  • lib-process:ux-ui-design--component-library·LibraryProcessspecializations/ux-ui-design/component-library
  • lib-process:ux-ui-design--design-critique·LibraryProcessux-ui-design/design-critique
  • lib-process:ux-ui-design--design-handoff·LibraryProcessspecializations/ux-ui-design/design-handoff
  • lib-process:ux-ui-design--design-language·LibraryProcessspecializations/ux-ui-design/design-language
  • lib-process:ux-ui-design--design-qa·LibraryProcessspecializations/ux-ui-design/design-qa
  • lib-process:ux-ui-design--design-sprint·LibraryProcessux-ui-design/design-sprint
  • lib-process:ux-ui-design--design-system·LibraryProcessspecializations/ux-ui-design/design-system
  • lib-process:ux-ui-design--hifi-prototyping·LibraryProcessspecializations/ux-ui-design/hifi-prototyping
  • lib-process:ux-ui-design--information-architecture·LibraryProcessux-ui-design/information-architecture
  • lib-process:ux-ui-design--persona-development·LibraryProcessspecializations/ux-ui-design/persona-development
  • lib-process:ux-ui-design--pixel-perfect-implementation·LibraryProcessspecializations/ux-ui-design/pixel-perfect-implementation
  • lib-process:ux-ui-design--responsive-design·LibraryProcessspecializations/ux-ui-design/responsive-design
  • lib-process:ux-ui-design--storybook-documentation·LibraryProcessspecializations/ux-ui-design/storybook-documentation
  • lib-process:ux-ui-design--usability-testing·LibraryProcessspecializations/ux-ui-design/usability-testing
  • lib-process:ux-ui-design--user-feedback·LibraryProcessspecializations/ux-ui-design/user-feedback
  • lib-process:ux-ui-design--user-journey-mapping·LibraryProcessspecializations/ux-ui-design/user-journey-mapping
  • lib-process:ux-ui-design--user-research·LibraryProcessux-ui-design/user-research
  • lib-process:ux-ui-design--ux-writing·LibraryProcessux-ui-design/ux-writing
  • lib-process:ux-ui-design--wcag-compliance·LibraryProcessspecializations/ux-ui-design/wcag-compliance
  • lib-process:ux-ui-design--wireframing·LibraryProcessux-ui-design/wireframing
  • lib-skill:cli-mcp-development--plugin-loader-generator·LibrarySkillplugin-loader-generator
  • lib-skill:entrepreneurship--competitor-analysis·LibrarySkillcompetitor-analysis
  • lib-skill:entrepreneurship--data-room·LibrarySkilldata-room
  • lib-skill:entrepreneurship--investor-crm·LibrarySkillinvestor-crm
  • lib-skill:entrepreneurship--investor-updates·LibrarySkillinvestor-updates
  • lib-skill:entrepreneurship--market-sizing·LibrarySkillmarket-sizing
  • lib-skill:entrepreneurship--pivot-analyzer·LibrarySkillpivot-analyzer
  • lib-skill:entrepreneurship--startup-metrics·LibrarySkillstartup-metrics
  • lib-skill:network-programming--dns-protocol·LibrarySkilldns-protocol
  • lib-skill:network-programming--protocol-fuzzer·LibrarySkillprotocol-fuzzer
  • lib-skill:product-management--ab-test-design·LibrarySkillA/B Test Design
  • lib-skill:product-management--competitive-intel·LibrarySkillCompetitive Intelligence
  • lib-skill:product-management--feature-flags·LibrarySkillFeature Flagging
  • lib-skill:product-management--feedback-aggregation·LibrarySkillCustomer Feedback Aggregation
  • lib-skill:product-management--gtm-strategy·LibrarySkillGTM Strategy
  • lib-skill:product-management--okr-planning·LibrarySkillOKR Planning
  • lib-skill:product-management--persona-development·LibrarySkillPersona Development
  • lib-skill:product-management--prd-generator·LibrarySkillprd-generator
  • lib-skill:product-management--prd-to-spec·LibrarySkillprd-to-spec
  • lib-skill:product-management--prioritization-calculator·LibrarySkillprioritization-calculator
  • lib-skill:product-management--product-analytics·LibrarySkillproduct-analytics
  • lib-skill:product-management--roadmap-viz·LibrarySkillRoadmap Visualization
  • lib-skill:product-management--stakeholder-comms·LibrarySkillStakeholder Communication
  • lib-skill:product-management--survey-design·LibrarySkillSurvey Design
  • lib-skill:product-management--task-to-prd·LibrarySkilltask-to-prd
  • lib-skill:product-management--user-research-synthesis·LibrarySkilluser-research-synthesis
  • lib-skill:product-management--user-story-generator·LibrarySkilluser-story-generator
  • lib-skill:sdk-platform-development--plugin-registry-manager·LibrarySkillplugin-registry-manager
  • lib-skill:ux-ui-design--accessibility-report·LibrarySkillaccessibility-report
  • lib-skill:ux-ui-design--animation-spec·LibrarySkillanimation-spec
  • lib-skill:ux-ui-design--axe-accessibility·LibrarySkillaxe-accessibility
  • lib-skill:ux-ui-design--browser-stack·LibrarySkillbrowser-stack
  • lib-skill:ux-ui-design--color-palette-generator·LibrarySkillcolor-palette-generator
  • lib-skill:ux-ui-design--component-inventory·LibrarySkillcomponent-inventory
  • lib-skill:ux-ui-design--contrast-checker·LibrarySkillcontrast-checker
  • lib-skill:ux-ui-design--css-precision-editor·LibrarySkillcss-precision-editor
  • lib-skill:ux-ui-design--design-system-validator·LibrarySkilldesign-system-validator
  • lib-skill:ux-ui-design--design-token-transformer·LibrarySkilldesign-token-transformer
  • lib-skill:ux-ui-design--figma-api·LibrarySkillfigma-api
  • lib-skill:ux-ui-design--heatmap-analysis·LibrarySkillheatmap-analysis
  • lib-skill:ux-ui-design--lighthouse·LibrarySkilllighthouse
  • lib-skill:ux-ui-design--mock-spec-extractor·LibrarySkillmock-spec-extractor
  • lib-skill:ux-ui-design--persona-template·LibrarySkillpersona-template
  • lib-skill:ux-ui-design--prototype-interaction·LibrarySkillprototype-interaction
  • lib-skill:ux-ui-design--responsive-image·LibrarySkillresponsive-image
  • lib-skill:ux-ui-design--screenshot-comparison·LibrarySkillscreenshot-comparison
  • lib-skill:ux-ui-design--survey-platform·LibrarySkillsurvey-platform
  • lib-skill:ux-ui-design--svg-optimizer·LibrarySkillsvg-optimizer
  • lib-skill:ux-ui-design--typography-calculator·LibrarySkilltypography-calculator
  • lib-skill:ux-ui-design--user-flow-diagram·LibrarySkilluser-flow-diagram
  • lib-skill:ux-ui-design--visual-diff-scorer·LibrarySkillvisual-diff-scorer

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