Innovation Domain

The Innovation domain represents the structured approach to creating, developing, and implementing new ideas, products, services, processes, and business models within an organization. It provides a framework for modeling innovation portfolios, processes, idea management systems, and experimentation frameworks.

Schema: innovation.schema.json
Specification: JSON Schema Draft-07

Overview

What is the Innovation Domain?

The Innovation domain captures the creation of new value and competitive advantage, enabling innovation-centric analysis that drives strategic advantage, growth, and organizational renewal. The domain covers:

Innovation Processes — Approaches for generating and implementing innovations
Innovation Portfolios — Collections of innovation investments
Idea Management — Systems for capturing and evaluating ideas
Experimentation Frameworks — Methodologies for testing hypotheses

This domain extends the Triodian Metamodel by providing deeper insights into innovation practices, portfolio management, and experimentation methods.

Purpose and Value

The Innovation domain enables architects and planners to:

Manage portfolios — Structure innovation investments with balanced risk
Map processes — Define systematic approaches to innovation
Support decisions — Enable data-driven innovation investment priorities
Drive improvement — Systematic experimentation and learning
Measure performance — Track innovation across multiple dimensions

For Data Engineers

The Innovation domain maps directly to R&D and product data concepts:

Innovation Portfolio → Project portfolio /investment tracking
Innovation Process → Stage-gate workflow data
Idea Management → Idea database /pipeline
Experimentation → A/B test results /experiment data
Innovation Metrics → R&D KPIs /patent data

Core Components

The Innovation domain uses a funnel structure:

Ideas & Insights: Input sources for innovation
Innovation Process: Stage-gate or agile development
Portfolio Management: Balanced investment allocation
Experimentation: Hypothesis testing and validation

Domain Attributes

Core Attributes

Attribute	Type	Description	Required
`innovationID`	String	Unique identifier	✓
`title`	String	Name of innovation element	✓
`description`	String	Detailed explanation	✓
`innovationType`	Enum	Classification of innovation approach: `product`, `service`, `process`, `businessModel`, `organizational`, `market`, `technology`, `customerExperience`, `supplyChain`, `financial`, `other`	✓
`orgUnitTitle`	String	Organization unit responsible	✓
`orgUnitID`	String	ID of the organization unit named in `orgUnitTitle`
`orgUnitRoles`	Array[String]	Roles managing innovation
`innovationScope`	Enum	Organizational breadth: `enterprise`, `businessUnit`, `department`, `team`, `productLine`, `crossFunctional`, `ecosystem`
`innovationOrigin`	Object	Source and genesis: `sources` (required), `primarySource`, `originDetails`
`innovationStage`	Enum	Current development phase: `ideation`, `discovery`, `prototyping`, `validation`, `piloting`, `scaling`, `established`, `declining`, `discontinued`	✓
`innovationOwner`	String	Individual responsible	✓
`strategicAlignment`	Object	Connection to strategy: `alignmentLevel` (required), `alignedObjectives`
`investmentLevel`	Object	Resources committed to the innovation: `annualBudget`, `resourceAllocation`, `fundingSources`
`riskProfile`	Object	Risk characteristics of the innovation: `overallRiskLevel` (required), `keyRiskFactors`, `riskManagementApproach`
`expectedOutcomes`	Array[Object]	Anticipated results from the innovation: `outcomeName` (required), `outcomeMetric` (required), `targetValue`, `currentValue`
`timeHorizon`	Object	Expected timeline for innovation development: `portfolioTimespan`, `keyMilestones`, `reviewCycles`
`successMetrics`	Array[Object]	Metrics used to measure innovation performance: `metricName` (required), `metricDescription`, `currentValue`, `targetValue`, `measurementFrequency`
`strategicHorizon`	Enum	Strategic timeframe category: `horizon1`, `horizon2`, `horizon3`
`crossDomainRelationships`	Array[Object]	Directional relationships from this record to entities in other domains: `targetDomain` (required), `targetEntityID`, `relationshipType` (required), `description` (required), `metadata`
`innovationBarriers`	Array[Object]	Obstacles to innovation success: `barrierName` (required), `barrierDescription`, `impactLevel`, `mitigationApproach`
`innovationEnablers`	Array[Object]	Factors that support innovation success: `enablerName` (required), `enablerDescription`, `contributionLevel`
`governanceApproach`	Object	How innovation is managed and governed: `governanceStructure`, `decisionRights`, `reviewProcess`, `resourceAllocationProcess`
`intellectualPropertyStrategy`	Object	Approach to managing intellectual property from innovation: `patentStrategy`, `tradeSecretStrategy`, `openInnovationApproach`, `licensingStrategy`
`dependencies`	Array[Object]	Dependencies on other domains: `dependencyType`, `domainType` (required), `entityID` (required), `description`
`relatedInnovations`	Array[Object]	Related innovation elements: `innovationID` (required), `relationshipType`, `relationshipStrength`, `description`

Portfolios, processes, idea pipelines and experimentation programmes are all recorded as innovation records: there are no separate element schemas for them. A portfolio can list the innovations it contains in relatedInnovations, and a process or framework uses innovationType process.

Innovation Origin (`innovationOrigin`)

Attribute	Type	Description	Required
`sources`	Array[Enum]	Sources that inspired or triggered the innovation: `customerInsights`, `employeeIdea`, `marketResearch`, `technologyExploration`, `competitiveAnalysis`, `regulatoryChange`, `strategicInitiative`, `externalPartnership`, `academicResearch`, `supplierCollaboration`, `other`	✓
`primarySource`	String	The main source that initiated this innovation
`originDetails`	String	Additional context about the innovation's origin

Strategic Alignment (`strategicAlignment`)

Attribute	Type	Description	Required
`alignmentLevel`	Enum	Degree of alignment with strategic objectives: `none`, `low`, `medium`, `high`, `critical`	✓
`alignedObjectives`	Array[Object]	Strategic objectives this innovation supports: `objectiveID` (required), `alignmentDescription`

Investment Level (`investmentLevel`)

Attribute	Type	Description
`annualBudget`	String or Number	Annual budget allocated to this innovation
`resourceAllocation`	Array[Object]	Breakdown of resource allocation: `resourceType` (required), `allocation` (required)
`fundingSources`	Array[Object]	Sources of funding for this innovation: `source` (required), `percentage`

Risk Profile (`riskProfile`)

Attribute	Type	Description	Required
`overallRiskLevel`	Enum	Overall risk assessment: `low`, `medium`, `high`, `critical`	✓
`keyRiskFactors`	Array[Object]	Key risk factors: `factorName` (required), `riskLevel` (required), `mitigationApproach`
`riskManagementApproach`	String	Overall approach to managing innovation risks

Time Horizon (`timeHorizon`)

Attribute	Type	Description
`portfolioTimespan`	String	Overall timeframe for the innovation
`keyMilestones`	Array[Object]	Key milestones in the innovation timeline: `milestone` (required), `targetDate`
`reviewCycles`	String	Frequency and approach to reviewing progress

Innovation Barriers (`innovationBarriers`)

Attribute	Type	Description	Required
`barrierName`	String	Name of the barrier	✓
`barrierDescription`	String	Description of the barrier
`impactLevel`	String	Impact of the barrier on innovation success (e.g. moderate, significant, high)
`mitigationApproach`	String	How the barrier is being addressed

Innovation Enablers (`innovationEnablers`)

Attribute	Type	Description	Required
`enablerName`	String	Name of the enabler	✓
`enablerDescription`	String	Description of the enabler
`contributionLevel`	String	Contribution to innovation success (e.g. high, significant, critical)

Governance Approach (`governanceApproach`)

Attribute	Type	Description
`governanceStructure`	String	Governance bodies and structure
`decisionRights`	String	Where decisions are made
`reviewProcess`	String	How innovations are reviewed
`resourceAllocationProcess`	String	How resources are allocated

Intellectual Property Strategy (`intellectualPropertyStrategy`)

Attribute	Type	Description
`patentStrategy`	String	Approach to patents
`tradeSecretStrategy`	String	Approach to trade secrets
`openInnovationApproach`	String	Approach to open innovation
`licensingStrategy`	String	Approach to licensing

Related Innovations (`relatedInnovations`)

Attribute	Type	Description	Required
`innovationID`	String	ID of the related innovation	✓
`relationshipType`	String	Nature of the relationship
`relationshipStrength`	Integer	Strength of the relationship (1 = lowest, 5 = highest)
`description`	String	Description of the relationship

Enumeration Values

Innovation Type (`innovationType`)

Value	Description	Example
`product`	New or improved products	New product launch
`service`	New or improved services	Service enhancement
`process`	New or improved processes	Automation
`businessModel`	New business models	Platform business
`organizational`	Organizational innovation	New ways of working
`market`	New markets or market approaches	Entering a new segment
`technology`	Technology innovation	Digital platform
`customerExperience`	Customer experience innovation	CX transformation
`supplyChain`	Supply chain innovation	New fulfilment model
`financial`	Financial innovation	New funding or pricing structures
`other`	Any other innovation

Innovation Scope (`innovationScope`)

Value	Description
`enterprise`	Whole organization
`businessUnit`	A business unit
`department`	A single department
`team`	A single team
`productLine`	A product line
`crossFunctional`	Several functions working together
`ecosystem`	The organization with external partners

Strategic Horizon (`strategicHorizon`)

Value	Description
`horizon1`	Core: small, incremental improvements to existing business
`horizon2`	Adjacent: extensions to existing business, new markets and capabilities
`horizon3`	Transformational: breakthrough and market-disrupting innovations

Innovation Stage (`innovationStage`)

Value	Description	Example
`ideation`	Initial concept	Idea generation
`discovery`	Exploring the problem and opportunity	Customer research
`prototyping`	Active development of prototypes	Building MVP
`validation`	Concept validation	Market research
`piloting`	Testing and piloting	Beta testing
`scaling`	Scaling up	Market expansion
`established`	In routine use, with continuous improvement	Enhancement
`declining`	Losing relevance or value	Falling adoption
`discontinued`	Discontinued	End of life

Innovation Origin (`innovationOrigin` → `sources`)

Value	Description	Example
`customerInsights`	Customer-driven	Feedback, research
`employeeIdea`	Employee-driven	Ideation programs
`marketResearch`	Market-driven	Market studies
`technologyExploration`	Technology-driven	R&D, emerging tech
`competitiveAnalysis`	Competitor-driven	Competitive gaps
`regulatoryChange`	Driven by new regulation	Compliance-led redesign
`strategicInitiative`	Driven by a strategic initiative	Transformation program
`externalPartnership`	Partner-driven	Joint ventures
`academicResearch`	Research institutions	University collaboration
`supplierCollaboration`	Supplier-driven	Co-developed components
`other`	Any other source, such as an acquisition	M&A

Domain Relationships

The Innovation domain integrates with other metamodel domains:

Target Domain	Relationship Type	Description
Strategy	Alignment	Innovation supports strategic objectives
Capabilities	Development	Innovation develops new capabilities
Products	Creation	Innovation creates new products
Services	Creation	Innovation creates new services
Technology	Enablement	Technology enables innovation
Finance	Investment	Innovation investments tracked
Risk	Assessment	Innovation risks managed
Performance	Measurement	Innovation KPIs tracked
People	Skills	Innovation skills developed
Market	Opportunity	Market opportunities addressed

Examples

Example 1: Digital Innovation Portfolio

{
  "innovationID": "INN-DIGITAL-001",
  "title": "Digital Customer Experience Innovation Portfolio",
  "description": "Portfolio of innovations focused on transforming customer experiences through digital technologies, data analytics, and emerging platforms.",
  "innovationType": "businessModel",
  "orgUnitTitle": "Digital Innovation Center",
  "orgUnitRoles": [
    "Chief Innovation Officer",
    "Digital Experience Lead",
    "Innovation Portfolio Manager"
  ],
  "innovationScope": "enterprise",
  "innovationOrigin": {
    "sources": [
      "customerInsights",
      "technologyExploration",
      "competitiveAnalysis"
    ],
    "primarySource": "customer-insights",
    "originDetails": "Customer journey mapping revealed significant friction points in digital interactions"
  },
  "innovationStage": "scaling",
  "innovationOwner": "VP of Digital Transformation",
  "strategicAlignment": {
    "alignmentLevel": "high",
    "alignedObjectives": [
      {
        "objectiveID": "SO-2025-02",
        "alignmentDescription": "Directly supports the strategic objective of creating industry-leading digital experiences"
      },
      {
        "objectiveID": "SO-2025-04",
        "alignmentDescription": "Contributes to data monetization strategy through enhanced digital touchpoints"
      }
    ]
  },
  "investmentLevel": {
    "annualBudget": "$12.5M",
    "resourceAllocation": [
      {
        "resourceType": "personnel",
        "allocation": "42 FTEs"
      },
      {
        "resourceType": "technology",
        "allocation": "$5.3M"
      },
      {
        "resourceType": "research",
        "allocation": "$1.8M"
      }
    ],
    "fundingSources": [
      {
        "source": "Digital Transformation Budget",
        "percentage": 65
      },
      {
        "source": "Business Unit Contributions",
        "percentage": 25
      },
      {
        "source": "Innovation Fund",
        "percentage": 10
      }
    ]
  },
  "riskProfile": {
    "overallRiskLevel": "medium",
    "keyRiskFactors": [
      {
        "factorName": "Technology adoption barriers",
        "riskLevel": "high",
        "mitigationApproach": "Phased implementation with extensive user testing"
      },
      {
        "factorName": "Legacy system integration",
        "riskLevel": "high",
        "mitigationApproach": "API-first approach with compatibility layer"
      },
      {
        "factorName": "Customer privacy concerns",
        "riskLevel": "medium",
        "mitigationApproach": "Privacy by design principles, transparent data usage"
      }
    ],
    "riskManagementApproach": "Monthly risk review with quarterly simulation and mitigation updates"
  },
  "expectedOutcomes": [
    {
      "outcomeName": "Enhanced digital engagement",
      "outcomeMetric": "Digital interaction frequency",
      "targetValue": "3.8 interactions per month",
      "currentValue": "2.2 interactions per month"
    },
    {
      "outcomeName": "Improved conversion rates",
      "outcomeMetric": "Digital conversion percentage",
      "targetValue": "4.2%",
      "currentValue": "2.7%"
    },
    {
      "outcomeName": "Increased customer satisfaction",
      "outcomeMetric": "Digital experience NPS",
      "targetValue": "42",
      "currentValue": "28"
    }
  ],
  "timeHorizon": {
    "portfolioTimespan": "2024-2027",
    "keyMilestones": [
      {
        "milestone": "Mobile experience redesign",
        "targetDate": "Q3 2025"
      },
      {
        "milestone": "AI-powered personalization",
        "targetDate": "Q1 2026"
      },
      {
        "milestone": "Cross-channel integration",
        "targetDate": "Q4 2026"
      }
    ],
    "reviewCycles": "Quarterly portfolio review with annual strategic realignment"
  },
  "successMetrics": [
    {
      "metricName": "Innovation Adoption Rate",
      "metricDescription": "Percentage of customers using new digital features",
      "currentValue": "32%",
      "targetValue": "65%",
      "measurementFrequency": "Monthly"
    },
    {
      "metricName": "Innovation ROI",
      "metricDescription": "Return on innovation investment",
      "currentValue": "1.8x",
      "targetValue": "3.5x",
      "measurementFrequency": "Quarterly"
    },
    {
      "metricName": "Time to Market",
      "metricDescription": "Average time from concept to deployment",
      "currentValue": "9 months",
      "targetValue": "5 months",
      "measurementFrequency": "Per innovation"
    }
  ],
  "innovationBarriers": [
    {
      "barrierName": "Organizational silos",
      "barrierDescription": "Functional silos impeding cross-functional collaboration",
      "impactLevel": "significant",
      "mitigationApproach": "Cross-functional innovation teams with executive sponsorship"
    },
    {
      "barrierName": "Technology debt",
      "barrierDescription": "Legacy systems limiting integration capabilities",
      "impactLevel": "high",
      "mitigationApproach": "Parallel modernization initiative with targeted API development"
    },
    {
      "barrierName": "Risk aversion",
      "barrierDescription": "Cultural resistance to experimental approaches",
      "impactLevel": "moderate",
      "mitigationApproach": "Innovation sandboxes with limited risk exposure"
    }
  ],
  "innovationEnablers": [
    {
      "enablerName": "Executive sponsorship",
      "enablerDescription": "Strong C-suite commitment to digital transformation",
      "contributionLevel": "critical"
    },
    {
      "enablerName": "Innovation incentives",
      "enablerDescription": "Rewards and recognition for contribution to innovation",
      "contributionLevel": "significant"
    },
    {
      "enablerName": "Technical talent",
      "enablerDescription": "Specialized skills in emerging technologies",
      "contributionLevel": "high"
    }
  ],
  "governanceApproach": {
    "governanceStructure": "Innovation Council with business unit representation",
    "decisionRights": "Portfolio decisions centralized, implementation decisions distributed",
    "reviewProcess": "Monthly innovation reviews, quarterly portfolio reassessment",
    "resourceAllocationProcess": "Annual base funding with quarterly adjustment opportunities"
  },
  "intellectualPropertyStrategy": {
    "patentStrategy": "Selective patenting of core technologies and methods",
    "tradeSecretStrategy": "Protection of proprietary algorithms and models",
    "openInnovationApproach": "Selective open source contributions to build ecosystem",
    "licensingStrategy": "Strategic licensing of non-core innovations"
  },
  "dependencies": [
    {
      "dependencyType": "critical",
      "domainType": "capability",
      "entityID": "CAP-DIGITAL-003",
      "description": "Digital experience design capability"
    },
    {
      "dependencyType": "important",
      "domainType": "information",
      "entityID": "INFO-DATA-004",
      "description": "Customer behavior analytics"
    }
  ],
  "relatedInnovations": [
    {
      "innovationID": "INN-DATA-002",
      "relationshipType": "enabling",
      "relationshipStrength": 4,
      "description": "Data platform modernization enables enhanced digital experiences"
    },
    {
      "innovationID": "INN-AI-003",
      "relationshipType": "synergistic",
      "relationshipStrength": 5,
      "description": "AI personalization capabilities enhance digital experience value"
    }
  ]
}

Example 2: Innovation Process

A repeatable innovation process is recorded as an innovation of type process. Its stages are described in prose, and the methods it draws on are recorded as enablers.

{
  "innovationID": "INN-PROC-001",
  "title": "Design Thinking Innovation Process",
  "description": "Human-centered innovation process for developing customer-focused solutions, run in five stages: Empathize (2-4 weeks), Define (1-2 weeks), Ideate (2-3 weeks), Prototype (2-4 weeks) and Test (2-4 weeks).",
  "innovationType": "process",
  "orgUnitTitle": "Innovation Center of Excellence",
  "innovationScope": "enterprise",
  "innovationStage": "established",
  "innovationOwner": "Head of Innovation Center of Excellence",
  "innovationEnablers": [
    {
      "enablerName": "Design Thinking",
      "enablerDescription": "Customer-focused innovation"
    },
    {
      "enablerName": "Lean Startup",
      "enablerDescription": "Business model validation"
    },
    {
      "enablerName": "Agile",
      "enablerDescription": "Development execution"
    }
  ],
  "governanceApproach": {
    "reviewProcess": "Stage review at the end of each of the five stages"
  },
  "successMetrics": [
    {
      "metricName": "Concept-to-Launch Time",
      "currentValue": "6 months",
      "targetValue": "4 months"
    },
    {
      "metricName": "Customer Validation Rate",
      "currentValue": "75%",
      "targetValue": "85%"
    }
  ]
}

Example 3: Experimentation Framework

An experimentation framework is also an innovation of type process. Individual experiments are innovations in their own right, linked through relatedInnovations.

{
  "innovationID": "INN-EXP-001",
  "title": "Digital Experimentation Framework",
  "description": "Structured approach to rapid experimentation and learning, using A/B tests for feature and UX optimization (2-4 weeks), MVPs for new product validation (4-8 weeks) and prototypes for concept testing (1-2 weeks).",
  "innovationType": "process",
  "orgUnitTitle": "Growth Lab",
  "innovationStage": "established",
  "innovationOwner": "Head of Growth Lab",
  "successMetrics": [
    {
      "metricName": "Experiments per Quarter",
      "currentValue": "24",
      "targetValue": "30",
      "measurementFrequency": "Quarterly"
    },
    {
      "metricName": "Experiment Success Rate",
      "currentValue": "35%",
      "targetValue": "40%"
    }
  ],
  "relatedInnovations": [
    {
      "innovationID": "INN-EXP-2025-001",
      "relationshipType": "experiment",
      "description": "AI Recommendation Engine Test (A/B test, in progress): hypothesis that AI recommendations increase conversion by 15%; preliminary result +12% conversion"
    }
  ]
}

Implementation Guidelines

Innovation Management Best Practices

Balance the portfolio — Allocate across innovation horizons
Define clear processes — Establish systematic innovation approaches
Measure outcomes — Track leading and lagging indicators
Foster culture — Create environment supporting experimentation
Learn from failure — Extract value from unsuccessful attempts

Innovation Horizon Framework

Innovation Metrics Framework

Category	Metric	Description
Input	R&D Spend	Investment in innovation
Input	Ideas Generated	Volume of new ideas
Process	Time to Market	Speed of innovation
Process	Stage Conversion	Pipeline progression
Output	New Revenue	Revenue from innovation
Output	Patents Filed	Intellectual property
Outcome	Innovation ROI	Return on innovation investment

OpenMetadata Integration

For Data Platform Teams

When integrating with OpenMetadata, map Innovation entities as follows:

Triodian Element	OpenMetadata Entity	Notes
Innovation Portfolio	Dashboard	Portfolio dashboards
Innovation Process	Pipeline	Stage-gate workflows
Experiment	Test Suite	Experiment tracking
Idea Database	Table	Idea management data
Innovation Metrics	Metric	R&D KPIs

# Example: Map Innovation Portfolio to OpenMetadata
def create_innovation_dashboard(innovation):
    """
    Map Triodian Innovation Portfolio to OpenMetadata Dashboard
    """
    return {
        "name": innovation["innovationID"].lower(),
        "displayName": innovation["title"],
        "description": innovation["description"],
        "dashboardType": "innovation",
        "owner": {"name": innovation.get("orgUnitTitle", ""), "type": "team"},
        "tags": [
            {"tagFQN": f"InnovationType.{innovation['innovationType']}"},
            {"tagFQN": f"InnovationScope.{innovation.get('innovationScope', 'unknown')}"},
            {"tagFQN": f"InnovationStage.{innovation.get('innovationStage', 'unknown')}"}
        ],
        "charts": [
            {
                "name": "portfolio_balance",
                "displayName": "Portfolio Balance by Horizon",
                "chartType": "pie"
            },
            {
                "name": "innovation_pipeline",
                "displayName": "Innovation Pipeline",
                "chartType": "funnel"
            },
            {
                "name": "innovation_roi",
                "displayName": "Innovation ROI",
                "chartType": "gauge"
            }
        ]
    }

Schema Reference

Repository: Triodian/Triodian_Metamodel
Schema: innovation.schema.json
Specification: JSON Schema Draft-07
License: Apache License 2.0

Previous: Sustainability Domain | Next:

Overview​

What is the Innovation Domain?​

Purpose and Value​

Core Components​

Domain Attributes​

Core Attributes​

Innovation Origin (innovationOrigin)​

Strategic Alignment (strategicAlignment)​

Investment Level (investmentLevel)​

Risk Profile (riskProfile)​

Time Horizon (timeHorizon)​

Innovation Barriers (innovationBarriers)​

Innovation Enablers (innovationEnablers)​

Governance Approach (governanceApproach)​

Intellectual Property Strategy (intellectualPropertyStrategy)​

Related Innovations (relatedInnovations)​

Enumeration Values​

Innovation Type (innovationType)​

Innovation Scope (innovationScope)​

Strategic Horizon (strategicHorizon)​

Innovation Stage (innovationStage)​

Innovation Origin (innovationOrigin → sources)​

Domain Relationships​

Examples​

Example 1: Digital Innovation Portfolio​

Example 2: Innovation Process​

Example 3: Experimentation Framework​

Implementation Guidelines​

Innovation Management Best Practices​

Innovation Horizon Framework​

Innovation Metrics Framework​

OpenMetadata Integration​

Schema Reference​