Domain 2: Product & Innovation (482917)¶

Industry Edition: ZORBA for Enterprise Software

This is the ZORBA for Enterprise Software variant of this domain.

Creating what the market needs next

Classification: Value Chain Version: v0.1 (Draft)

Overview¶

This domain encompasses the enterprise's ability to envision, design, build, and evolve the products and services that deliver value to its customers and markets. It spans from early-stage ideation and research through to product lifecycle management and retirement, including the intellectual property that protects competitive advantage. In a ZORBA-enabled enterprise, this domain is where agentic capabilities most visibly augment human creativity — with agents accelerating research synthesis, automating testing cycles, generating design variations, and providing real-time product analytics that inform every decision from concept through sunset.

ZORBA Hierarchy: Domain → Capability → Process¶

ZORBA Level    │  APQC Equivalent     │  Description
───────────────┼──────────────────────┼─────────────────────────────────────
Domain         │  Category            │  Major area of enterprise activity
Capability     │  Process Group       │  What the organisation can do
Process        │  Process             │  How work flows to deliver a capability

Capabilities & Processes¶

2.1 Shape Product Strategy and Portfolio Direction (361742)¶

Define the overarching product vision, establish portfolio priorities, and maintain a coherent product strategy aligned to enterprise goals. This capability ensures product investments are deliberate and balanced across horizons.

#	Process	ID	Agentic Profile
2.1.1	Articulate the product vision and strategic positioning	529184	H — Human-led; product vision requires authentic market intuition
2.1.2	Assess market opportunities and whitespace analysis	847263	h+A — Agents scan markets and model TAM; humans evaluate strategic fit
2.1.3	Define and balance the product portfolio across horizons	613427	H+a — Humans set portfolio mix; agents model resource trade-offs
2.1.4	Establish product investment criteria and funding models	295814	H+a — Humans define criteria; agents benchmark against industry norms
2.1.5	Conduct periodic portfolio reviews and rationalisation	738562	H=A — Agents compile performance data; humans decide keep/kill/invest
2.1.6	Align product roadmaps with enterprise strategy	184239	H=A — Agents flag misalignments; humans resolve strategic tensions

2.2 Discover and Validate Product Opportunities (527163)¶

Systematically identify, explore, and validate new product concepts before committing significant development resources. This capability bridges insight and action through structured experimentation.

#	Process	ID	Agentic Profile
2.2.1	Gather and synthesise customer needs and pain points	493821	h+A — Agents aggregate feedback from multiple channels; humans identify patterns
2.2.2	Generate and explore product concepts and ideas	716348	H=A — Agents generate concept variations and provocations; humans curate and refine
2.2.3	Conduct rapid prototyping and concept testing	382519	H=A — Agents build prototype simulations; humans evaluate user response
2.2.4	Validate market demand and willingness to pay	861234	h+A — Agents run conjoint analyses and survey automation; humans interpret signals
2.2.5	Build and assess business cases for new products	254697	H=A — Agents model financials and scenarios; humans judge viability

2.3 Design and Engineer Products and Services (649281)¶

Execute the core design and engineering work that transforms validated concepts into market-ready products. This capability covers requirements definition, architecture, development, and quality assurance.

#	Process	ID	Agentic Profile
2.3.1	Define product requirements and acceptance criteria	514738	H+a — Humans specify requirements; agents structure and cross-reference
2.3.2	Design product architecture and technical specifications	928471	H+a — Humans architect; agents generate documentation and check consistency
2.3.3	Execute product development and build cycles	347165	H=A — Agents assist with code generation, component design; humans lead creation
2.3.4	Conduct quality assurance and automated testing	763829	h+A — Agents execute test suites and regression tests; humans define test strategy
2.3.5	Manage product configuration and variant engineering	481592	H=A — Agents manage configuration matrices; humans approve variant decisions
2.3.6	Perform usability and accessibility validation	629413	H=A — Agents run automated accessibility checks; humans conduct user testing

2.4 Manage the Innovation Pipeline and Experimentation (815423)¶

Operate a structured pipeline for innovation — from early-stage ideas through to funded initiatives — ensuring a healthy flow of experiments, validated learning, and scaled innovations.

#	Process	ID	Agentic Profile
2.4.1	Operate the idea intake and evaluation process	372948	H=A — Agents collect and deduplicate submissions; humans evaluate merit
2.4.2	Design and run structured experiments	594132	H+a — Humans design experiments; agents automate execution and data capture
2.4.3	Track innovation portfolio health and stage-gate progression	148726	h+A — Agents track metrics and flag stalled initiatives; humans intervene
2.4.4	Scale validated innovations into core products	831264	H+a — Humans lead scaling decisions; agents coordinate handover logistics
2.4.5	Foster innovation culture and internal entrepreneurship	267953	H — Human-led; cultural change requires human leadership and modelling
2.4.6	Manage external innovation partnerships and sourcing	425189	H+a — Humans manage relationships; agents scout and screen opportunities

2.5 Direct Research and Development Activities (293814)¶

Plan, fund, and execute research and development programmes that generate new knowledge, technologies, and capabilities for future products and competitive advantage.

#	Process	ID	Agentic Profile
2.5.1	Define R&D strategy and research priorities	641278	H — Human-led; research direction requires scientific and strategic judgement
2.5.2	Plan and allocate R&D budgets and resources	519346	H+a — Humans allocate; agents model scenarios and track burn rates
2.5.3	Execute research programmes and technical investigations	872413	H+a — Humans conduct research; agents assist with literature review and data analysis
2.5.4	Manage research outcomes and technology transfer	364729	H=A — Agents catalogue findings and match to product needs; humans drive transfer
2.5.5	Monitor technology trends and competitive R&D activity	718534	h+A — Agents continuously scan patent filings and publications; humans assess relevance

2.6 Manage the Product Lifecycle End to End (174628)¶

Govern the full lifecycle of each product from launch through growth, maturity, and eventual sunset — ensuring products remain viable, profitable, and aligned with market needs throughout their life.

#	Process	ID	Agentic Profile
2.6.1	Plan and execute product launches and market entry	493162	H+a — Humans lead launch strategy; agents coordinate checklists and readiness tracking
2.6.2	Monitor product performance and market reception	825347	A — Agent-executed; continuous monitoring of adoption, usage, and revenue metrics
2.6.3	Manage product iterations, updates, and enhancements	567814	H=A — Agents prioritise backlog by data signals; humans approve release scope
2.6.4	Plan and execute product retirement and sunsetting	314289	H+a — Humans decide retirement timing; agents manage migration and communication plans
2.6.5	Manage regulatory and compliance aspects of the product lifecycle	682431	H=A — Agents track regulatory changes affecting products; humans ensure compliance

2.7 Protect and Leverage Intellectual Property (536182)¶

Identify, secure, manage, and commercially exploit the enterprise's intellectual property — including patents, trade secrets, trademarks, and proprietary know-how.

#	Process	ID	Agentic Profile
2.7.1	Identify and assess intellectual property arising from products	419237	H=A — Agents scan codebases and designs for patentable elements; humans evaluate
2.7.2	File and manage patent and trademark applications	783164	h+A — Agents draft initial filings and manage deadlines; humans review and approve
2.7.3	Maintain the IP portfolio and renewal schedule	295841	A — Agent-executed; automated tracking and renewal management with human exception handling
2.7.4	Monitor for IP infringement and competitive filings	641823	A — Agent-executed; continuous scanning of patent databases and market activity
2.7.5	Manage IP licensing and commercialisation	518472	H+a — Humans negotiate terms; agents model licensing revenue and track agreements

2.8 Generate Product Insights and Analytics (927341)¶

Establish and operate the data, analytics, and insight capabilities that inform product decisions — from usage analytics and A/B testing through to predictive modelling and competitive intelligence.

#	Process	ID	Agentic Profile
2.8.1	Define product metrics, KPIs, and measurement frameworks	364218	H+a — Humans define what to measure; agents recommend based on benchmarks
2.8.2	Collect and integrate product usage and behavioural data	581749	A — Agent-executed; automated data pipeline management
2.8.3	Conduct A/B testing and controlled experimentation	729463	h+A — Agents design, execute, and analyse experiments; humans set hypotheses
2.8.4	Generate predictive models for product performance	413892	h+A — Agents build and maintain models; humans interpret and act on predictions
2.8.5	Deliver product insight reports and recommendations	846527	h+A — Agents generate narrative reports; humans validate and distribute
2.8.6	Monitor competitive product landscape and feature parity	152843	h+A — Agents track competitor releases and features; humans assess strategic implications

Summary¶

Capability	ID	Process Count
2.1 Shape Product Strategy and Portfolio Direction	361742	6
2.2 Discover and Validate Product Opportunities	527163	5
2.3 Design and Engineer Products and Services	649281	6
2.4 Manage the Innovation Pipeline and Experimentation	815423	6
2.5 Direct Research and Development Activities	293814	5
2.6 Manage the Product Lifecycle End to End	174628	5
2.7 Protect and Leverage Intellectual Property	536182	5
2.8 Generate Product Insights and Analytics	927341	6
Total		44 processes

Agentic Profile Legend¶

Code	Meaning
H	Human-only — agent participation not appropriate
H+a	Human-led with light agent support
H=A	Balanced human-agent collaboration
h+A	Agent-led with human oversight or approval
A	Agent-autonomous within defined boundaries