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Chief Information Security Officers for accountable security leadership

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DataConsultant provides experienced CISO advisory, virtual CISO, fractional leadership, and interim security oversight for organisations that need clear accountability, business-aligned risk decisions, board-level reporting, and a practical security programme. We combine executive guidance, documented governance, technical awareness, and delivery coordination to help leaders manage security risk with greater consistency.

Board and executive security reporting
Risk-led security programme direction
Governance, policy, and control ownership
Flexible virtual, fractional, and interim models

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CISO accountability and control modelIllustrative

Board oversightRisk appetite, decisions, assurance

Business prioritiesGrowth, resilience, trust, obligations

Regulatory contextSector, privacy, contracts, audit

CISO
Leadership

Security programmeRoadmap, funding, ownership

Technical assuranceArchitecture, controls, suppliers

Incident governanceEscalation, response, learning

DecisionsRecorded and owned

RisksPrioritised and tracked

EvidenceReportable and reviewable

Direct answer

What are Chief Information Security Officer services?

Chief Information Security Officer services provide senior security leadership to organisations that need clearer accountability, risk oversight, governance, programme direction, and executive communication. The work commonly supports boards, chief executives, technology leaders, risk teams, privacy leaders, and operational owners. Typical outputs include a security strategy, governance model, risk register, board reporting, policy roadmap, control improvement priorities, incident oversight, and investment planning. Delivery may be advisory, virtual, fractional, interim, or managed. Results depend on executive sponsorship, access to evidence, cooperation from accountable teams, and the organisation’s authority to implement agreed decisions. The service supports compliance readiness but does not replace legal advice, statutory audit, certification, or specialist testing.

Service offering

Security leadership from assessment through operational oversight

The engagement is structured around the organisation’s current risk, maturity, regulatory environment, available security capability, and the decisions senior leaders need to make.

Assess and align

Review business priorities, material assets, security obligations, existing controls, incidents, audit findings, third parties, data flows, architecture, policies, and current initiatives. Inputs come from leaders, subject-matter teams, evidence repositories, and operational records.

Outputs: current-state findings, material risk themes, leadership priorities, urgent actions, and an agreed decision agenda.

Client role: provide accountable stakeholders, reliable evidence, and authority to discuss difficult trade-offs.

Design and govern

Define the security strategy, operating model, decision rights, governance forums, policies, risk methods, board reporting, supplier oversight, incident governance, assurance needs, and investment principles.

Outputs: target operating model, governance charter, security roadmap, policy plan, metrics, role matrix, and prioritised risk treatment.

Client role: approve risk appetite, nominate owners, resolve cross-functional dependencies, and validate obligations.

Lead and sustain

Provide ongoing executive advice, programme oversight, risk escalation, board reporting, stakeholder coordination, supplier challenge, incident leadership, assurance tracking, and capability development.

Outputs: regular governance packs, decision logs, programme reports, risk updates, action tracking, and knowledge transfer.

Client role: retain executive ownership, fund agreed priorities, and ensure operational teams complete assigned actions.

Key value

Practical security leadership for business decisions

Executive clarityTranslate security issues into business risk, decisions, accountability, and investment choices.

Prioritised actionFocus limited resources on material exposures, regulatory duties, and operational dependencies.

Consistent governanceCreate repeatable forums, policies, ownership, escalation, evidence, and reporting.

Independent challengeProvide vendor-neutral review while working constructively with internal teams and suppliers.

Business problems

Problems the service is designed to address

A CISO engagement is most useful when security responsibility is fragmented, decisions are delayed, risk information is difficult to trust, or programme activity is not clearly linked to business priorities.

Unclear security ownership

Policies, risks, incidents, suppliers, and control actions sit across multiple functions without a single leadership model or agreed escalation route.

Board reporting lacks decision value

Reports focus on technical activity rather than material exposure, trend, accountability, dependencies, options, and decisions required from leadership.

Security investment is difficult to prioritise

Competing tools, projects, audit findings, and stakeholder requests make it hard to allocate budget against business risk and delivery readiness.

Regulatory and customer assurance pressure

Leaders need coordinated evidence, policy ownership, risk treatment, supplier oversight, and management responses without overstating compliance.

Security incidents expose governance gaps

Response plans may exist, but authority, communication, legal coordination, business continuity, decision logs, and post-incident learning are not consistently managed.

Need an accountable security leadership model?

Discuss your risk priorities, existing team, regulatory context, and required level of CISO involvement.

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Who it is for

Suitable organisations, situations, and decision-makers

The service can support startups formalising security, growing SMBs responding to customer requirements, enterprises strengthening governance, regulated organisations, public-sector teams, professional-services firms, ecommerce businesses, and organisations undergoing cloud, data, AI, acquisition, or operating-model change.

Good fit

No permanent CISO is in place, or leadership cover is temporarily required.
The board needs decision-oriented security reporting and clear risk ownership.
Security strategy, governance, policy, risk, and programme priorities need alignment.
Customer, investor, insurer, regulator, or audit scrutiny is increasing.
Cloud, data, AI, digital, merger, or outsourcing programmes introduce new risk.
An existing security team needs senior direction, challenge, and stakeholder support.
The organisation can provide evidence, decision-makers, and accountable action owners.

May not be the right fit

A narrow vulnerability review, penetration test, or technical assessment is the only need.
A broader enterprise transformation programme is required before security governance can operate.
A software product alone can satisfy a clearly defined operational requirement.
A full-time permanent executive is required for daily onsite leadership and corporate officer duties.
The requirement is a licensed legal opinion, statutory audit, certification decision, or regulatory approval.
A platform vendor must perform proprietary configuration or product support.
The organisation is not prepared to disclose relevant evidence or assign owners to agreed actions.

Unsure which leadership model is appropriate?

We can help distinguish between a focused assessment, advisory engagement, fractional CISO, interim leadership, managed support, or permanent recruitment need.

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Use cases

Common Chief Information Security Officer engagement scenarios

Build the security function

Establish initial governance, risk methods, policies, reporting, priorities, roles, and supplier arrangements for a growing organisation.

Typical context: startup, scale-up, or newly independent business unit

Strengthen regulated governance

Coordinate risk, policy, evidence, management response, board oversight, third-party assurance, and remediation without claiming guaranteed compliance.

Typical context: financial, healthcare, public-sector, or regulated services

Improve board reporting

Replace activity-heavy dashboards with risk trends, decision points, accountability, dependencies, material incidents, assurance status, and programme outcomes.

Typical context: board scrutiny, investor diligence, or audit committee reporting

Lead transformation security

Embed security decisions into cloud, data, AI, ERP, ecommerce, acquisition, outsourcing, and digital-product programmes.

Typical context: complex change with multiple teams and suppliers

Respond to audit findings

Turn disconnected findings into a prioritised remediation plan with owners, evidence, dependencies, decision gates, and executive reporting.

Typical context: internal audit, customer assurance, or control review

Provide interim leadership

Maintain governance, escalation, reporting, programme momentum, and stakeholder confidence during recruitment, leave, transition, or organisational change.

Typical context: leadership gap or planned handover

Capabilities

Core CISO leadership and advisory capabilities

Strategy and executive governance

Business-aligned security strategy, risk appetite support, executive decision frameworks, governance forums, role design, board and committee reporting, budget input, and programme prioritisation.

Risk, policy, and assurance

Risk identification and treatment, policy lifecycle, control ownership, exception management, audit response, supplier assurance, evidence standards, and independent challenge of proposed solutions.

Architecture and programme oversight

Security requirements for cloud, data, AI, applications, infrastructure, identity, integration, software delivery, acquisitions, and outsourcing, with clear escalation where specialist design or testing is required.

Incident, resilience, and operations

Incident governance, crisis decision support, communication coordination, response readiness, post-incident review, security operations oversight, business continuity alignment, and operational metric review.

People and capability building

Security team direction, role clarity, stakeholder education, executive briefings, awareness governance, recruitment input, supplier coordination, mentoring, succession planning, and knowledge transfer.

Deliverables

Typical outputs from a CISO engagement

Deliverables are selected according to need, evidence, authority, maturity, and the chosen engagement model.

Representative CISO deliverables and client participation
Deliverable	What it includes	Format	Client input required
Security strategy and roadmap	Business priorities, risk themes, target state, initiatives, sequencing, dependencies, ownership, and investment considerations.	Executive document, roadmap, presentation	Strategy, budgets, transformation portfolio, risk appetite, sponsor decisions
Security governance model	Forums, decision rights, RACI, escalation, policy lifecycle, exception process, and reporting cadence.	Governance charter and operating calendar	Organisation structure, committee mandates, accountable owners
Enterprise security risk register	Material scenarios, impact, likelihood, controls, treatment, owner, status, evidence, and acceptance decisions.	Working register and executive summary	Incidents, audit findings, architecture, asset and supplier information
Board security reporting pack	Risk trends, incidents, programme status, decisions, control concerns, dependencies, and forward outlook.	Board or committee pack	Reliable operational metrics, risk status, programme reporting
Policy and standards roadmap	Policy hierarchy, priorities, owners, review cycle, exceptions, communication, and evidence expectations.	Policy register and implementation plan	Existing policies, legal obligations, internal standards, process owners
Incident governance model	Roles, decision authority, escalation, communication, legal and privacy coordination, evidence, and post-incident review.	Playbook and decision matrix	Existing response plans, crisis teams, supplier arrangements, business continuity
Third-party security oversight	Segmentation, due diligence, contracting inputs, monitoring, exceptions, escalation, and offboarding controls.	Framework, questionnaire approach, register	Supplier inventory, contracts, criticality, procurement workflow
Capability and handover plan	Role needs, skills gaps, recruitment priorities, supplier model, training, documentation, and transition activities.	Capability roadmap and handover pack	Current team, operating constraints, target organisation, recruitment plans

Need a defined CISO scope and deliverable set?

Initial scoping can identify the most useful outputs, required client participation, and where specialist security or legal support is also needed.

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Delivery process

How DataConsultant delivers Chief Information Security Officer services

Executive discovery

Clarify business priorities, leadership expectations, authority, regulatory context, immediate concerns, and success measures.

Primary output: engagement charter

Evidence and risk review

Review policies, incidents, architecture, suppliers, audit findings, data flows, control evidence, and current programme activity.

Primary output: risk and maturity findings

Leadership priorities

Agree urgent actions, risk decisions, governance gaps, reporting needs, and a practical sequence for deeper work.

Primary output: priority action plan

Target operating model

Define accountability, forums, decision rights, policies, escalation, assurance, reporting, and service interfaces.

Primary output: governance and operating model

Roadmap and mobilisation

Prioritise initiatives, assign owners, identify dependencies, shape investment, and establish measurable delivery reporting.

Primary output: security roadmap

Ongoing leadership

Run governance, advise executives, challenge risk decisions, track delivery, report to the board, and transfer capability.

Primary output: recurring leadership and assurance pack

Technology and frameworks

Platforms, controls, and reference frameworks considered

The CISO service is vendor-neutral. Relevant technology and frameworks are considered in relation to business risk, existing architecture, obligations, operational maturity, and available evidence.

Technology environments

Security capabilities

Reference frameworks

Need security leadership across a mixed technology estate?

We can map responsibilities, assurance needs, supplier interfaces, control evidence, and decision routes across internal and third-party environments.

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Engagement models

Flexible ways to access CISO leadership

Comparison of common CISO engagement models
Model	Best suited to	Typical focus	Important considerations
Advisory CISO	Leadership teams with an internal security owner	Strategy, challenge, board advice, major decisions, periodic review	Internal ownership remains essential between advisory sessions
Virtual CISO	Organisations needing remotely delivered leadership and governance	Recurring oversight, reporting, risk, policy, coordination, assurance	Availability, authority, response expectations, and operational interfaces must be defined
Fractional CISO	Businesses requiring a regular portion of senior executive capacity	Leadership cadence, programme direction, board reporting, team management	Time allocation must match workload and decision complexity
Interim CISO	Leadership gaps, transition, recruitment, or organisational change	Continuity, stabilisation, immediate priorities, handover, recruitment support	Temporary mandate and permanent-state plan should be agreed early
Project CISO	Cloud, data, AI, M&A, product, or transformation programmes	Security governance, architecture challenge, risk decisions, assurance gates	Programme and enterprise security accountabilities must remain aligned
Managed security leadership	Organisations needing sustained governance plus coordinated specialist support	CISO oversight, reporting, supplier coordination, operational reviews, improvement	Service boundaries, specialist dependencies, and escalation coverage require clear documentation

Illustrative examples

How the service can be applied in practice

The following examples are illustrative scenarios, not customer claims or guaranteed outcomes.

Example 1 · Growing technology business

Move from informal security activity to executive governance

Situation: Customer questionnaires, enterprise sales, and investor scrutiny are increasing, but security ownership and evidence are fragmented.

Approach: Establish a risk register, policy roadmap, decision forums, board reporting, supplier oversight, and a phased security programme.

Decision value: Leaders gain a documented basis for priorities, ownership, investment, and customer assurance responses.

Example 2 · Regulated service provider

Coordinate audit remediation and management assurance

Situation: Multiple findings are being addressed independently, with inconsistent evidence, unclear owners, and limited executive visibility.

Approach: Consolidate findings, map obligations, assign accountable owners, prioritise treatment, define evidence, and report progress through governance.

Decision value: Management can see material dependencies, overdue actions, accepted risks, and where specialist validation remains necessary.

Example 3 · Cloud and data transformation

Embed security decisions into programme delivery

Situation: New platforms, suppliers, data flows, identities, and operating processes are being introduced across a complex programme.

Approach: Define security principles, assurance gates, risk escalation, data protection expectations, supplier responsibilities, and acceptance criteria.

Decision value: Programme leaders can identify unresolved risks before major commitments and maintain a clear record of accepted decisions.

Example 4 · Interim leadership transition

Maintain continuity while recruiting a permanent CISO

Situation: The previous security leader has left during an active programme and upcoming board review.

Approach: Stabilise governance, review urgent risks, maintain reporting, support the team, clarify priorities, and prepare a structured handover.

Decision value: Critical responsibilities remain visible while the organisation defines the permanent leadership requirement.

Outcomes and KPIs

Expected outcomes and practical measures

Outcomes should be measured against an agreed baseline. Security leadership can improve decision quality and operating discipline, but no provider can guarantee the absence of incidents, audit findings, or regulatory concerns.

Illustrative CISO outcomes and measurement approach
Outcome	Possible measures	Baseline required	Important limitation
Clear accountability	Named risk owners, governance attendance, decision closure, overdue actions	Current roles, committees, and open actions	Ownership does not ensure action without executive enforcement
Better risk visibility	Material risks reviewed, treatment status, accepted risk, trend and dependency reporting	Existing risk records and reporting quality	Risk estimates depend on available evidence and judgement
More disciplined programme delivery	Roadmap milestones, control implementation, assurance gates, dependency resolution	Current portfolio and delivery reporting	Delivery remains dependent on funding, teams, vendors, and business change
Improved incident readiness	Exercises, role clarity, escalation tests, action closure, post-incident reviews	Current plans, incidents, and exercise records	Readiness cannot eliminate incident uncertainty
Stronger assurance evidence	Evidence completeness, policy review, supplier assessments, audit issue progress	Existing evidence repositories and findings	Readiness support is not certification or statutory audit
Effective knowledge transfer	Documented processes, internal ownership, training completion, handover acceptance	Current skills and documentation	Capability retention depends on staffing and continued practice

Pricing factors

What affects the cost of CISO services?

A reliable estimate requires initial scoping. Pricing is based on the level of responsibility, organisational complexity, required availability, and the work needed to produce defensible decisions and deliverables.

Leadership scope

Advisory, virtual, fractional, interim, project, managed, or a blended model.

Time and availability

Meeting cadence, preparation, onsite work, travel, incident support, and response expectations.

Organisation complexity

Business units, jurisdictions, regulated entities, suppliers, technology estate, and stakeholder count.

Security maturity

Evidence quality, policy coverage, open findings, incident history, control gaps, and programme backlog.

Deliverable depth

Board packs, strategy, risk assessment, operating model, policies, roadmaps, and assurance documentation.

Specialist dependencies

Legal review, penetration testing, cloud engineering, privacy advice, forensics, certification, or audit support.

Transformation workload

Cloud, data, AI, M&A, product, outsourcing, and programme assurance requirements.

Transition needs

Recruitment support, team mentoring, vendor handover, operating procedures, and permanent-state mobilisation.

Request a scope-based estimate

Share your required leadership model, main risks, business context, availability expectations, and priority deliverables.

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Why DataConsultant

Security leadership connected to data, AI, technology, and business governance

DataConsultant approaches CISO work as an executive governance and delivery responsibility, not only a technical checklist. The service can coordinate business priorities, security risk, data and AI considerations, platform change, supplier dependencies, and measurable programme action.

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Evidence-conscious advice

Findings, assumptions, limitations, decisions, and unresolved questions are documented rather than hidden behind generic maturity labels.

Business and technical translation

Security concerns are framed in terms executives, boards, engineers, risk teams, and operational owners can act on.

Vendor-neutral coordination

The engagement can work with internal teams, platform vendors, managed providers, assessors, and specialist firms while keeping accountability clear.

Practical transition

Knowledge transfer, role clarification, documentation, handover, and capability building are included according to scope.

Security, quality, privacy, and compliance

Controls that support responsible CISO delivery

The engagement handles sensitive business, technical, employee, customer, supplier, and incident information. Controls are adapted to the client environment and documented scope.

Access and confidentiality

Role-based access, least privilege, multi-factor authentication where available, confidentiality obligations, secure credential handling, and prompt access removal.

Data minimisation and transfer

Collect only information necessary for the engagement, use approved transfer channels, consider encryption, and avoid unnecessary replication of sensitive records.

Evidence and quality review

Maintain version control, decision logs, source references, review records, assumptions, limitations, and defined acceptance routes for important deliverables.

Retention and deletion

Agree retention, archival, return, and deletion expectations for working papers, reports, credentials, exports, and client-provided evidence.

Third-party and residency review

Identify material subcontractor, platform, cross-border, data-residency, and supplier dependencies before sensitive information is shared.

Incident and continuity arrangements

Define incident escalation, communication, backup coverage, segregation of duties, business continuity, and change control for ongoing services.

Scope boundary: DataConsultant can provide consulting, leadership, programme oversight, analytical support, implementation coordination, operational governance, and compliance enablement. The service does not constitute legal advice, statutory audit, certification, regulatory approval, or a guarantee of security or compliance. Specialist engineering, forensics, testing, legal, and audit services must be separately scoped where required.

Delivery environment

Working across the organisation’s technology ecosystem

Effective CISO leadership depends on clear interfaces between business ownership, risk and compliance, technology delivery, security operations, data and AI teams, suppliers, and executive governance.

Business and boardRisk appetite, priorities, investment, accountability, assurance, and decisions.

Risk, legal, privacyObligations, interpretation, contracts, incidents, evidence, and escalation.

Technology and dataArchitecture, cloud, applications, identities, data flows, AI systems, and change.

Security operationsMonitoring, response, vulnerabilities, access, threat information, and control health.

Suppliers and partnersDue diligence, shared responsibility, contractual controls, evidence, and offboarding.

Client participation required

Useful inputs normally include business strategy, risk registers, policies, architecture diagrams, asset and supplier information, incident records, audit findings, data-flow details, control evidence, programme plans, budgets, organisation charts, and access to accountable stakeholders.

Where evidence is unavailable, inconsistent, or restricted, the limitation is recorded. Recommendations should not be represented as validated facts without sufficient support.

Operational integration

The CISO cadence may include executive meetings, security governance, risk review, programme forums, architecture challenge, supplier escalation, incident readiness, board reporting, and action tracking. Frequency is agreed according to scope rather than assumed.

Client feedback

What organisations value in CISO leadership engagements

Representative feedback is presented below to illustrate the delivery qualities organisations value in a Chief Information Security Officer engagement.

CT★★★★★

“The engagement gave our leadership team a much clearer view of which security issues required executive decisions and which belonged in operational delivery. The strategy linked customer expectations, cloud risk, ownership, and investment without turning the board discussion into a technical presentation. Assumptions and unresolved dependencies were documented carefully.”

Chief Technology OfficerTechnology scale-up · fractional CISO support

RD★★★★★

“Stakeholder workshops were structured and balanced. Risk, privacy, legal, engineering, and operations teams could raise concerns without losing sight of the decisions we needed to make. The resulting decision log and governance calendar reduced ambiguity and gave the executive committee a practical way to track ownership and escalation.”

Risk DirectorFinancial services · security governance review

DO★★★★★

“We needed more than a policy refresh. The work clarified who owned security risks, how exceptions should be approved, and how audit actions would move through governance. The RACI and reporting pack were usable by both senior management and delivery teams, and the limits of the available evidence were stated openly.”

Director of OperationsHealthcare services · operating-model engagement

AP★★★★★

“The security principles were specific enough to guide our cloud and data programme without prescribing tools prematurely. Architecture decisions were connected to identity, data classification, supplier responsibilities, and operational support. This helped programme teams understand when a decision could proceed and when specialist testing or further assurance was required.”

Architecture Programme DirectorRetail group · cloud and data transformation

PL★★★★★

“The interim leadership support maintained momentum during a difficult transition. Governance meetings continued, urgent risks were escalated, and the security team had clear priorities rather than a growing list of disconnected requests. The handover pack, role expectations, and knowledge-transfer sessions also helped us prepare for the permanent appointment.”

People and Transformation LeadProfessional services · interim CISO transition

PM★★★★★

“Communication was consistent throughout the engagement, particularly when evidence was incomplete or stakeholders disagreed. Drafts were revised against documented comments, actions were tracked, and difficult risks were escalated without unnecessary alarm. The final board materials were concise, while the supporting documentation gave delivery teams enough detail to continue the work.”

PMO LeadPublic-sector programme · CISO advisory and reporting

Discuss Your Requirement

Frequently asked questions

Chief Information Security Officer service FAQs

What does a Chief Information Security Officer service include?

A CISO service can include security strategy, governance, risk management, policy oversight, board reporting, regulatory readiness, incident governance, third-party risk, security programme prioritisation, budget input, metrics, and leadership support. Final scope depends on organisational needs and accountability boundaries.

What is the difference between a virtual CISO and a fractional CISO?

Both provide external security leadership. Virtual CISO commonly describes remotely delivered advisory and operational oversight, while fractional CISO usually means a defined portion of an experienced security leader’s time. Responsibilities, authority, availability, and escalation arrangements should be documented.

When should an organisation engage an external CISO?

Common triggers include rapid growth, regulatory pressure, customer assurance demands, security incidents, leadership gaps, major cloud or data programmes, board scrutiny, audit findings, mergers, or the need to build a formal security programme without immediately recruiting a permanent executive.

Can DataConsultant act as the named accountable security officer?

The engagement can provide defined leadership and advisory responsibilities, but formal statutory, regulated, employment, officer, or fiduciary accountability must be confirmed by the client and appropriate legal or regulatory advisers. Authority and decision rights are agreed in writing.

How does a CISO engagement begin?

It normally begins with executive discovery, stakeholder interviews, review of business priorities, security evidence, policies, incidents, architecture, data flows, suppliers, audit findings, regulatory obligations, and current initiatives. This establishes priorities, risks, dependencies, and an agreed operating cadence.

What deliverables can be expected?

Deliverables may include a security strategy, risk register, governance charter, policy roadmap, board reporting pack, control improvement plan, incident governance model, third-party risk approach, security metrics, investment roadmap, role matrix, and knowledge-transfer materials.

How long does a CISO engagement take?

There is no reliable fixed duration before discovery. Timing depends on organisational size, regulatory scope, existing security maturity, evidence quality, stakeholder availability, number of business units, programme complexity, and whether support is advisory, fractional, interim, or managed.

How is CISO service pricing determined?

Pricing is influenced by scope, required seniority, time commitment, on-call expectations, number of entities and jurisdictions, security maturity, regulatory complexity, meeting cadence, programme workload, reporting requirements, onsite needs, and whether specialist implementation support is included.

Which standards and frameworks may be considered?

Depending on context, recognised security, risk, privacy, cloud, resilience, and service-management frameworks may be used as reference points. Selection must reflect the organisation’s sector, contracts, jurisdictions, internal policies, and regulator expectations and should be reviewed by authorised specialists.

Does the service guarantee compliance or certification?

No. The service can support governance, evidence preparation, control improvement, and readiness activities, but it does not guarantee legal compliance, certification, regulatory approval, audit outcomes, or freedom from security incidents.

Can DataConsultant work with our internal security team and suppliers?

Yes. The CISO can work with executives, technology, data, privacy, legal, risk, audit, operations, engineering, procurement, managed service providers, and specialist security vendors. Clear responsibilities and escalation paths are established to prevent gaps or duplication.

How are CISO outcomes measured?

Measures can include risk treatment progress, control ownership, overdue action closure, incident response readiness, third-party review coverage, policy adoption, board reporting quality, security programme delivery, audit issue closure, awareness completion, and budget alignment. Baselines and attribution limits should be documented.