Brand Governance, Ethics and Risk

Introduction

A brand is not governed by a logo alone. It is a promise expressed through products, services, employee behaviour, customer communications, data practices, partnerships and social impact. Brand governance is the system through which an organisation defines that promise, assigns responsibility for it, controls its use and responds when its credibility is threatened.

In competitive markets, strong governance protects brand consistency while allowing appropriate local adaptation. It also protects stakeholders. A brand that exaggerates environmental benefits, misuses personal data, excludes disabled customers or communicates irresponsibly can create legal, financial and reputational consequences. Ethical governance therefore extends beyond compliance: it asks whether brand decisions are truthful, fair, inclusive and responsible.

This chapter examines the structures and practices required to govern brands effectively. It covers ownership, brand guidelines, trademarks, privacy, accessibility, sustainability claims, diversity, misinformation, reputational crises and stakeholder communication.

Learning objectives

By the end of this chapter, you should be able to:

1. Explain the purpose and scope of brand governance.
2. Design a practical brand ownership and control system.
3. Distinguish brand guidelines from legal and operational controls.
4. Identify major ethical, regulatory and reputational risks.
5. Evaluate claims concerning privacy, accessibility, sustainability and diversity.
6. Apply a structured process for crisis and misinformation management.
7. Recommend responsible communication practices for internal and external stakeholders.

1. The foundations of brand governance

1.1 Meaning and scope

Brand governance is the coordinated system of policies, roles, processes and controls used to protect and develop a brand. It answers five practical questions:

• What does the brand stand for?
• Who is authorised to make decisions about it?
• Which uses of the brand are permitted or prohibited?
• How are risks identified and escalated?
• How is performance and compliance monitored?

Governance applies to visual identity, verbal identity, customer experience, product claims, digital channels, sponsorships, partnerships, employee advocacy, social media and intellectual property. It should operate across headquarters, business units, agencies, franchisees, distributors and suppliers.

Brand governance differs from brand management. Brand management focuses on creating value and achieving strategic objectives; governance establishes the boundaries, accountability and controls within which management operates. Governance is therefore an enabling discipline, not merely a policing function.

1.2 Why governance is strategically important

Weak governance creates several forms of value leakage. Different departments may use inconsistent messages, agencies may publish unapproved claims, local teams may alter brand assets, or customer-service practices may contradict advertising promises. Such inconsistencies reduce trust and increase costs.

Effective governance produces:

• Consistency: stakeholders receive recognisable and coherent signals.
• Protection: intellectual property and confidential information are safeguarded.
• Accountability: decision rights and escalation routes are clear.
• Resilience: the organisation can respond quickly to threats.
• Trust: communications are more credible and stakeholder-centred.
• Learning: incidents and feedback improve future decisions.

Consistency does not mean mechanical uniformity. A global brand may need culturally appropriate language, imagery or service design. The governance challenge is to distinguish non-negotiable elements from adaptable elements.

2. Designing the brand governance system

2.1 Governance architecture

A practical governance architecture normally includes four layers:

The exact structure depends on organisational size. A small organisation may assign several responsibilities to one person, while a multinational may establish a brand council chaired by a senior executive. The principle remains the same: responsibility must be explicit, documented and supported by authority.

2.2 Ownership and decision rights

A brand owner is accountable for the strategic integrity of the brand. This role does not necessarily mean that one individual approves every social-media post. Instead, the owner sets standards, allocates authority and ensures that material decisions receive appropriate review.

A responsibility matrix can clarify who is Responsible, Accountable, Consulted and Informed. For example:

A common failure is confusing consultation with approval. A consulted stakeholder gives advice; an accountable decision-maker owns the final decision. The distinction prevents both uncontrolled publishing and unnecessary bureaucracy.

2.3 Controls across the brand lifecycle

Governance should be embedded in the lifecycle of brand activity:

1. Plan: identify purpose, audience, proposition and possible harms.
2. Create: develop assets, messages, experiences and claims.
3. Review: check legal, ethical, accessibility, cultural and operational requirements.
4. Approve: record decision, owner, evidence and expiry date where relevant.
5. Publish or implement: use controlled channels and approved assets.
6. Monitor: track performance, complaints, media coverage and emerging risks.
7. Correct and learn: withdraw, amend or clarify material when necessary.

A control is useful only if it is proportionate and practicable. Excessive approval requirements encourage staff to bypass the system, whereas weak controls allow preventable errors. Risk-based governance concentrates specialist review on high-risk decisions, such as health claims, financial promotions, children’s marketing, political content, biometric data or claims about environmental impact.

3. Brand guidelines and control systems

3.1 What brand guidelines should contain

Brand guidelines convert strategic intent into usable decisions. A professional guideline document commonly includes:

• brand purpose, vision, values and positioning;
• audience and brand personality;
• logo construction, clear space, minimum size and permitted versions;
• colour, typography, imagery, iconography and motion principles;
• tone of voice, terminology and examples of preferred language;
• accessibility requirements for colour contrast, captions and readable formats;
• templates for presentations, digital content, packaging and signage;
• rules for co-branding, sponsorships and partner marks;
• prohibited uses and examples of incorrect application;
• approval routes, contact details and version history.

Guidelines should explain the reasoning behind important rules. A rule such as “do not place text over complex imagery” is more useful when linked to legibility, accessibility and recognition. Examples should include borderline cases, not only ideal executions.

3.2 Digital asset and version control

A central digital asset management system can reduce the use of obsolete logos, unlicensed images and unapproved templates. Each asset should have an owner, status, creation date, review date, usage conditions and, where relevant, licence expiry. Access should reflect role: most employees may download approved assets, while only authorised staff can alter master files.

Version control is particularly important when a brand identity changes. Old assets may remain on websites, packaging, sales presentations, software interfaces and partner platforms. A transition plan should identify affected locations, responsible owners, deadlines and customer-facing explanations.

3.3 Measuring governance effectiveness

Governance metrics should measure both control and outcomes. Useful indicators include:

• percentage of priority assets reviewed on schedule;
• number and severity of unauthorised brand uses;
• approval-cycle time for standard and high-risk work;
• proportion of digital content meeting accessibility checks;
• number of substantiated claims corrections;
• employee and partner training completion;
• recurring causes identified through incident reviews;
• stakeholder trust, complaint and resolution measures.

A high number of approvals does not necessarily indicate good governance. A better question is whether material risks are detected early without preventing legitimate innovation.

4. Intellectual property and trademarks

A brand may contain trademarks, copyright, design rights, domain names, trade secrets and contractual rights. The legal position differs by jurisdiction, so organisations should obtain qualified local advice rather than assume that registration in one country provides universal protection.

A trademark can distinguish goods or services through a word, name, symbol, shape, sound or other legally recognised sign. Registration may strengthen enforcement, but rights depend on factors such as jurisdiction, classification, distinctiveness, use and renewal. A clearance search before adoption can identify conflicting marks and reduce the risk of expensive rebranding.

Good trademark governance includes:

• maintaining a register of marks, owners, territories, classes and renewal dates;
• using marks consistently and avoiding alteration that weakens distinctiveness;
• monitoring confusingly similar uses and counterfeit activity;
• controlling licensing and co-branding agreements;
• defining permitted use by agencies, distributors and franchisees;
• protecting domain names and relevant social handles;
• retaining evidence of use and approvals.

Trademark protection does not justify suppressing all third-party commentary. Comparative advertising, journalism, parody and consumer discussion may be protected in some circumstances. Enforcement should therefore be proportionate, evidence-based and reviewed by legal specialists.

Copyright governance is also important. Marketing teams should verify rights for photographs, music, fonts, illustrations, user-generated content and artificial-intelligence-assisted outputs. A supplier’s statement that an asset is “available online” is not proof of permission to use it commercially.

5. Ethics and responsible brand communication

5.1 Beyond legal compliance

Law establishes minimum obligations, while ethics addresses the broader question of what stakeholders reasonably deserve. A communication may be technically lawful yet misleading in context, exploitative in tone or unfairly targeted at a vulnerable audience.

A useful ethical review asks:

1. Is the statement accurate and supported by reliable evidence?
2. Could a reasonable audience misunderstand the overall impression?
3. Are important limitations prominent enough to be understood?
4. Does the communication exploit vulnerability, fear or lack of knowledge?
5. Are affected people represented with dignity and agency?
6. Would the organisation defend the decision transparently if it became public?

The final question is not a substitute for formal analysis, but it can reveal reputational and moral risks that a narrow compliance checklist misses.

5.2 Truthfulness and substantiation

Claims should be specific, current and supported before publication. This applies to performance, price, safety, health, social impact, environmental benefit and comparative claims. Evidence should match the exact wording and conditions of the claim. A study showing that one product feature reduces energy use under laboratory conditions does not automatically support a claim that the entire product is “eco-friendly.”

Disclaimers do not cure a dominant misleading impression. If the main headline creates an exaggerated impression, a small footnote may be ineffective. Claims should be reviewed for prominence, context, audience comprehension and likely interpretation.

5.3 Privacy and data ethics

Brand activity increasingly depends on customer data, including identity information, browsing behaviour, location, purchase history and inferred preferences. Privacy governance should be designed into campaigns and customer experiences rather than added after implementation.

Key principles commonly found in data-protection regimes include purpose limitation, data minimisation, transparency, security, accuracy, retention control and respect for individual rights. Organisations should identify the lawful basis for processing where applicable, provide understandable notices, control vendors and assess higher-risk processing.

Practical controls include:

• collecting only data needed for a defined purpose;
• obtaining valid consent where consent is the appropriate basis;
• separating marketing preferences from unrelated terms;
• offering accessible opt-out and deletion mechanisms;
• limiting staff and supplier access;
• encrypting or otherwise protecting sensitive information;
• setting retention periods and securely deleting data;
• testing algorithms for unfair targeting or exclusion.

Personalisation can improve relevance, but excessive inference may feel intrusive. Ethical practice considers not only whether data use is permitted, but whether it is reasonably expected by the individual.

5.4 Accessibility and inclusion

Accessibility means designing communications and experiences so that people with disabilities can perceive, understand, navigate and use them. It includes websites, apps, packaging, retail environments, events, customer service and multimedia content.

Common practices include meaningful alternative text, captions and transcripts, keyboard navigability, sufficient colour contrast, readable typography, clear language, descriptive links and compatibility with assistive technologies. Accessibility should be tested with automated tools and, where possible, people with relevant lived experience.

Inclusion also concerns representation and participation. Diversity should not be reduced to casting different groups in advertising while products, workplaces or service systems remain inaccessible. An organisation should examine who is consulted, who benefits, who bears risk and who has authority to challenge decisions.

6. Sustainability claims and responsible purpose

Sustainability communication is high risk because audiences may interpret broad terms such as “green,” “clean,” “ethical” or “carbon neutral” as comprehensive claims. Responsible claims identify the subject, evidence, boundary, timeframe and limitations.

Before publishing an environmental claim, ask:

• What precise attribute is being claimed?
• Does it apply to the product, packaging, process or organisation?
• What baseline and method support the comparison?
• Are all relevant life-cycle stages considered?
• Is the evidence independently reviewed where appropriate?
• Are offsets, renewable-energy instruments or future commitments clearly described?
• Could ordinary consumers interpret the claim more broadly than intended?

A credible sustainability programme aligns communication with operational change, measurable targets, governance and transparent progress reporting. Purpose-led branding becomes vulnerable when promotional language exceeds actual performance. Greenwashing can produce regulatory scrutiny, consumer distrust, investor concern and employee disengagement.

7. Diversity, cultural respect and stakeholder power

Brands operate within social contexts shaped by history, inequality and cultural meaning. An image, slogan, colour or gesture that appears harmless to one team may be offensive or exclusionary to another. Cultural review should occur before launch, especially for global campaigns, sensitive topics and representations of marginalised groups.

Responsible practice includes diverse decision-makers, paid consultation where specialist knowledge is requested, avoidance of tokenism, accurate portrayal and mechanisms for feedback. Consultation does not mean that one individual can speak for an entire community; it means that relevant perspectives are included and decisions are examined critically.

Stakeholder communication should also recognise power differences. Customers may have limited ability to contest a platform’s decision; employees may fear retaliation; suppliers may depend economically on a dominant buyer. Ethical governance provides safe escalation channels, protects whistleblowers where required and avoids shifting responsibility onto less powerful parties.

8. Reputational risk, misinformation and crisis response

8.1 Understanding reputational risk

Reputational risk is the possibility that stakeholder perceptions will reduce trust, support or organisational value. It can arise from misconduct, product failure, poor service, employee behaviour, cyber incidents, misleading claims, activist criticism or misinformation.

Risk assessment should consider at least four dimensions:

• Likelihood: how plausible is the event?
• Impact: what harm could result to people, operations, finances and trust?
• Speed: how quickly could the issue spread or escalate?
• Control: how much influence does the organisation have over causes and consequences?

A simple qualitative risk matrix can classify issues as low, medium or high, but it should not create false precision. A low-probability event involving serious harm may require stronger preparation than a frequent but minor complaint.

8.2 Crisis preparation

A crisis plan should define activation thresholds, roles, contact lists, approval authority, holding-statement procedures, monitoring tools, employee guidance, customer support and post-incident review. Exercises should test decision-making under incomplete information.

The crisis team usually combines communications, legal, operations, security, customer service, human resources and senior leadership. Subject-matter experts should be available when the issue concerns health, safety, technology, environment or public policy.

8.3 Responding to misinformation

Misinformation is false or inaccurate information, whether shared deliberately or unintentionally. Not every false statement merits a response. Repeating a minor rumour can increase its visibility, while ignoring a false claim may allow it to shape behaviour.

A response decision should consider reach, potential harm, audience confusion, search visibility, evidence strength and the organisation’s ability to provide a credible correction. Effective responses:

1. verify facts before publication;
2. distinguish known facts, unknowns and opinions;
3. correct the specific error without amplifying unnecessary details;
4. use accessible evidence and trusted channels;
5. explain what action is being taken;
6. update stakeholders when facts change.

Organisations should not manufacture certainty. A transparent statement such as “we are investigating and will provide an update by a stated time” can be more credible than speculation.

8.4 Stakeholder communication during a crisis

A crisis statement should be timely, humane, accurate and proportionate. It should acknowledge affected people, avoid blame-shifting, explain immediate action and provide a route for assistance or further information. Legal review is valuable, but excessive delay or defensive language can increase distrust.

Employees are important stakeholders and should not learn major developments only through public media. Internal communication should provide approved facts, reporting routes and guidance on representing the organisation publicly. However, employees should not be instructed to conceal wrongdoing or attack critics.

9. Technology and artificial intelligence

Artificial intelligence can support brand governance through asset classification, accessibility checking, social listening, anomaly detection and first-stage policy review. It can also introduce risks: fabricated evidence, copyright disputes, biased outputs, privacy breaches, undisclosed synthetic content and inconsistent brand voice.

Human accountability remains essential. Organisations should document approved uses, data sources, review requirements and prohibited uses. AI-generated content should be checked for factual accuracy, rights clearance, accessibility, cultural sensitivity and unintended disclosure of confidential information. Automated monitoring can flag a potential issue, but it cannot reliably determine context, intent or appropriate moral response without human judgement.

10. Applied case: GreenSpring Homecare

The following is an illustrative fictional case.

Background

GreenSpring Homecare, a regional household-products company, launched a concentrated cleaning product in recyclable packaging. Its campaign described the product as “100% planet safe” and showed leaves, oceans and wildlife. The company also used a third-party data platform to target households identified as environmentally concerned.

Problem

A consumer organisation challenged the campaign. The product’s bottle was recyclable only in some local systems, the formulation had not been assessed across its complete life cycle, and the data platform had inferred household characteristics without clear consumer understanding. A disability advocacy group also reported that the campaign’s online video had no captions or transcript.

Analysis

The brand team initially argued that the claims reflected the product’s lower packaging weight. Governance review identified four failures:

1. the claim was broader than the evidence;
2. the recycling statement omitted geographic limitations;
3. data use had not been assessed for transparency and expectation;
4. accessibility checks were absent from the approval process.

The issue was both legal and ethical. Even if one element of the wording could be defended, the overall presentation risked giving consumers a misleading impression.

Approach and solution

The company paused the campaign, preserved relevant evidence and appointed a cross-functional response team. It replaced “100% planet safe” with a specific, qualified statement about reduced packaging weight, explained local recycling limitations and commissioned an independent review of environmental evidence. It suspended the targeting segment until the privacy notice, vendor controls and opt-out process were revised. Captions, transcripts and improved colour contrast were added to digital content.

The company also introduced a claims register requiring an evidence owner, expiry date, geographic scope and legal or specialist review for high-risk claims. Training was provided to marketing, procurement and agencies.

Outcome

GreenSpring received criticism for the original campaign but reduced further escalation by acknowledging the problem and publishing its corrective actions. Subsequent campaigns took longer to approve but produced fewer corrections and improved accessibility compliance. The incident also encouraged the product team to invest in packaging systems rather than rely primarily on promotional language.

Learning points

• Brand purpose must be supported by operational evidence.
• A broad visual impression can undermine a narrowly worded disclaimer.
• Privacy, accessibility and sustainability should be integrated into campaign planning.
• Early acknowledgement and correction can protect trust better than denial.
• Governance creates value when it improves decisions, not merely when it blocks publication.

11. Challenges and limitations of governance

Governance systems face several tensions. Global standards may conflict with local law or cultural expectations. Fast-moving social channels may outpace approval processes. Excessive centralisation can suppress local insight, while excessive decentralisation can fragment identity. Legal review may reduce immediate risk but fail to address moral concerns or stakeholder trust.

Governance can also become symbolic. A lengthy policy that employees cannot understand, locate or apply is weaker than a concise system supported by training, examples and accessible expert advice. Metrics may encourage superficial compliance if teams are rewarded only for speed or completion rates. Finally, no control system eliminates risk. It reduces exposure and improves response; leadership must still make judgements under uncertainty.

12. Best-practice implementation roadmap

An organisation introducing or improving brand governance can proceed in stages:

1. Diagnose: inventory brand assets, claims, channels, owners, suppliers and known incidents.
2. Prioritise: identify high-impact risks involving safety, privacy, vulnerable audiences, intellectual property and public trust.
3. Assign ownership: define accountable executives, operational owners and escalation routes.
4. Codify standards: create concise brand, claims, data, accessibility, partnership and crisis policies.
5. Enable users: provide templates, examples, training, asset libraries and expert support.
6. Integrate review: build controls into procurement, campaign, product and technology workflows.
7. Monitor: combine audits, stakeholder feedback, social listening, complaints and performance data.
8. Improve: review incidents without scapegoating, correct root causes and update standards.

The mature objective is not zero criticism or zero incidents. It is a brand system that is recognisable, accountable, evidence-based, inclusive and capable of learning.

Chapter Summary

Brand governance is the system of roles, policies, controls and assurance processes that protects a brand and enables responsible development. It covers strategy, identity, customer experience, intellectual property, data, communications, partnerships and crisis response.

Effective governance assigns decision rights clearly, distinguishes accountability from consultation and uses risk-based controls. Brand guidelines should translate strategy into practical rules for visual identity, language, accessibility, co-branding and digital assets. Trademarks and copyright require systematic registration, monitoring, licensing and rights clearance.

Ethical brand management requires more than legal compliance. Claims should be accurate, substantiated and presented in a way that avoids misleading overall impressions. Privacy practice should respect purpose, transparency, minimisation, security and individual choice. Accessibility and diversity should be embedded in design and decision-making rather than treated as promotional decoration. Sustainability claims require precise boundaries, credible evidence and alignment between communication and operational performance.

Reputational resilience depends on preparation, cross-functional responsibility, timely correction and honest stakeholder communication. Artificial intelligence can assist governance but does not replace human accountability. The strongest governance systems are proportionate, usable, measurable and designed to learn from incidents.

Key Terms

Brand governance: The system of policies, roles, processes and controls used to direct and protect a brand.

Brand owner: The person or function accountable for the strategic integrity of a brand.

Brand guidelines: Documented standards governing a brand’s visual, verbal and experiential expression.

Decision rights: Defined authority to make, approve or reject particular decisions.

Risk-based governance: A control approach that concentrates attention according to potential likelihood and impact.

Trademark: A legally protected sign that distinguishes the goods or services of one party from another.

Copyright: Legal protection for qualifying original creative works.

Trade secret: Confidential information that provides value because it is not generally known and is protected by reasonable measures.

Claims substantiation: Evidence demonstrating that a marketing or public claim is accurate and supportable.

Privacy by design: Integrating privacy protections into systems and processes from the beginning.

Data minimisation: Collecting and using no more personal data than is necessary for a defined purpose.

Accessibility: Designing products, services and communications for use by people with diverse abilities.

Greenwashing: Creating a misleading impression about environmental performance or benefit.

Stakeholder: An individual or group affected by, or able to affect, an organisation’s decisions.

Reputational risk: The possibility that perceptions of organisational conduct will harm trust or value.

Misinformation: False or inaccurate information, whether shared deliberately or unintentionally.

Crisis communication: Planned communication during an event that threatens people, operations or trust.

Digital asset management: The controlled storage, description, access and distribution of brand assets.

Accountability: The obligation to own a decision and explain its consequences.

Review Questions

Short Answer Questions

1. What is brand governance, and how does it differ from brand management?
2. Identify four elements that should appear in brand guidelines.
3. Why should sustainability claims be specific and evidence-based?
4. State three principles commonly associated with responsible privacy practice.
5. What is the purpose of a crisis communication plan?

Long Answer Questions

1. Explain how a responsibility matrix can improve brand decision-making. Use an example involving a high-risk marketing claim.
2. Discuss the relationship between trademark protection, copyright control and brand consistency.
3. Analyse why accessibility and diversity should be treated as governance issues rather than only communication issues.
4. Explain how an organisation can prepare for and respond to misinformation without increasing its visibility.
5. Evaluate the main tensions between global brand consistency and local cultural adaptation.

Analytical / Application Questions

1. A retailer wants to claim that its clothing range is “completely sustainable” because some garments use recycled fibres. Identify the governance questions, evidence requirements and safer communication approach.
2. An employee discovers that a campaign uses customer location data in a way not clearly explained in the privacy notice. Design an escalation and corrective-action process.
3. A brand receives viral criticism after a spokesperson makes an offensive statement. Develop a first-day response plan covering verification, stakeholder communication, accountability and longer-term governance improvements.

Multiple Choice Questions with Answers

Question 1

Which statement best describes brand governance?

A. The process of selecting a logo for a new product

B. The system of roles, policies and controls used to direct and protect a brand

C. A method for calculating advertising reach

D. A short-term promotional campaign

Correct Answer: B. The system of roles, policies and controls used to direct and protect a brand

Question 2

Who is normally accountable for the strategic integrity of a brand?

A. The brand owner

B. Any external supplier

C. The newest employee

D. The media audience

Correct Answer: A. The brand owner

Question 3

What is the main purpose of a digital asset management system?

A. To eliminate the need for brand guidelines

B. To store and control approved brand assets and their versions

C. To guarantee that all campaigns are successful

D. To replace legal review of trademarks

Correct Answer: B. To store and control approved brand assets and their versions

Question 4

Which practice best supports responsible sustainability communication?

A. Using broad environmental language without evidence

B. Hiding limitations in an unreadable footnote

C. Defining the claim’s scope, evidence, timeframe and limitations

D. Using nature imagery instead of product information

Correct Answer: C. Defining the claim’s scope, evidence, timeframe and limitations

Question 5

Which principle means collecting no more personal data than is needed?

A. Data minimisation

B. Brand extension

C. Co-branding

D. Trademark dilution

Correct Answer: A. Data minimisation

Question 6

Why are accessibility checks part of brand governance?

A. They ensure that only senior managers can access content

B. They help people with diverse abilities perceive and use communications and services

C. They make all campaigns identical across countries

D. They remove the need for customer research

Correct Answer: B. They help people with diverse abilities perceive and use communications and services

Question 7

What is a suitable first step when a possible misinformation incident is identified?

A. Immediately repeat the rumour on every channel

B. Verify the facts and assess potential harm and reach

C. Delete all customer comments

D. Blame an external supplier before investigating

Correct Answer: B. Verify the facts and assess potential harm and reach

Question 8

Which statement about brand guidelines is most accurate?

A. They should contain only logo specifications

B. They should provide practical standards, examples and approval information

C. They eliminate the need for judgement in every situation

D. They apply only to the marketing department

Correct Answer: B. They should provide practical standards, examples and approval information

Question 9

What is greenwashing?

A. A legally required trademark renewal

B. A misleading impression about environmental performance or benefit

C. A method of encrypting customer data

D. A process for translating brand guidelines

Correct Answer: B. A misleading impression about environmental performance or benefit

Question 10

Why should AI-generated brand content receive human review?

A. AI outputs are always unusable

B. Human review helps assess accuracy, rights, bias, privacy and context

C. Human review guarantees that a campaign will go viral

D. AI cannot produce text or images

Correct Answer: B. Human review helps assess accuracy, rights, bias, privacy and context