Cybersecurity Analytics

Privacy by Design

Organisations regularly introduce new systems, services, products, applications, and ways of using information. These initiatives may improve customer experience, increase efficiency, or create new business opportunities. However, they may also change how personal data is collected, accessed, analysed, shared, and retained.

Privacy concerns are much more difficult and expensive to resolve when they are identified shortly before launch or after a solution is already in use. At that stage, technical decisions may have been finalised, contracts signed, information collected, and business processes established.

Privacy by Design helps organisations consider data protection requirements from the beginning of an initiative and throughout its lifecycle. At CA, we help integrate privacy into project planning, technology development, procurement, and operational change without creating unnecessary delays or administrative barriers.

Why This Matters

Privacy risks often begin with decisions that appear reasonable when considered separately. A project may collect additional information in case it becomes useful later. A system may retain data indefinitely because no deletion process has been defined. A supplier may receive broader access than necessary because roles and permissions were not reviewed during implementation.
Individually, these decisions may not appear significant. Together, they can create unnecessary exposure, complex compliance obligations, and a greater impact if personal data is lost, misused, or accessed without authorisation.
When privacy is considered early, organisations have more options. Data collection can be reduced, access can be limited, retention periods can be built into the system, and individuals can receive clear information about how their data will be used.
Privacy by Design helps you:

🎯

Identify privacy risks early

Recognise potential issues before important technical, contractual, or operational decisions become difficult to change.

📊

Collect only the data you need

Ensure that personal data is relevant, necessary, and proportionate to the intended business purpose.

🛡️

Build appropriate protection into solutions

Include privacy controls directly within systems, products, services, and processes rather than adding them after implementation.

🤝

Improve transparency and trust

Provide individuals with clear and accurate information about how their personal data is collected, used, shared, and protected.

💡

Support responsible innovation

Develop new digital services, analytics, automation, and artificial intelligence capabilities with a clearer understanding of their privacy implications.

Our Approach

We adapt Privacy by Design to the way your organisation develops projects, purchases technology, manages change, and makes decisions.
Our objective is not to introduce a separate privacy process for every activity. We help include proportionate privacy considerations within existing project, procurement, development, security, and risk management processes.

1

Understand the initiative and its use of personal data

We begin by understanding the objective of the proposed system, product, service, or business change.
We identify what personal data will be collected, where it will come from, why it is required, how it will be used, and who will have access to it. We also consider whether the information will be shared with suppliers, transferred between locations, combined with other data, or used to make decisions about individuals.
Practical questions help define the privacy context. Is all the requested information genuinely necessary? Could the business objective be achieved with less data? Will individuals reasonably expect their information to be used in this way? Could the initiative affect vulnerable individuals or create a significant impact on their rights?
This early understanding allows privacy requirements to be addressed before the design becomes fixed.

2

Identify and assess privacy risks

We assess how the proposed activity could affect individuals and the organisation.
Risks may arise from excessive data collection, unclear purposes, inappropriate access, inaccurate information, extended retention, unexpected secondary use, automated decision-making, insufficient transparency, or the involvement of external providers.
We also consider what could happen if the information were disclosed, changed, lost, or used in a way that individuals did not expect.
The assessment is proportionate to the nature and scale of the initiative. A routine internal change may require a short privacy review, while a complex or high-risk activity may require a formal Data Protection Impact Assessment.
The findings are documented clearly so that project owners and decision-makers understand the risks, proposed controls, and any issues requiring further attention.

3

Define privacy requirements and controls

Once the risks are understood, we translate them into practical design requirements.
These may include:
- Limiting data collection to information that is genuinely necessary
- Clearly defining and documenting the purpose of processing
- Establishing an appropriate lawful basis
- Restricting access according to roles and business needs
- Applying privacy-friendly default settings
- Protecting data through encryption, pseudonymisation, or anonymisation
- Separating information where full identification is not required
- Defining retention periods and secure deletion processes
- Providing individuals with clear privacy information
- Supporting access, correction, deletion, and other applicable rights
- Controlling how information is shared with external parties
- Recording decisions and maintaining appropriate evidence
We work with business, legal, privacy, security, technology, and operational teams to ensure that the requirements are realistic and properly understood.

4

Integrate privacy into development and change processes

Privacy should be considered throughout an initiative, not only during the initial assessment.
We help introduce practical review points within project management, system development, procurement, supplier onboarding, product design, and change management processes.
For technology projects, privacy requirements can be included in user stories, design documents, acceptance criteria, testing plans, and deployment checks. For procurement, privacy expectations can be addressed during supplier selection, due diligence, contract negotiations, and service reviews.
We also help establish clear escalation criteria. Teams should understand when they can apply standard requirements and when they need support from privacy, legal, security, or compliance specialists.
This creates a consistent approach without requiring every low-risk activity to go through an unnecessarily complex review.

5

Test privacy controls before implementation

A privacy control may look appropriate in a policy or design document but still fail to work as intended in practice.
Before implementation, we help verify that the agreed controls have been included and operate effectively. This may involve reviewing access permissions, testing privacy settings, checking data flows, confirming retention rules, assessing user notices, and validating processes for responding to individual rights requests.
We also confirm whether assumptions made during the initial assessment remain accurate. Projects frequently change during development, and new features, integrations, suppliers, or data uses may introduce risks that were not part of the original design.
Where gaps are identified, we help define corrective actions and determine whether they should be resolved before launch or managed through an agreed improvement plan.

6

Maintain privacy throughout the lifecycle

Privacy by Design does not end when a solution becomes operational.
Systems, services, and business processes change over time. New data may be collected, access may be expanded, suppliers may change, and information may be used for purposes that were not originally planned.
We help establish ownership, review schedules, change triggers, reporting arrangements, and processes for monitoring whether privacy controls remain effective.
A new privacy review may be required when there is a significant change to the technology, purpose, data, users, sharing arrangements, or level of risk. This ensures that privacy decisions remain relevant throughout the lifecycle of the initiative.

What Sets CA Apart

💬

Privacy connected to business decisions

We consider privacy within the wider context of business objectives, customer needs, technology choices, operational requirements, and organisational risk.

🛡️

Early and practical involvement

We help teams address privacy while options are still available, rather than raising concerns shortly before implementation.

🤝

Proportionate assessments

We adjust the depth of the review to the nature, scale, and risk of the initiative. Not every project requires the same level of analysis.

⚖️

Clear requirements

We translate privacy principles and regulatory expectations into specific actions that project, technology, procurement, and operational teams can understand.

🔗

Collaboration across teams

We bring together the people responsible for privacy, legal matters, information security, technology, procurement, compliance, and business delivery.

📋

Evidence-based governance

We help document important decisions, identified risks, implemented controls, approvals, and any accepted exceptions.

⚙️

Independent advice

Our recommendations reflect the purpose, data environment, capabilities, and risk profile of your organisation. They are not based on promoting a specific product or platform.

The Business Value

Privacy by Design with CA helps your organisation identify and manage privacy risks before they become expensive, disruptive, or difficult to correct.
It reduces the likelihood of unnecessary data collection, inappropriate access, unclear retention, insufficient transparency, and privacy controls that do not work in practice. It also creates better evidence of how privacy risks were considered and managed during the development of a system, product, or service.
Addressing privacy early can reduce the cost of redesign, prevent project delays, and make regulatory or customer reviews easier to manage. Teams receive clearer requirements, decision-makers gain better visibility into risk, and responsibilities are established before the solution becomes operational.
Privacy by Design can also improve the customer and employee experience. Clear information, sensible defaults, limited data collection, and meaningful choices demonstrate that the organisation respects the people whose information it uses.
Most importantly, Privacy by Design supports innovation. It allows organisations to introduce new technology, automation, analytics, and digital services with greater confidence because privacy has been considered as part of the solution rather than treated as an obstacle at the end.


Next Step

Privacy is most effective when it is built into decisions from the beginning.
Contact CA for an initial consultation. We will help you integrate practical privacy requirements into your projects, systems, products, procurement activities, and change processes.