For years, technological change in public affairs has largely meant learning a new database, subscribing to a better political monitoring service or becoming more sophisticated in the use of social media.
Artificial Intelligence is beginning to change that much more fundamentally.
Most public affairs professionals are already becoming familiar with generative A.I — drafting briefings, summarising reports, analysing consultations or producing initial stakeholder lists.
But Vibe Coding takes us into very different territory.
Rather than simply asking A.I to produce a piece of content, Vibe Coding allows professionals to describe a tool, application, dashboard or system they want to create and then work conversationally with A.I to build and refine it.
The expression was popularised by A.I researcher Andrej Karpathy in 2025. At its simplest, the idea is that instead of manually writing every line of computer code, you explain in ordinary language what you want a system to do and allow A.I to help construct it.
For Public Affairs Managers, that could be enormously significant.
Much of a senior public affairs role involves organising, connecting, interpreting and acting upon information. Those are precisely the kinds of activities where A.I-powered tools can potentially make a difference.
Public Affairs Is Already a Systems Job
Consider the responsibilities contained in a typical Head of Public Affairs vacancy.
The role might require someone to:
- lead engagement with Ministers, Parliament, officials and political stakeholders;
- design and deliver integrated public affairs campaigns;
- manage strategic stakeholder engagement;
- translate complex policy developments;
- advise senior management;
- coordinate organisational priorities;
- lead and develop a public affairs team.
None of these responsibilities disappears because of A.I.
Political judgement, relationships, experience and an understanding of Westminster remain fundamental.
However, surrounding each of those responsibilities is a considerable amount of process and administration.
A Public Affairs Manager constantly needs answers to questions such as:
- Who are our priority parliamentarians?
- When did we last engage with them?
- What did they say?
- Which stakeholders are becoming more influential?
- What parliamentary opportunities are approaching?
- Which commitments has Government made?
- What has changed since last week’s political briefing?
- Which actions remain outstanding?
- Who in the team owns each action?
- Where are the political risks?
- What needs to be escalated to senior management?
Traditionally, the answers may be spread across Excel spreadsheets, CRM systems, emails, meeting notes, monitoring reports, PowerPoint presentations and the institutional memory of the public affairs team.
Vibe Coding opens up the possibility of building practical tools around these problems.
What Does Vibe Coding Actually Look Like?
Imagine that you are running a major public affairs campaign.
Instead of opening another blank spreadsheet, you could describe the system you want to create:
“Build me a stakeholder dashboard for this campaign. I want to record each stakeholder’s organisation, political influence, position on our issue, previous engagement, last meeting, next action and relationship owner. I also want to filter stakeholders by political party, institution and level of influence.”
An A.I coding platform can then begin constructing that tool.
Once the first version appears, you can refine it conversationally:
“Add a traffic-light system showing the strength of our relationship.”
Then:
“Create a page showing stakeholders requiring action this month.”
You could go further:
“Give me a dashboard showing our ten highest-priority political relationships.”
Finally:
“Allow me to generate a briefing before each stakeholder meeting.”
That process of describing, testing, adjusting and refining is at the heart of Vibe Coding.
You do not necessarily need to know how to write traditional computer code.
More importantly, you need to know what the system should do.
Why This Matters for Public Affairs Managers
A Public Affairs Manager is not expected to become a software engineer.
The opportunity is very different.
Vibe Coding could allow experienced professionals to prototype tools that reflect the way their teams actually work.
That might mean turning a complicated spreadsheet into a dashboard, creating a better system for recording political intelligence or building a tool that helps the team organise campaign activity.
The advantage experienced public affairs professionals have is their domain knowledge.
A programmer may understand software development better than you do.
However, they may not understand why a Written Parliamentary Question matters.
They may not recognise the significance of a Bill entering Committee Stage.
Nor will they necessarily understand why one Select Committee Chair, Ministerial adviser or senior official matters more to your campaign than another.
You understand those distinctions.
That expertise becomes particularly valuable when A.I lowers the technical barrier between identifying a problem and creating a prototype solution.
Seven Things a Public Affairs Team Could Build
Here are some practical examples.
- Political Stakeholder Intelligence Dashboard
Imagine one place containing your organisation’s priority:
- MPs;
- Peers;
- Ministers;
- Special Advisers;
- officials;
- Select Committees;
- regulators;
- external allies.
For each stakeholder, you might record their policy interests, political influence, engagement history, relationship strength, next action and internal relationship owner.
Instead of maintaining another static stakeholder spreadsheet, the team begins creating a usable intelligence system.
- MP Engagement Tracker
Public affairs teams can conduct dozens — sometimes hundreds — of political engagements.
A dedicated tool could allow managers to quickly see:
- who the organisation has met;
- which priority MPs have not yet been engaged;
- what commitments were made;
- where follow-up is required;
- which constituencies matter most to the campaign.
The result is a clearer picture of campaign progress without repeatedly asking team members for updates.
- Public Affairs Campaign Dashboard
A campaign can involve objectives, audiences, stakeholders, parliamentary activity, communications, responsibilities and deadlines.
Bringing those elements together into one dashboard could make campaign management much easier.
Rather than allowing a campaign plan to sit untouched in a PowerPoint presentation, the team could work from a live system showing priorities, actions and progress.
- Political Horizon Scanner
Public affairs teams spend a great deal of time looking for developments that could affect their organisations.
A purpose-built system could organise:
- legislation;
- consultations;
- Government announcements;
- parliamentary inquiries;
- speeches;
- regulatory developments;
- relevant political commitments.
The key question becomes:
“What does this development mean for our organisation and our objectives?”
That is far more useful than simply collecting everything that happened in Westminster that day.
- Consultation Analysis Tool
Anyone working in policy or public affairs knows what happens when Government publishes a major consultation.
Suddenly hundreds of pages need to be read, analysed and compared against organisational positions.
A Vibe Coded tool could potentially help organise:
- consultation questions;
- internal evidence;
- stakeholder positions;
- recurring themes;
- policy arguments;
- draft responses.
The aim would not be to remove human judgement, but to make the analytical process more manageable.
- Political Briefing Generator
Before a meeting with an important stakeholder, a public affairs team might need to bring together:
- previous meeting notes;
- stakeholder interests;
- recent parliamentary interventions;
- relevant policy announcements;
- organisational positions;
- agreed talking points;
- outstanding actions.
A purpose-built briefing tool could help bring that information into a consistent structure.
For teams conducting frequent political engagement, that could be extremely useful.
- Public Affairs Management Dashboard
Perhaps the most interesting application for senior managers is not campaigning at all.
It is management.
Imagine opening one dashboard on Monday morning and seeing:
- active campaigns;
- key objectives;
- forthcoming parliamentary opportunities;
- outstanding team actions;
- stakeholder relationships requiring attention;
- political risks;
- areas needing senior intervention.
Rather than managing the function through several spreadsheets, email updates and separate project meetings, a Head of Public Affairs could begin thinking about an A.I-enabled operating system for the team.
The Most Important Skill Is Knowing What to Build
Vibe Coding does not make professional expertise less important.
It arguably makes it more valuable.
The technical barrier to creating a tool may be getting lower, but someone still needs to decide:
- what information matters;
- what should be prioritised;
- how political influence should be assessed;
- what makes a useful stakeholder record;
- which actions should trigger an alert;
- what information senior management actually needs.
That is where public affairs expertise matters.
The important question is no longer simply:
“Can I code this?”
Increasingly, it becomes:
“Can I describe clearly what I need this system to do?”
That could become an important management skill in an A.I-enabled workplace.
Vibe Coding Does Not Mean Blindly Trusting A.I
The name may sound informal, but organisations still need to take governance seriously.
A.I-generated tools should not simply be created and deployed without proper consideration.
Public affairs teams should think carefully about:
Data Security
What organisational information is being entered into the system?
Confidentiality
Are meeting notes, political intelligence or stakeholder information appropriate for the platform being used?
Accuracy
Is the A.I interpreting political information correctly?
Governance
Who is responsible for checking, maintaining and approving the tool?
Security
Is a tool designed as an internal prototype suitable for wider organisational use?
Human Judgement
Is the technology supporting political decision-making rather than replacing it?
A sensible principle is:
Prototype Quickly. Deploy Carefully.
A Public Affairs Manager may be able to create a useful prototype surprisingly quickly.
However, a business-critical application dealing with sensitive or confidential information may still require input from IT, information governance, security specialists or professional developers before wider deployment.
Start With the Problem, Not the Technology
The biggest mistake a public affairs team can make is starting with the question:
“What can we build with A.I?”
A better question is:
“What frustrates us about the way we currently work?”
Look around your public affairs department.
Where are people repeatedly copying information between different systems?
Which spreadsheet has become impossibly complicated?
What report takes someone half a day to prepare every Friday?
Where does useful political intelligence disappear?
Which processes rely too heavily on one person’s memory?
What information does the Head of Public Affairs repeatedly have to ask for?
Which task does everyone agree is necessary but nobody enjoys doing?
And perhaps most importantly:
What would you love to see on one screen every Monday morning?
Those are the places where Vibe Coding becomes interesting.
Moving From A.I Consumer to A.I Builder
The first phase of workplace generative A.I has largely been about content production.
Write this.
Summarise this.
Research this.
Analyse this.
Improve this.
Vibe Coding introduces another possibility:
Build this.
Create a dashboard.
Develop a stakeholder tracker.
Design a workflow.
Build a searchable political intelligence system.
Construct a better way of managing a campaign.
That represents a very different relationship with A.I.
The purpose is not to replace political judgement, advocacy skills, stakeholder relationships or experienced public affairs professionals.
Instead, it gives those professionals another capability:
the ability to begin shaping technology around the way they actually work.
That is why every Public Affairs Manager should at least understand what Vibe Coding is.
You may never call yourself a coder.
But the next time you encounter an inefficient process, fragmented information or a cumbersome public affairs workflow, you may find yourself asking a completely different question:
Could We Build Something That Does This Better?
Want to Build Your Own A.I-Powered Public Affairs Tool?
If this article has already made you think:
“I know exactly what I would like to build…”
that is precisely where our A.I Agent for Parliamentary & Public Affairs Professionals course begins.
This is not simply an A.I awareness course.
Delegates are encouraged to attend with a real brief, project, workflow problem or idea for a tool they would like to create.
You could bring an idea for:
- a stakeholder intelligence dashboard;
- an MP engagement tracker;
- a parliamentary monitoring system;
- a campaign management tool;
- a political horizon scanner;
- a consultation analysis system;
- a briefing generator;
- a constituency engagement tool;
- or simply a public affairs process that takes too much time.
Bring the Idea — We Help You Work Out How to Build It
You do not need to arrive knowing which platform to use.
Our trainer will help you examine what you are trying to achieve and identify the A.I tools, Agent platforms, Vibe Coding applications and workflow solutions that could help make your idea possible.
During the workshop, you will explore:
- what your proposed tool actually needs to do;
- which A.I platforms are most suitable;
- how different tools could work together;
- what information the system would need;
- where automation could help;
- what could be Vibe Coded;
- and the practical steps needed to move from an idea towards a working prototype.
The emphasis is firmly on your own professional challenge.
You bring the problem, the project or the idea.
Our trainer helps you identify the tools and platforms that could turn it into something practical.
A.I Agent for Parliamentary & Public Affairs Professionals
Places are deliberately limited so that delegates can receive individual support and practical guidance throughout the workshop.
Stop Just Prompting A.I. Start Building With It.
Bring your brief. Build your solution.