Blog post
June 24, 2019

A two way street

The common stereotype an internship is one from the movies of a young student rushing to work with a tray of coffees in one hand and the boss’s dry cleaning in the other. While there are certainly negative internships out there, my personal experience interning at Isentia has been a valuable opportunity to learn and develop.

During my internship at Isentia I have been exposed to client interactions, assisted in the production of external-facing work, and developed my research capabilities. However, I believe that the most valuable lesson for an intern is to develop their confidence and sense of value as a young professional. 

Professional discourse often describes the working journey as a ladder, indicating a strict hierarchy with a singular direction. I’ve found that unlike the ladder model, the culture at Isentia is one that allows for a valuable overlap of experience and open communication, with senior and junior members providing insights and ideas in collaborative discussions. This is an ideal environment for an intern in being able to ask for guidance and develop the confidence to provide input.

I believe the greatest challenge for an intern is to find the balance of following instruction and delivering what is expected, while also taking a critical and independent approach to add value and improve the outcome. It may take years for me to develop this confidence, however, during my short time at Isentia I’ve strived to be solutions-oriented when undertaking tasks and provide valuable support to the team.

It should be said that internships are an opportunity that many cannot afford, creating a gap of experience between those who have the privilege and time to undertake an internship, and those who do not. If you decide to hire an intern you should keep it in mind that many are interning on top of work and their studies with the aim of learning, advancing their experience and gaining exposure to the industry. When an intern is supported and given challenging work they can grow and harvest profits for your team and organisation.

The Isentia team members are diverse in background, and bring different skills and unique perspectives to the table to form an interesting and collaborative culture. I’ve found the team, as well as the wider office, hugely welcoming and supportive of my learning journey, taking the time to answer my questions and explain tasks. Thanks to them, my experience at Isentia has largely been a positive one.

Beattie Tow
Intern from University of Technology Sydney

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Interning at Isentia was enriching and fulfilling

I had the pleasure of interning at Isentia, and my experience was nothing short of wonderful. 

Having only just graduated from university, I could not help but feel slightly apprehensive starting my internship. However, from my very first day, I was greeted with friendly faces all around the office. Before I knew it, I was having morning coffees with my team mates, and soon my colleagues became familiar friends. I was pleasantly surprised by how inclusive and positive the culture proved to be. 

My leader and colleagues from the marketing team were patient when it came to sharing knowledge and took the time to give me tasks that enhanced my learning experience. 

During my internship I gained a deeper understanding how to execute a social media campaign. The planning that goes behind each campaign was so extensive and detailed, which I found intimidating initially, but nevertheless proved to be a great learning experience. For example, I was introduced to the concept of publishing paid advertisements, SEO and content creation. I was even given the chance to write blogs, a responsibility I took on-board with great enthusiasm. 

My experience was not limited to marketing, I was fortunate enough to get involved with the client experience team, where I learnt more about Mediaportal and the amazing insight services Isentia provides. Time flew by quickly and I am very grateful to have had the opportunity to learn and grow.

Isentia isn’t all about working hard; it provides a holistic experience with various social activities and events so everyone has a chance to get to know each other better and learn about the different roles that help to make everything happen. 

I am a strong believer in an enriching environment and Isentia has exceeded my expectations as a company, which teaches and places value in those who work there. The knowledge I have gained is invaluable, and I am thankful for the friendships I have made along the way. 

I highly recommend working at Isentia and leave the team feeling much more confident of the future ahead - a big thanks to everyone who added to my experience.

 Nicole C.
Sydney University, Marketing Graduate

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My experience as an Isentia Intern, Nicole

Interning at Isentia was enriching and fulfilling

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How would I sum up my experience as an intern for Isentia? Interesting, rewarding, challenging, and engaging.

Hi, my name is Allan. I am currently an undergraduate Mechanical Engineering and Business Management student studying at the University of Technology, Sydney – and have recently completed an internship with Isentia’s HR department.

First of all, you might be wondering what an Engineer is doing as a HR Intern – they don’t exactly fit together, do they? It was for this reason that I was initially hesitant in applying for the role as I didn’t know whether it would align with what I wanted out of my future, or whether I would be a good fit.

However, I soon learnt that being an intern with Isentia was a rewarding and interesting role, not to mention the fact that I was also surrounded by a group of incredibly supportive and knowledgeable people.

Having put myself forward as a mentee for the Australian Human Resources Institute’s mentoring program, I was inspired to learn more – an interest that ultimately led me to this exciting role.

Being an HR intern at Isentia wasn’t just any job – I took on this role because of the challenges it would provide to explore a different area of expertise. And yes, there were definitely new and interesting projects waiting to test my capabilities!

I do have to admit, I always seemed to find myself applying a bit of my engineering experience to the way I undertook each task, but I think this was an approach that helped bring a new and alternative perspective to the team. Who knows, maybe I taught them something new too?!

Along with the day-to-day operations of a HR department, I also gained skills across areas such as policy development, the intricacies of an intranet, and how a strategic HR function operates within a large business.

I would highly recommend Isentia for all future interns wishing to challenge themselves with something new and exciting – I certainly loved my time there and will carry that experience with me throughout my career!

Allan Soo 
Student from the University of Technology, Sydney NSW
Combined Degree in Business Management (Hons) and Mechanical Engineering (Hons)

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Blog
An unforgettable, positive and awesome experience

How would I sum up my experience as an intern for Isentia? Interesting, rewarding, challenging, and engaging.

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Ngaire Crawford, Director of Insights, ANZ

In leadership meetings across the industry, a single question has become unavoidable: "What is our AI strategy?" Behind this question is often the unspoken hope for an "AI Easy Button": a mythical, one-click solution to our most complex measurement challenges. As someone who spends a large portion of my time designing these new frameworks, I'm infinitely more excited about the blueprints and the foundations than what colour the house is painted.

For the first time in my career, we have the tools to stop using proxies and start building what we've always wanted: true, at-scale, sophisticated measurement. The real opportunity isn't in automation, which lets the AI decide;  it's in the architecture and design of systems for the AI to follow. For decades, I’ve been frustrated by proxies. I’ve watched organisations use metrics like Impressions and Share of Voice as proxies for impact and influence. Too many people have been measuring the loudness of their voice, not whether anyone was actually listening.

Much of the history of communications measurement has been a story of 'good enough' data. And in some cases, data that wasn't even good at all (*cough* AVEs). 

Why a blueprint still needs an architect

But before we can harness the potential of AI, we have to be honest about the technology and tools we're working with. As anyone who's ever used a "smart" tool knows, they can be... well, confidently wrong.

The new challenge isn't just "Garbage In, Garbage Out." The new challenge is that the AI has become a high-speed, frighteningly convincing echo chamber. When a machine delivers a flawed insight, it does so with the resolute certainty of a supercomputer, laundering that flaw into a "fact."As architects, our job is to audit the blueprints and stress-test the materials before we build the house. When my team and I test these models, we're not just looking for what they do right. We're methodically hunting for where they go wrong.

Where we continue to see a critical need for human intervention and expertise:

  • Context Blindness: AI is a brilliant pattern-matcher, but it has limited real-world context and struggles to identify the intent of what’s being analysed. It can miss the nuance of language, the authority of a source, or whether something is fact or speculation.
  • Language Bias: This is my personal favourite and takes a few forms. AI is trained on text, but it isn't (yet) trained on human subtext. This can look like missed nuance for slang used by younger audiences or emerging shifts in the meaning of language. Models are ultimately impacted and biased by their training data, so this can also mean larger systemic biases are amplified and not appropriately interrogated.
  • Viewpoint Collapse: While AI can sometimes get locked into a perspective based on its training, it can also collapse multiple, distinct viewpoints (like a speaker's sarcastic intent vs. the literal text) into a single, flat monolith. This drastically changes the outcomes of your analysis and ultimately the understanding of your audience.

This is the methodical, behind-the-scenes work that often goes unseen, and it is the crucial due diligence needed. It’s not as flashy as writing a press release faster, but it’s the only way to build a tool you can actually trust to make a strategic decision.

New tools, same bedrock principles

This testing isn't just about finding technical bugs or funny hallucinations. We’re testing these new AI models against the foundational, hard-won principles of communications measurement that our industry has spent years formalising.

AI is an incredibly powerful new tool, but it doesn't get a free pass. It still has to follow the rules of good measurement.

  • Measure outcomes, not just outputs: This has always been our goal. An AI-driven approach that only counts outputs (like mentions or sentiment) 1,000 times faster is still just a faster measure of noise. It doesn't tell you if a single mind was changed or a single action was taken.
  • Demand transparency: A metric is useless if you can't explain how it's calculated. This is my biggest critique of the current "plug-and-play" approach to AI. If a vendor provides a proprietary 'Reputation Score' of 7.2, and they can't (or won't) tell you the formula, it's not a metric. It's marketing.
  • Link activity to business objectives: This is the most important rule of all. The only reason to measure is to inform a strategic decision that ladders up to a business goal. A tool that just produces data, but no clear insight linked to your specific objectives, has failed.

When we stop seeing AI as a magic box and start seeing it as a powerful, scalable engine, one that we must build and steer based on these principles, then it becomes truly transformative.

The payoff: the tools are finally catching up to our ambition

A new frontier of opportunity is here. Such as the capability to move from being reactive to being predictive, and it takes careful design to get this right. Our traditional analysis has been brilliant at explaining what has just happened. Now, as architects of these new systems, we are building and testing AI models that can scan the horizon for the faint signals that precede a major narrative shift.

We can empower movement from broadcasting and the old spray and pray approach; to precision, deliberate engagement of stakeholders and audiences. This is another area where the craft of measurement design is essential. AI gives us the power to see the micro-communities and specific, high-authority voices that actually shape opinion. The work is in designing the models that can identify them accurately.

Finally, we can (at last!) move from quantifying to qualifying at scale. For me, this is the most exciting and complex challenge. For 20 years, I’ve had to choose: a large-scale quantitative study (which missed nuance) or a small-scale qualitative review (which couldn't be scaled). As architects, we can now design frameworks that don't just give a "positive" score but confirm that a specific strategic message landed, with the right audiences, and in the intended context.

That is the opportunity. It's not magic. It's the methodical, patient engineering we've been waiting for. It’s the difference between a "plug-and-play" gimmick and a truly strategic asset. The real payoff isn't just faster reporting, it’s about fundamentally upgrading behaviours and expectations of measurement. This isn't an overnight shift. As any research leader will tell you, a new methodology takes time, testing and refinement to get right.

The future we've been waiting for

For my entire career, we’ve been strategic thinkers working with tools that could only show us the past. We were forced to be historians, meticulously analysing what had already happened to predict future behaviour. The key to using this new, complex technology effectively is; strong communication, articulation and critical human thinking. The power of any AI is unlocked by the quality of the question you ask it. It's a system that rewards clear, precise, and strategic language.

This is a massive homefield advantage for communicators, who have spent their entire careers honing the exact skills required to be the architects of this new era. The AI we are using today is the worst it will ever be. It will only get better, faster, and more capable from here. This is what's so thrilling, and it's just the beginning. This new generation of AI driven approaches doesn't replace our intuition, it amplifies it. As communicators (and researchers!) this is the moment to level up. We get to be the explorers and the strategists who connect communications directly to business, policy and societal outcomes. 

We're not just building better measurement and deeper insights; we're leading a more intelligent, more responsive and more impactful profession. What an incredibly exciting time to be in this industry.

Ready to be the architect of your own measurement strategy?

To learn how to build the right KPIs and tell a compelling story with your data, register for our live webinar:

  • Topic: Making Communications Count: Build your KPI confidence and storytelling"
  • Date & time: 12 November, 11am AEDT/ 2pm NZT
  • Hosted by: Ngaire Crawford, Director of Insights for ANZ, Isentia.
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Beyond the “Easy Button”: architecting a new, smarter era of comms measurement

Explore how crucial human oversight is over AI models when it comes to the future of smart measurement in communications.

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Australia’s upcoming social media ban for minors hasn’t been primarily driven organic debate. Instead, it’s unfolded through a deliberate, tightly paced sequence of government-led communications, each phase designed to build momentum, secure legitimacy, and keep control of the public narrative.

What we’re seeing in the media data isn’t a spontaneous rise in interest, but a pattern of spikes that line up neatly with major government moments. Each one serves a purpose in a broader narrative strategy, and each reveals something about where the public conversation is heading next.

The rollout of Australia’s social media ban has followed something of a three-act script. It really began on the world stage, with Prime Minister Albanese’s UN address framing the policy as a “world-first” and earning global praise that positioned Australia as a leader rather than a legislator under pressure, a narrative heavily amplified across bulletins nationwide. Momentum built when Denmark echoed the proposal, turning the story from an Australian policy into a global movement and giving journalists a reason to return to it without new domestic detail. Subsequently, the focus shifted home, with the launch of the government’s ad campaign. Coverage has moved from delivery to confirmation, from diplomacy to daily life, embedding the message of child safety through stories designed to connect emotionally with parents before the ban takes effect. 

Media coverage of the social media ban is being driven by a hierarchy of voices. At the top are the political architects, Anthony Albanese and Anika Wells, who account for 68% of all quoted commentary. Their dominance reflects a message tightly controlled from the centre, with each public appearance designed to reinforce authority and focus the debate. eSafety Commissioner Julie Inman Grant follows as the enforcer, providing regulatory credibility and keeping the story alive through ongoing updates and meetings with tech companies.Around them, Emma Mason’s personal story gives the policy its emotional weight, while expert voices like Dr Jason Nagata and Mitch Prinstein lend scientific legitimacy. Counter-voices such as Patrick McGorry are present but faint, just 1% of total commentary. Together, these strands create a coordinated ecosystem where political leadership, regulation, expertise, and emotion work in unison to sustain a single, dominant narrative.

The next layer of coverage reveals how the story’s momentum is being sustained, not just by government messaging, but by the constellation of organisations caught in its orbit. Meta, Google, TikTok, and Snapchat remain the gravitational centre of the conversation, collectively shaping more than a thousand mentions each. They are the policy’s focal point and the media’s shorthand for what’s at stake. 

Stories about ministerial meetings, enforcement challenges, and pleas for exemptions ensure these brands stay in the headlines, but on government terms, framed as subjects of regulation rather than equal participants in debate. This has also surfaced one of the key underlying questions: Will the ban actually work? There is a significant narrative thread focused on the practical challenges of enforcement, with YouTube widely quoted in the media as saying the ban is "'extremely difficult' to enforce". 

With the media also reporting that the government will rely on "artificial intelligence (AI) and behavioural data to reliably infer age" rather than hard age verification, the public is left asking: If tech giants say it's unenforceable and teens are already finding ways around it, what will this law actually achieve? 

The eSafety Commission anchors the enforcement narrative, while the European Commission’s support sustains the “world-first” framing abroad. As the scope of the ban widens, platforms like Roblox, Discord and Reddit have been pulled into focus, signalling how the policy, and its coverage, keeps expanding. This has forced the core question into the open: What is a "social media platform" in 2025?

Although the government’s narrative still dominates, a set of counter-stories is emerging, focusing on the policy’s real-world consequences. Central to these stories are concerns about young people losing access to vital online connections, particularly among regional or marginalised communities. Advocates for the LGBTIQA+ community and youth mental health experts like Professor Pat McGorry argue that the ban could isolate teenagers who rely on online spaces for support, and entrepreneurial opportunities. Other reporting has questioned the reliability of AI-based age verification, the volume of data collected, and the risk that well-intended rules might backfire, creating unintended consequences that contradict the policy’s goal of child safety. These counter-narratives remain smaller in scale than the dominant political messaging, but they cut through because they frame the debate around everyday impacts rather than top-down authority.

A particularly visible strand of coverage centres on the unclear definition of “social media” in the legislation. While the public typically thinks of platforms like Instagram and TikTok, the law’s wording has forced a broader debate that draws in platforms such as Roblox, Discord, and Steam. The eSafety Commissioner’s proactive enforcement measures have highlighted these regulatory ambiguities, prompting media to question whether platforms with different primary purposes should be included and whether the policy might trade one harm for another. Discord drew attention following a poorly timed data breach, which the public and media linked to potential ID theft risks. These reports show how regulators and secondary players can keep the conversation alive, highlighting risks, opening new angles, and forming alliances that complicate the policy debate. A notable example is YouTube’s effort to argue it should not be classified as a social media platform, citing the platform’s role in launching careers like Australian artist Troye Sivan as part of a broader cultural and creative ecosystem.

Together, these stories illustrate that while the government controls the main narrative, emerging counter-voices are beginning to shape the media conversation in ways that emphasise practical and social realities.

Learn how Isentia helps comms teams manage media coverage and public opinion around major policy changes.

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Blog
Australia’s social media ban played out in the headlines

Australia’s upcoming social media ban for minors hasn’t been primarily driven organic debate. Instead, it’s unfolded through a deliberate, tightly paced sequence of government-led communications, each phase designed to build momentum, secure legitimacy, and keep control of the public narrative. What we’re seeing in the media data isn’t a spontaneous rise in interest, but a […]

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