Close Menu
    Main Menu
    • Home
    • News
    • Tech
    • Robotics
    • ML & Research
    • AI
    • Digital Transformation
    • AI Ethics & Regulation
    • Thought Leadership in AI

    Subscribe to Updates

    Get the latest creative news from FooBar about art, design and business.

    What's Hot

    How the Singapore public sector makes use of social listening for insurance policies

    April 6, 2026

    Vital Claude Code Flaw Silently Bypasses Person-Configured Safety Guidelines

    April 6, 2026

    Robotic Mowers Are Truly Good Now

    April 6, 2026
    Facebook X (Twitter) Instagram
    UK Tech InsiderUK Tech Insider
    Facebook X (Twitter) Instagram
    UK Tech InsiderUK Tech Insider
    Home»AI Breakthroughs»How the Singapore public sector makes use of social listening for insurance policies
    AI Breakthroughs

    How the Singapore public sector makes use of social listening for insurance policies

    Hannah O’SullivanBy Hannah O’SullivanApril 6, 2026No Comments17 Mins Read
    Facebook Twitter Pinterest Telegram LinkedIn Tumblr Email Reddit
    How the Singapore public sector makes use of social listening for insurance policies
    Share
    Facebook Twitter LinkedIn Pinterest Email Copy Link


    object(WP_Post)#9002 (24) {
    [“ID”]=>
    int(45283)
    [“post_author”]=>
    string(2) “75”
    [“post_date”]=>
    string(19) “2026-03-24 06:07:28”
    [“post_date_gmt”]=>
    string(19) “2026-03-24 06:07:28”
    [“post_content”]=>
    string(20832) “

    AI has turn out to be a strong stakeholder in its personal proper — from being simply one other ‘technological development’ to an lively contributor to modern-day communications, that’s massively modified the media panorama at this time.

    Isentia hosted a vital dialog with Lisa Essential (Director, Essential Bureau), Dr Nici Sweaney (Founder and Director, AI Her Approach), Prashant Saxena (Isentia’s VP of Income and Insights, SEA), and Ngaire Crawford (Isentia’s Director of Insights, ANZ). Collectively, they explored how AI reshapes the world of communications and company affairs all of the whereas determining the way to handle and strategically have interaction with it.

    On this session, we lined:

    • Understanding AI’s behaviour and affect as a digital stakeholder.
    • Navigating the distinctive challenges and alternatives AI presents as a brand new “viewers.”
    • The long-term impression of AI and LLMs on the industries central to trendy communicators.

    Following the webinar, our panellists took the time to reply essentially the most insightful questions from our attendees that we could not get to in the course of the dwell session. Listed below are their skilled views.

    Moral governance and human-centric adoption: views from Dr Nici Sweaney

    Because the Founder and Director of AI Her Approach, Dr Nici Sweaney advocates for a strategic strategy to AI that prioritises human intent over technical functionality. The questions directed to her centered on the moral foundations of AI, how organisations ought to construction their inner AI technique, and sensible methods to start out utilizing brokers at this time.

    Q: May you please shed just a little gentle on what moral AI in your language means?

    Moral AI, to me, is about two issues working collectively: avoiding hurt and actively doing good. It’s not simply “don’t break something” — however genuinely asking, does this create worth for the enterprise, for the individuals utilizing it, and for the broader world? Transparency, fairness, and accountability are the pillars. Transparency means being trustworthy together with your viewers and colleagues about when AI is concerned. Fairness means asking who this helps and who it leaves behind, as AI scales present biases. Lastly, accountability means people keep within the loop. AI ought to inform choices, not make them. When the “why” is obvious — like saving a workforce time to deal with technique — you might be utilizing AI with integrity.

    Q: Ought to AI adoption be owned by IT or Inner Communications? I see workers intranets being overtaken by AI and this has implications for the way workers are communicated with.

    My reply might be not what IT desires to listen to. AI is a part of your infrastructure, so IT have to be concerned for safety and guardrails. Nevertheless, the technique behind adoption is basically a human downside, not a technical one. I advocate for a cross-functional “coalition” that brings IT, HR, communications, and technique to the identical desk. For those who create a devoted AI management function, that individual ought to sit nearer to human-centric features like HR and communications. The toughest a part of adoption isn’t the expertise; it’s the individuals, the tradition, and the narrative you construct round it internally.

    Q: What are the simplest methods to deal with colleagues’ issues about utilizing AI brokers within the office — significantly round belief, accuracy, and job safety?

    First, acknowledge that the concern is actual; it’s a organic response to an unprecedented charge of change. Belief is constructed by way of honesty. Pretending AI gained’t displace roles destroys belief, so be trustworthy about how the panorama is shifting. What really strikes individuals is exhibiting, not telling. Present them how AI can remedy their particular “ache factors” — the tedious, joyless duties that do not add worth. When individuals see AI as an “empowered alternative” that uplifts their work fairly than changing their judgment and strategic pondering, buy-in follows. Construct confidence with small wins first.

    Q: What are some easy AI brokers that you’d advocate communications professionals experiment with establishing?

    Most professionals don’t want advanced autonomous brokers but; they want customized bots and automatic workflows. The magic is in understanding your course of first. Some sensible beginning factors embody:

    • Each day Briefings: A job that pulls out of your calendar, electronic mail, and information to ship a abstract every morning.
    • Assembly Prep: Automated notes that pull context and previous correspondence earlier than a gathering, and transcription instruments that flip recordings into motion gadgets afterwards.
    • Content material Repurposing: A customized bot educated in your “voice” that may flip one discuss or publication into 15+ social media belongings and weblog snippets.
    Q: Our workforce members are utilizing AI every day, however I do know this isn’t protected as information is transferred forwards and backwards. Ought to we create guidelines and ask individuals to signal IP safety?

    Reply: Your intuition is true. In case your workforce makes use of free client instruments, your information could also be used to coach future fashions. It’s best to transfer to enterprise-grade instruments like Claude for Groups, Microsoft Copilot, or ChatGPT Enterprise, which provide contractual information protections. You must also construct an AI Utilization Coverage that defines which information is public, inner, or restricted, and map AI guidelines to these courses. In Australia, we advocate aligning with the EU AI Act — essentially the most complete framework out there — to future-proof your organisation.

    Artificial authenticity and the brand new media ecosystem: Views from Prashant Saxena

    Prashant Saxena, Isentia’s VP of Income and Insights for SEA, approaches AI by way of the lens of psychological bonding and media structural shifts. His insights handle the altering function of media and the technical methods we should now talk to fulfill AI as a brand new viewers.

    Q: Provided that belief in media is dropping and media themselves are utilizing AI extra, what’s the function or worth media can have now?

    Media’s worth is shifting from being the “trusted narrator” for people to being the “coaching sign” for AI. When AI fashions generate solutions, they weight authoritative media sources way more closely than random internet content material. At the same time as human belief erodes, media’s structural affect on AI-generated info is rising. For communicators, “earned media” now serves two audiences concurrently: the people who learn it and the machines that be taught from it. Publications with sturdy editorial requirements turn out to be extra invaluable as a result of AI techniques use area authority and editorial alerts as high quality proxies.

    Q: How does AI rank or prioritise its sources and the way do you see this shaping the earned media technique for manufacturers?

    AI fashions do not “rank” sources like Google does. They weight info based mostly on supply authority, recency, consistency, and structured information high quality. If 5 credible shops report the identical reality, that reality turns into a “high-confidence coaching sign.” This implies quantity throughout credible sources issues greater than a single “large hit.” On your technique, consistency of messaging throughout all placements is important as a result of AI seems to be for corroboration. Factual, entity-rich statements shall be picked up extra reliably than narrative-heavy characteristic writing.

    Q: With the query of belief — the place does the psychology come into it when AI makes use of a cute nickname or ‘remembers’ your day? Is it more durable to stay dispassionate?

    That is the core of my PhD analysis. It’s what I name “artificial authenticity.” AI techniques deploy cues like heat and reminiscence that we developed to interpret as human. These set off “parasocial bonding” — the identical mechanism that makes you belief a pal’s suggestion. The hazard is that cognitive consciousness (understanding it’s AI) would not override the emotional feeling. We want a brand new sort of literacy that teaches individuals to recognise when their “belief response” is being activated by design fairly than by a real relationship.

    Q: Ought to we be altering the format of communications to cater for AI as an viewers, equivalent to media releases in Q&A format?

    Sure. This can be a very sensible transfer. AI fashions extract info extra reliably from structured codecs. A Q&A format provides the AI clear question-answer pairs that map to how individuals question techniques. You must also deal with “AI-readable claims” — entity-rich, factual statements. As a substitute of claiming “We’re dedicated to sustainability,” say “Our Singapore operations diminished carbon emissions by 34% between 2023 and 2025.” The second model is a verifiable reality an AI can really use and cite.

    Q: PR professionals historically monitor media protection by way of businesses like Isentia to gauge sentiment. With AI as a stakeholder, how will we monitor ‘its sentiment’?

    That is the brand new frontier. Conventional monitoring tracks what people publish; AI sentiment monitoring tracks what AI techniques say about your model when requested. Since there isn’t any single “AI sentiment” (ChatGPT, Grok, and Claude all give completely different solutions based mostly on their coaching), you could monitor throughout platforms. We’re creating capabilities to systematically question these platforms to see how their narratives change over time and determine which supply supplies are driving these solutions.

    Q: Concerning ethics and agendas in AI studying — what are the variations between fashions like ChatGPT and Grok, and the way does this have an effect on our model narrative?

    Each mannequin displays the values, coaching information decisions, and alignment choices of its creators. ChatGPT (OpenAI) tends in direction of cautious, balanced responses with sturdy content material guardrails. Conversely, Grok (xAI) was explicitly designed to be much less filtered, typically surfacing views that different fashions suppress. Claude (Anthropic) prioritises honesty and nuance. For communicators, this implies your model’s narrative varies by platform; you will need to monitor throughout a number of fashions as a result of the identical query about your model will obtain materially completely different solutions relying on which device is used.

    Q: With many main information organisations blocking AI crawlers, how ought to we navigate content material creation to make sure we nonetheless affect AI-generated solutions?

    Main publishers just like the New York Occasions and Reuters have blocked AI crawlers, creating a spot in coaching information. When authoritative journalism is unavailable, AI fashions could fill that hole with lower-quality content material or brand-owned content material. For communicators, this implies your “owned content material” — equivalent to your web site, weblog, and structured information — carries proportionally extra weight in AI-generated solutions. Your media focusing on technique now must account for which shops are AI-accessible, as they are going to be disproportionately influential in shaping your narrative.

    Analytical interrogation and the seek for authority: Views from Ngaire Crawford

    Ngaire Crawford, Isentia’s Director of Insights for ANZ, emphasises the function of the analyst. Her strategy is characterised by a “rhythm of interrogation,” arguing that the simplest means to make use of AI is thru fixed questioning and a deal with high-authority inputs.

    Q: Is AI already a part of your every day work or behavior? If that’s the case, how are you utilizing it and what are your greatest practices?

    I used to be initially very sceptical, however it’s now a part of my every single day. I exploit fashions like Claude and Gemini to workshop convention outlines, plan training programmes, replace code, and construction strategic pondering. My greatest apply recommendation is to develop a “rhythm of interrogation.” Do not simply settle for the primary reply; ask for proof and problem the output. Whereas AI saves time on technical duties like coding, for strategic work it merely shifts the “psychological load.” You spend the identical period of time, however the depth and high quality are considerably improved since you aren’t ranging from a clean web page.

    Q. PR professionals historically monitor media protection by way of businesses like Isentia to guage what stakeholders take into consideration a model. How will we monitor ‘AI sentiment’ and the knowledge that feeds these fashions?

    It is essential to know that fashions are optimised to present essentially the most helpful reply, not essentially essentially the most correct one. They’re pattern-completing, not fact-checking. As a result of mannequin responses usually are not fastened and alter based mostly on the dialog, I counsel specializing in the “controllable inputs” that feed them. This contains your individual web site, firm materials, Wikipedia information, and overview websites (together with worker evaluations). Guaranteeing these bases are telling the supposed story is the best possible place to begin for managing AI “sentiment.”

    Q: How does AI prioritise its sources and the way does this form earned media technique?

    There isn’t any “PageRank” to reverse-engineer right here. Fashions are formed by what was distinguished and extensively cited of their coaching information. Virtually, this implies a shift from quantity to authority. 100 items of low-quality protection do much less work than ten items in genuinely credible shops (main mastheads, business publications, or your individual well-structured website). The query for the trendy communicator is not “did we get protection?”, it is “does the protection that exists, taken as a complete, inform a coherent and credible story?” AI reads the entire image, not simply the highlights reel.

    Q: Now that OpenAI is opening up promoting, how a lot will it price for a sentiment enhance?

    Truthfully? We don’t know but. The business layer of AI is being found out in actual time. The second somebody wonders if they’re getting the “greatest” reply or a “sponsored” one, belief erodes. Nevertheless, we nonetheless click on Google advertisements, so it’ll seemingly occur. What’s essential is that organisations that “earned” their popularity by way of authoritative presence earlier than the advert market caught up shall be in a a lot stronger place than these making an attempt to purchase a shortcut later.

    The trail ahead for the trendy communicator

    The insights from our panellists make one factor clear: AI is not a device of the long run; it’s a stakeholder of the current. To steer with credibility on this new period, communicators should pivot from chasing quantity to constructing authority. Whether or not it’s by way of adopting a rigorous moral framework, optimising content material for AI readability, or sustaining a “rhythm of interrogation” with the instruments we use, the purpose stays the identical: guaranteeing our model narratives are coherent, credible, and human-led.

    The instruments have lastly caught as much as the ambitions of our business. Now, it’s as much as us to offer the architect’s blueprint for the way they’re used.


    Excited about viewing the entire recording? Watch our webinar right here.

    Alternatively, contact our workforce to be taught extra insights into significant measurement, KPIs and speaking utilizing the correct dataset.

    ”
    [“post_title”]=>
    string(61) “Answering your questions from the AI as a stakeholder webinar”
    [“post_excerpt”]=>
    string(118) “On this weblog, panelists from our latest webinar on “AI as a stakeholder” get to answering all of your burning questions. ”
    [“post_status”]=>
    string(7) “publish”
    [“comment_status”]=>
    string(4) “open”
    [“ping_status”]=>
    string(4) “open”
    [“post_password”]=>
    string(0) “”
    [“post_name”]=>
    string(61) “answering-your-questions-from-the-ai-as-a-stakeholder-webinar”
    [“to_ping”]=>
    string(0) “”
    [“pinged”]=>
    string(0) “”
    [“post_modified”]=>
    string(19) “2026-03-24 06:10:12”
    [“post_modified_gmt”]=>
    string(19) “2026-03-24 06:10:12”
    [“post_content_filtered”]=>
    string(0) “”
    [“post_parent”]=>
    int(0)
    [“guid”]=>
    string(32) “https://www.isentia.com/?p=45283”
    [“menu_order”]=>
    int(0)
    [“post_type”]=>
    string(4) “publish”
    [“post_mime_type”]=>
    string(0) “”
    [“comment_count”]=>
    string(1) “0”
    [“filter”]=>
    string(3) “uncooked”
    }

    object(WP_Post)#8784 (24) {
    [“ID”]=>
    int(43742)
    [“post_author”]=>
    string(2) “75”
    [“post_date”]=>
    string(19) “2025-12-08 17:11:34”
    [“post_date_gmt”]=>
    string(19) “2025-12-08 17:11:34”
    [“post_content”]=>
    string(9544) “

    The media panorama is accelerating. In an period the place affect is ephemeral and each angle calls for instantaneous comprehension, PR and communications professionals require greater than generic expertise—they want intelligence engineered for his or her particular challenges.

    Isentia is proud to introduce Lumina, a groundbreaking suite of clever AI instruments. Lumina has been educated from the bottom up on the advanced workflows and realities of contemporary communications and public affairs. It’s explicitly designed to shift professionals from passive media monitoring again into the function of strategic leaders and pacesetters. 

    “The PR, Comms and Public Affairs sectors have been experimenting with AI, however most instruments haven’t been constructed with their actual challenges in thoughts.” mentioned Joanna Arnold, CEO of Pulsar Group. 

    “Lumina is completely different; it’s the first intelligence suite designed round how narratives really kind at this time, combining human credibility alerts with machine-level evaluation. It helps groups perceive how tales evolve, filter out noise and reply with context and confidence to crises and alternatives.”

    Setting a brand new customary for PR intelligence

    Lumina is centered on empowering, not changing, the human component of communications technique. This suite is purpose-built to assist PR, Comms, and Public Affairs professionals considerably enhance productiveness, improve message readability, and facilitate early danger detection.

    Lumina allows communicators to:

    • Perceive & Interpret: Transfer past fundamental alerts to strategically map the trajectory and unfold of narrative evolution.
    • Focus & Personalise: Obtain the readability essential to execute strategic motion earlier than crucial moments go.
    • Execute & Monitor: Quickly deploy technique firmly rooted in real-time, actionable perception.

    Get a demo at this time: Tales & Views module

    We’re launching the Lumina suite by making our first module instantly out there: Tales & Views.

    Within the present fragmented, multi-channel media surroundings, communications professionals want to have the ability to immediately understand not simply how a narrative is rising, but additionally how it’s being perceived throughout completely different stakeholder teams.

    Tales & Views organizes uncooked media mentions into clustered, cohesive Tales, and the Views that exist inside every, reflecting distinct media, viewers, and public affairs angles. This distinctive performance permits customers to:

    • Rise above the noise: Immediately determine which high-level matters are gaining momentum or fading from consideration.
    • Get to the element, quick: Uncover the influential voices, area of interest communities, and particular channels actively shaping the narrative.
    • Catch the pivot level: Exactly determine the second a narrative shifts—from a strategic alternative to a popularity danger—or when a brand new key opinion former begins guiding the dialog.

    “Media isn’t a stream of mentions,” mentioned Kyle Lindsay, Head of Product at Pulsar Group. “However fairly a residing system of tales formed by competing views. When you’ll be able to see these constructions clearly, you achieve the power to grasp points as they kind, anticipate how they’ll evolve, and act with precision. That’s what we imply after we speak about AI constructed for communicators, and that is what an off-the-shelf LLM cannot offer you.”

    The Lumina Roadmap: AI instruments for the way forward for comms

    The launch of Tales & Views is the primary launch of many. Over the upcoming months, we are going to systematically roll out the total Lumina roadmap, introducing a complete set of AI instruments engineered to deal with each part of the communications lifecycle.

    The complete Lumina suite will quickly incorporate:

    • Curated media summaries: AI-driven every day summaries personalized particularly to the priorities of senior management, highlighting solely essentially the most related tales.
    • Repute evaluation: Superior measurement monitoring how crucial themes like ethics, innovation, and management are statistically shaping company notion.
    • Press launch & media relations assistant: Instruments designed to speed up content material creation and craft hyper-focused, customized pitches that attain the exact contacts sooner.
    • Predictive intelligence layer: Expertise engineered to trace and anticipate story momentum and strategic change earlier than the window of alternative closes.
    • Clever brokers: Background brokers constantly scanning all media channels for rising key spokespeople and beforehand undetected popularity dangers.
    • Enhanced audio, broadcast & disaster detection: Full, real-time oversight of all channels—together with audio and broadcast—enabling fast context constructing and optimum disaster response supply.


    Need to harness the facility of Lumina AI in your PR, Comms, or Public Affairs workforce? .

    Full the shape beneath to register your curiosity.

    ”
    [“post_title”]=>
    string(79) “Saying Lumina: The aim-built AI suite for PR, Comms, and Public Affairs”
    [“post_excerpt”]=>
    string(129) “An clever suite of AI instruments educated on the language, workflows, and realities of contemporary public relations and communications.”
    [“post_status”]=>
    string(7) “publish”
    [“comment_status”]=>
    string(4) “open”
    [“ping_status”]=>
    string(4) “open”
    [“post_password”]=>
    string(0) “”
    [“post_name”]=>
    string(76) “announcing-lumina-the-purpose-built-ai-suite-for-pr-comms-and-public-affairs”
    [“to_ping”]=>
    string(0) “”
    [“pinged”]=>
    string(0) “”
    [“post_modified”]=>
    string(19) “2025-12-09 09:39:52”
    [“post_modified_gmt”]=>
    string(19) “2025-12-09 09:39:52”
    [“post_content_filtered”]=>
    string(0) “”
    [“post_parent”]=>
    int(0)
    [“guid”]=>
    string(32) “https://www.isentia.com/?p=43742”
    [“menu_order”]=>
    int(0)
    [“post_type”]=>
    string(4) “publish”
    [“post_mime_type”]=>
    string(0) “”
    [“comment_count”]=>
    string(1) “0”
    [“filter”]=>
    string(3) “uncooked”
    }

    Share. Facebook Twitter Pinterest LinkedIn Tumblr Email
    Hannah O’Sullivan
    • Website

    Related Posts

    10 Open-Supply Libraries for Superb-Tuning LLMs

    April 4, 2026

    Information and Picture Annotation Outsourcing India: Powering the Period of Bodily AI and Robotics

    April 3, 2026

    Did Google’s TurboQuant Really Remedy AI Reminiscence Crunch?

    April 2, 2026
    Top Posts

    How the Singapore public sector makes use of social listening for insurance policies

    April 6, 2026

    Evaluating the Finest AI Video Mills for Social Media

    April 18, 2025

    Utilizing AI To Repair The Innovation Drawback: The Three Step Resolution

    April 18, 2025

    Midjourney V7: Quicker, smarter, extra reasonable

    April 18, 2025
    Don't Miss

    How the Singapore public sector makes use of social listening for insurance policies

    By Hannah O’SullivanApril 6, 2026

    object(WP_Post)#9002 (24) { [“ID”]=> int(45283) [“post_author”]=> string(2) “75” [“post_date”]=> string(19) “2026-03-24 06:07:28” [“post_date_gmt”]=> string(19) “2026-03-24…

    Vital Claude Code Flaw Silently Bypasses Person-Configured Safety Guidelines

    April 6, 2026

    Robotic Mowers Are Truly Good Now

    April 6, 2026

    Drop-In Perceptual Optimization for 3D Gaussian Splatting

    April 6, 2026
    Stay In Touch
    • Facebook
    • Twitter
    • Pinterest
    • Instagram
    • YouTube
    • Vimeo

    Subscribe to Updates

    Get the latest creative news from SmartMag about art & design.

    UK Tech Insider
    Facebook X (Twitter) Instagram
    • About Us
    • Contact Us
    • Privacy Policy
    • Terms Of Service
    • Our Authors
    © 2026 UK Tech Insider. All rights reserved by UK Tech Insider.

    Type above and press Enter to search. Press Esc to cancel.