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63% of Marketers leveraging AI use generative while 54% use predictive AI is marketers’ top priority – and biggest headache

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Marketers are prioritising AI implementation over all other initiatives this year, according to new Salesforce research in the ninth State of Marketing report.

With customer standards for personalisation continuing to rise year after year and marketing technologies constantly evolving, marketers need to act fast to keep up. Many see AI as a hack to do just that: a go-to for sharper personalization and efficiency, and now, creativity at scale with generative AI. Yet data challenges — from unification, integration, and security — are slowing marketing teams down.

With insights from over 4,800 marketers across 29 countries, the State of Marketing report highlights how top-performing marketers are outdoing their competition by embracing AI and other new opportunities while mitigating these data, trust, and security challenges.

Marketers pursue more tailored engagement amid rising customer expectations

Increasingly, marketers aim for more customised experiences based on detailed data like individual behaviours, preferences, interactions, or other specific indicators. And they are looking to AI to deliver more insights, predictions, automated workflows, and content. As a result, marketers consider having a data and AI strategy of utmost importance. On average, today’s marketers are able to fully personalise across five channels, with high-performers tailoring six channels and underperformers managing to fully personalise across only three.

Channels where content is easy to test and iterate on the fly, like mobile messaging, email marketing, and social media, see the most advanced personalization efforts. On the other hand, channels demanding more production time and planning like audio, organic search, and TV/OTT have the most work to do with 43%, 42%, and 41% seeing full personalization, respectively.

Marketers rev up AI adoption, but underperformers stall out in the evaluation stage

Marketers are pulled in many directions, and are focused on improving AI adoption. However, they’re struggling to actually implement AI and create cohesive journeys, among other difficulties.

Ironically, AI could be one tool to help teams overcome such challenges. Salesforce Chief Marketing Officer Ariel Kelman highlights how companies are entering “a new era of AI, catalysed by the generative gold rush,” and that the technology is being embraced by marketing organisations. As he sees it, “marketers are leading the charge by embracing rapid advancements in the technology to better connect with customers and prospects.”

Marketers are eager to implement AI into their own work streams: 75% are either experimenting with or have fully implemented AI in their operations. A closer look reveals that the embrace of the technology varies by performance level.

The majority of high- and moderate-performing teams are already rigorously testing, tweaking, and incorporating AI into their operations. Still, more than one-third of underperformers have yet to graduate from the consideration phase. In fact, high-performing marketing teams are 2.5x more likely than underperformers to have fully integrated AI into their operations. Until underperformers pivot from passive planning to hands-on action, AI’s advantages will continue to elude them.

Marketers embrace AI to predict, create, and integrate at scale

Sixty-three percent of marketers leveraging AI say they use generative while just over half (54%) are using predictive. And despite its relative novelty, generative AI use cases already rank among marketers’ favourites alongside predictive applications. As a result, teams are harnessing both types of AI for critical use cases like automating customer interactions and generating content — activities that will augment creativity and accelerate productivity.

Despite AI enthusiasm, concerns about trusted data remain

Compared to their peers in other departments, marketers are especially concerned about falling behind on generative AI adoption. Eighty-eight percent of marketers worry about missing out on generative AI’s benefits, compared to 78% of sales and 73% of service colleagues.

Even so, senior marketers remain cautious, citing concerns such as data and job security. Compared to their peers further up the corporate ladder, on-the-ground team leads are particularly wary about job stability. One in four team leads are worried AI will replace their job, compared to one in five executives. For their part, CMOs are most concerned with data leaks, with 41% citing data exposure as their top concern compared to 29% of VPs and 32% of team leads.

While data leaks are marketers’ number one generative AI concern, not having enough of the right data falls at number two. To capture enough valuable information, marketers are primarily leveraging customer service data and transaction data, showing an effort to partner with colleagues across sales and commerce departments to accomplish this. However, unification of that and other data — such as unstructured data from emails, NFTs, and more — remains a challenge.

In fact, only 31% of marketers are fully satisfied with their ability to unify customer data sources. What’s more, only approximately half of marketers say their systems automatically and regularly update with data from other departments.

Without fully integrated data, marketers’ ability to derive sharp insights is blunted, leaving core activities like analysing performance, suppressing audiences, and building campaigns powered by out-of-date or incomplete information. It even jeopardises marketers’ top priority: effectively leveraging AI.

A closer look at the survey results shows that fully integrated data is more common among high-performing marketing teams, suggesting that investing in unification can give marketers an edge. As Kelman explains, “a strong data foundation will be critical to AI success for marketers as they work to bring together and unify customer data for real-time activation.”


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Ugo Onwuaso is an ICT enthusiast. He believes technology should be used for general good. He holds a Master of Public Administration (MPA) degree from the Lagos state University. Dear Reader, Your support matters. But we believe that technology makes life more exciting and helps improve the lives of people around Nigeria and indeed the world. That is why, we have devoted our energy to independent reportage of technology and finance and how they affect lives. Our incisive and analytical view of how technology news affects the daily life help individuals and organizations make up their minds. Quality journalism costs money. Today, we're asking that you support us to do more. Kindly support our effort to deliver technology and finance journalism to everyone in the world. Donate as little as N1,000. Bank transfers can be made to: UBA Plc 1017156876 Communication Week Media Ltd

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Truecaller Targets Global Market with Powerful New Business Chat Push

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Truecaller, the leading global communications platform, today announced the expansion of its Business Chat platform, making it accessible to global channel partners and enterprise solution providers. By “opening up” market access to its platform, Truecaller is empowering partners to transition their enterprise clients from legacy, low-trust SMS to a verified, smart, media-rich, and conversational communication experience.

Truecaller Targets Global Market with Powerful New Business Chat Push

Truecaller

Through this partner-led expansion, Truecaller empowers businesses to reclaim customer attention and establish immediate trust and credibility.

“The definition of success for modern enterprises has fundamentally evolved. It’s no longer just about delivery – it’s about earning attention, establishing credibility, and driving meaningful conversion,” said Priyam Bose, Global Head, GTM at Truecaller.

“By opening up market access to our global partners, we’ve created a powerful gateway for brands to engage with over 500 million active users where they already interact daily through communication that is contextual, trusted, free from clutter, and designed to initiate actions. For existing customers, the outreach opportunity extends to an additional high-impact channel, strengthening the overall customer experience journey.”

Truecaller Business Chat enables a clutter-free, high-trust conversational experience between businesses and consumers. The Business Chat platform equips partners with actionable insights, including real-time data and rich engagement metrics. This facilitates a more sophisticated, data-driven communication strategy that adapts at every stage of the customer journey.

Partners, including Gupshup and OneXtel, are already live in India along with Globe Teleservices, Cloudcom, and Sling Africa in other global markets, rapidly scaling the product in their respective regions. Global partners can now leverage Truecaller’s massive footprint to offer their clients a trustworthy engagement channel in an increasingly crowded digital world.


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Meta Unveils Muse Spark: MSL’s Groundbreaking People-First AI Model

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Meta Superintelligence Labs (MSL) unveiled Muse Spark Tuesday, its first large language model in a new Muse series, designed from scratch to deliver “personal superintelligence”—an AI assistant tailored to users’ real-world needs like complex reasoning in science, math and health.

Meta Unveils Muse Spark: MSL’s Groundbreaking People-First AI Model

Meta AI

A New Model: Muse Spark

Over the last nine months, Meta Superintelligence Labs rebuilt our AI stack from the ground up, moving faster than any development cycle we have run before. Muse Spark is the first model in our new Muse series — a deliberate and scientific approach to model scaling where each generation validates and builds on the last before we go bigger. This initial model is small and fast by design, yet capable enough to reason through complex questions in science, math, and health. It is a powerful foundation, and the next generation is already in development. Muse Spark now powers the Meta AI assistant in the Meta AI app and meta.ai, built to support complex reasoning and multimodal tasks.

What’s Changed with Meta AI

The Meta AI app and meta.ai are getting an upgrade today, along with a new look. Whether you need a quick answer or help with complex problems that need strong reasoning, Meta AI now handles both. You can switch between modes depending on the task, and Meta AI can launch multiple subagents in parallel to tackle your question. Like planning a family trip to Florida where one agent drafts the itinerary, another compares Orlando vs. the Keys, and a third finds kid-friendly activities — all at the same time, giving you a better answer, faster.

Ask Meta AI: It Understands

The real world moves fast, and most of it does not fit into a text box. That is why we built strong multimodal perception into Muse Spark, so Meta AI can see and understand what you are looking at, not just read what you type. Snap a photo of an airport snack shelf and Meta AI can identify and rank the snacks with the most protein — no label-squinting required. Scan a product and ask how it compares to alternatives. It is the difference between an AI that waits for you to explain the world and one that can simply look at the world with you. And when Meta AI powered by Muse Spark comes to our AI glasses, the assistant will be able to better see and understand the world around you.

Multimodal perception is especially valuable for health. With Muse Spark, Meta AI is now able to help you navigate health questions with more detailed responses, including some questions involving images and charts. Health is one of the top reasons people turn to AI, so we worked with a team of physicians to develop the model’s ability to provide helpful information on common health questions and concerns.

Muse Spark excels at visual coding, letting you create custom websites and mini-games straight from a prompt. Ask Meta AI to build a dashboard for planning a big surprise party, spin up a retro arcade game to chase a high score, or launch a whimsical flight simulator — and share any of them with friends.

Ask Meta AI: It’s Plugged Into What You Care About

Meta AI can now help you discover what to wear, how to style a room, or what to buy for someone you know. Shopping mode draws from the styling inspiration and brand storytelling already happening across our apps, surfacing ideas from the creators and communities people already follow.

And when you are looking up a place to go or a topic that is trending, Meta AI surfaces rich and relevant context right alongside the conversation. Tap into a location and see public posts from locals who know the area. Ask what people are buzzing about and get the full picture, pulled from content and community posts. It is context from your people, right where you need it.

Looking Ahead

The Meta AI app and meta.ai will have the upgraded experience with Instant and Thinking modes everywhere they are available today. The new Meta AI features are starting to roll out in the US on both. In the coming weeks, we will bring these new modes and capabilities to more countries and to the places where people use Meta AI, including Instagram, Facebook, Messenger, WhatsApp, and our AI glasses — where these perception capabilities become even more powerful. We are also opening access to the underlying technology. It will be available in private preview via API to select partners, and we hope to open-source future versions of the model.

This is only the start. As we expand these features, expect richer, more visual results, with Reels, photos, and posts woven directly into your answers, with credit back to the content creators. And as our models improve, we’ll continue to build safeguards for things like safety and privacy, starting with the strengthened risk framework and other protections we’re sharing today.

The future of Meta AI is rooted in the relationships and context already at the center of your life. We are building toward personal superintelligence — an AI that does not just answer your questions but truly understands your world because it is built on it.


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From Import Dependency to Local Capacity: Nigeria’s Tech Manufacturing Journey

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The recent escalation in the US-Israel conflict with Iran has delivered a sharp reminder of Nigeria’s economic vulnerability. As oil prices surged past $100 per barrel and fuel costs climbed by 35% at Nigerian pumps, a troubling paradox emerged: Nigeria, a major crude oil producer with Africa’s largest privately-owned refinery now operational, still found itself buffeted by global energy shocks originating thousands of miles away.

From Import Dependency to Local Capacity: Nigeria's Tech Manufacturing Journey

Zinox

The closure of the Strait of Hormuz and resulting disruptions to global energy markets exposed the deeper structural challenge facing Nigeria’s economy. Despite domestic crude production and the operational Dangote Refinery, Nigeria has struggled with rising inflation, which reached approximately 27% in 2025. The crisis illuminated an uncomfortable truth: decades of import dependency have left Nigeria’s economy precariously exposed to external shocks, even in sectors where the country possesses natural advantages.

This vulnerability extends beyond energy. Nigeria’s technology sector offers a particularly instructive case study in the costs of import reliance, and the transformative potential of local capacity as the pathway to economic stability and technological sovereignty.

Against this backdrop, Zinox Technologies stands as a compelling counternarrative. Founded in 2001 by technology entrepreneur Leo Stan Ekeh, Zinox operates West Africa’s only computerized digital assembly plant. As Nigeria’s first indigenous computer manufacturer, Zinox demonstrates what becomes possible when vision, investment, and commitment to local capacity converge.

The company’s reach extends beyond traditional computing. Zinox’s innovation spans renewable energy through iPower and home electronics with iTEC, addressing Nigeria’s chronic power challenges with locally-assembled solar solutions and backup systems designed for Nigerian conditions. This diversification reflects sophisticated understanding: true technological sovereignty requires integrated capabilities.

Zinox’s journey offers a clear case study in how indigenous companies can drive transformation. By focusing on local assembly and manufacturing of computer hardware and digital devices, the company has contributed to building a domestic technology ecosystem that supports government institutions, educational systems, and private enterprises. This approach not only reduces reliance on foreign imports but also creates jobs, transfers knowledge, and strengthens national capacity.

The implications are significant. Every locally assembled device represents a step away from foreign exchange exposure. It also signals a shift in mindset — from consumption to production. In a country where demand for technology continues to rise, especially with the acceleration of digital adoption, the importance of local manufacturing cannot be overstated.

Beyond economics, there is also a strategic dimension. Technology is no longer just a commercial tool; it is a defense tool and a national asset. Countries that control their technology supply chains are better positioned to innovate, secure their data, and compete globally. In this context, companies like Zinox are not merely businesses; they are enablers of national development.

Furthermore, local capacity development has a multiplier effect. It stimulates ancillary industries such as logistics, retail, maintenance, and technical services. It also fosters entrepreneurship, as more Nigerians gain access to affordable and reliable technology tools needed to participate in the digital economy.

Yet, while progress has been made, there is still work to be done. Scaling local manufacturing requires sustained policy support, infrastructure investment, and a deliberate focus on skills development. It also calls for stronger collaboration between the public and private sectors to create an environment where indigenous innovation can thrive.

Encouragingly, the momentum is building. There is a growing recognition that Nigeria must move beyond being a consumer market to becoming a production hub. This shift is not only necessary, it is urgent. Global uncertainties will continue to test economies, and only those with strong internal capabilities will remain resilient.

The current global crisis offers clarity. If the Strait of Hormuz is not reopened or supply chains to imports are fractured, only countries with strong domestic manufacturing capacity will weather the storm. Those dependent on imports suffer disproportionately.

The story of Zinox Technologies underscores what is possible. It shows that with the right mix of vision and execution, Nigeria can chart a new course, one defined by self-reliance, innovation, and sustainable growth. As the country navigates an increasingly complex global landscape, the message is clear: the future belongs to economies that build, not just buy.


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