At A Glance
AI can make marketing more human when it understands people in context. Experian’s technology interprets real-time contextual signals—from temporal to situational intent—to align every message with the moment. By connecting identity and context, marketers can create timely, relevant, and responsible engagement that builds trust and drives meaningful outcomes.Personalization without context misses the moment
Marketers have spent years perfecting personalization — but personalization alone often misses the mark. We’ve all seen it. You shop for a weekend getaway, then get served travel ads weeks later when you’re already home. The data was right. The timing wasn’t.
Personalization based only on identity and behavior knows who you are but not when or why you’re ready to act.
At Experian, we believe AI should make marketing feel more human. That means understanding people in context, recognizing their environment, mindset, and the moment, to create relevance that feels timely, not intrusive.
The context gap: Why identity and behavior aren’t enough
Identity and behavioral data can reveal the kind of consumer someone is and the kind of products they may want to buy. But they don’t explain what’s happening right now.
The missing layer is context: the dynamic, real-time signal that shows why this moment matters. Context bridges the gap between knowing something about a consumer and understanding their intent.
In an era of fragmented signals and stricter privacy rules, context is one of the most reliable ways to stay relevant without over-reliance on personal identifiers. It helps marketers adapt to shifting needs while keeping privacy intact.
How Experian interprets context in real-time
By context, we mean all the subtle, in-the-moment signals, like time of day, location, or what someone’s watching, that shape what people care about in real-time. At Experian, our technology interprets these in real-time:
Temporal signals
Time-based patterns such as daypart (morning vs. evening), recency (how fresh a signal is), seasonality (holidays, life events), and micro-moments (split-second intent-driven actions).
Environmental signals
The media or content environment; what type of program, article, or channel someone is engaging with when they see your ad.
Situational intent
Signals like browsing behavior or purchase patterns that hint at a person’s stage in the buying journey, from early research to final decision.
By layering these signals over verified identity and behavioral data, Experian’s AI-powered technology helps marketers predict not just who will act, but when they’re ready to act.
Experian’s approach: Turning context into relevance
Consumer behavior changes by the minute, and marketers need to adapt just as quickly. Our technology interprets live bidstream data, device activity, content, and timing to optimize in the moment, ensuring your campaigns deliver meaningful relevance, not just broader reach.
Our process combines:
Input
Clean, accurate identity and audience data anchored in our privacy-first framework.
Enrichment
Our models fuse household, device, and publisher context to reveal moment-based intent.
Activation
We’re investing in agentic workflows that help marketers plan and execute performance campaigns at scale, activated via our real-time technology that dynamically adjusts deals and surfaces contextually aligned opportunities.
Governance
Every signal and recommendation follows Experian’s principles of transparency, consent, and ethical oversight.
We call this AI-powered simplicity tools that help marketers work more efficiently, with intelligence that feels intuitive and human-centered.
How context changes the game for marketers
AI without real-time context can only react based on what it already knows. AI-powered by in-the-moment contextual data points enables marketers to anticipate, not just react.
A travel brand can shift creative from “dreaming” to “booking” mode when AI detects signals of active planning.
A retailer can align promotions with trending content or regional weather shifts in real time.
A CPG brand can trigger different product messages based on the context of recipes or household occasions.
Adjustments based on contextual signals compound into meaningful gains — higher engagement, better efficiency, and a consumer experience that feels natural rather than intrusive.
Context makes AI more human
Context introduces empathy into automation. It’s what keeps AI from overstepping, ensuring the message fits the moment. When marketers respect timing, environment, and intent, ads feel like service, not surveillance. Context transforms relevance into respect.
At Experian, our vision is to make every signal serve people, not profiles. Because the more our technology (including our AI tools and capabilities) understands context, the more human marketing becomes.
At Experian, responsible intelligence is built in
Every contextual model we deploy adheres to our standards for transparent and responsible innovation. We validate inputs, monitor model drift, and ensure no context-based variable introduces bias or privacy risk. This is what responsible automation looks like in practice: intelligent, explainable, and ethical.
From who to when: Context is the future of AI-driven marketing
Identity tells us who someone is. Context tells us when it matters.
The next wave of AI-driven marketing will unite privacy-first identity with contextual intelligence to deliver real-time relevance, responsibly. At Experian, we’re building that future now. Our AI-driven capabilities bring identity, insight, and generative intelligence together so brands, agencies, and platforms can reach the right people, at the right moment, with relevance and respect.
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About the author
Matthew Griffiths
SVP of Technology, Audigent, a part of Experian
Matthew Griffiths is a seasoned technology entrepreneur and a driving force in advertising technology, data technology, and AI. As the Co-Founder and former CTO (now SVP of Technology) at Audigent, a part of Experian, he plays a pivotal role in shaping the company’s cutting-edge solutions for data activation, curation, and identity management.
With years of executive experience across the U.S., Africa, and the U.K., Matthew has a proven track record of leadership in steering the adoption and use of cutting-edge technologies to drive business outcomes. His expertise spans from collaborating with top global corporations and governments to spearheading award-winning technology projects that deliver life-changing impacts in some of the world’s most underserved communities.
Matthew’s dynamic approach to solving complex business and technology challenges makes him a visionary leader in the AdTech space, consistently driving innovation and performance through technology.
FAQs
Context makes AI-driven marketing more effective because it helps marketers understand people in context, recognizing their environment, mindset, and the moment, to create relevance that feels timely, not intrusive. Context helps marketers understand not just who a person is, but when and why they’re ready to act. Experian’s AI-powered technology layers contextual signals over verified identity data to deliver relevance that feels intuitive, not invasive. This approach connects recognition with understanding, making every campaign more effective and more human.
Identity and behavioral data can reveal the kind of consumer someone is and the kind of products they may want to buy. But they don’t explain what’s happening right now. That’s the context gap—the missing link between knowing something about a consumer and understanding their intent. Context closes this gap by analyzing environmental, temporal, and situational signals that reveal intent—without using invasive identifiers.
Yes, at Experian, our technology interprets contextual signals, including temporal, environmental, and situational, in real-time. By layering these signals over Experian’s verified identity and behavioral data graph, marketers can predict when consumers are most receptive, turning data into real-time opportunity.
At Experian, every contextual model we deploy adheres to our standards for transparent and responsible innovation. We validate inputs, monitor model drift, and ensure no context-based variable introduces bias or privacy risk.
– Privacy-first clarity: We unify household, individual, device, demographic, behavioral, publisher first-party signals, and contextual data points to build a reliable view of consumers, even when certain signals are missing. This clarity helps marketers personalize, target, activate, and measure with confidence.
– Predictive insight: Our models go beyond describing the past. They forecast behaviors, fill gaps with inferred attributes, create lookalikes, and recommend next-best audiences so clients can anticipate opportunity.
– AI-powered simplicity: We’re investing in generative AI and exploring emerging agentic workflows to reimagine how marketers work. Our vision is to move beyond basic audience recommendations toward intelligent audience discovery and automated setup, helping teams uncover opportunities they may not have considered, while spending less time on manual work and more time on strategy and outcomes.
– Real-time intelligence: Consumer journeys never stand still. Our AI-powered technology interprets live bidstream data, device activity, content, and timing to optimize in the moment, ensuring campaigns deliver meaningful relevance, not just broader reach.
– Transparent and responsible innovation: We drive safe, modular experimentation, from generative applications to agentic workflows, always balancing bold ideas with ethical guardrails. We stay at the forefront of evolving legislation and regulation, ensuring our innovations protect consumers, brands, and the broader ecosystem while moving the industry forward responsibly.
Latest posts
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Marketers Can Now Harness The Tapad Graph In Concert With Twine’s Vetted, Verified TrueData™ Identity Graph. Los Angeles and New York – August 2, 2018 – Tapad, now part of Experian, is reinventing personalization for the modern marketer, today announced that it is partnering with mobile data leader Twine Data (now TrueData) to bring Twine’s hundreds of millions of deterministic mobile identity connections to The Tapad Graph. Together, the two companies will create one of the largest portable identity graph & CRM onboarding services in the U.S., through the integration of Tapad’s best in class cross-device capability and Twine’s deterministic identity graph. "Twine is a respected player in the onboarding space", said Chris Feo, SVP of Global Data Licensing and Strategic Partnerships at Tapad. "Through Tapad and Twine’s partnership, our clients can now use their first-party CRM data to leverage the full power of The Tapad Graph — fueling a wide range of data-driven marketing use cases, including audience extension, attribution, and personalization." At the core of one-to-one marketing and true personalization is identity resolution. For marketers, the ability to accurately and safely connect customer activity across desktop/laptop, mobile, CTV, tablets, as well as CRM and offline touchpoints is ultimately what enables informed and personalized future conversations with each customer. Tapad is known for the precision, accuracy, and scale of their cross device connections, setting them up as an ideal partner for Twine’s TrueData deterministic identity graph. “We believe that by combining Tapad’s renowned cross-device connectivity and our deterministic identity graph, marketers will finally be able to seamlessly segment users based on digital and offline behaviors as well as easily distribute those audiences to both DMP and DSP environments for personalized messaging,” said Elliott Easterling, CEO of Twine Data. With this partnership, Tapad will build a client's cross-device graph off of identities onboarded by Twine from a client's offline CRM. The resulting identity graph can either be delivered directly to brands looking to host their own identity graph, or can be leveraged in a managed fashion for marketers looking for simple connectivity of their offline CRM audiences to their DSPs. To date, Twine & Tapad have seen full connectivity rates* for CRM segments from advertisers at between 259 percent and 322 percent at major DSPs. *Full Connectivity Rate is defined as {total unique desktop, laptop, and mobile devices active at DSP} / {unique CRM users in original audience post cleansing}. It represents the final match rate of the clean audience in CRM format to onboarded audience at a client’s DSP instance. This metric encompasses Twine’s onboarding & linkage validation and Tapad’s cross-device amplification. About TapadTapad, Inc. is the marketing technology company reinventing personalization for the modern marketer through its identity-driven solutions. The company's signature Tapad Graph connects millions of consumers across billions of devices. The world's largest brands and most effective marketers entrust Tapad to provide an accurate, privacy-conscious and unified approach to connecting with consumers across screens. In 2018, Tapad introduced its Tapad Customer Data Platform (CDP), purpose-built to offer marketers a highly personalized and privacy-safe platform to convert first-, second- and third-party data into actionable, results-driven campaigns. Tapad is based in New York and has offices in Chicago, London, Oslo, Singapore and Tokyo. Tapad's numerous awards include: Forbes' Most Promising Companies, Deloitte's Technology Fast 500, Crain's Fast 50, TMCnet Tech Culture Award and Global Startup Award's "Startup Founder of the Year." Tapad was acquired by the Telenor Group in 2016. Telenor Group is one of the world's largest mobile operators across Scandinavia and Asia. About TwineTwine is a mobile data platform that believes true, honest, accurate data is the fuel that helps our partners grow their businesses efficiently and effectively; Twine’s TrueData is used by brands, agencies, and ad tech partners across the country and across the globe. Twine’s app publisher partners generate revenue while maintaining control over their data; their marketer partners get comprehensive, high quality mobile targeting and intelligence. To learn more about Twine, visit their website. Contact us today
Marketers Using Centro’s DSP Basis Can Leverage Tapad’s Technology for Extended Cross-device Reach Chicago – May 15, 2018 – Centro, a provider of enterprise-class software for digital advertising, today announced that its Basis programmatic ad platform has licensed cross-device marketing technology from Tapad, a part of Experian, the company reinventing personalization for the modern marketer. Media professionals using Basis can now drive better performance by identifying a person across the different devices he or she uses, serving ads in the most optimum environment, then analyzing performance to see what ad worked best based on creative, device, location and time of day. Today’s digital media ecosystem is fragmented. People consume content on their multiple devices from multiple locations. According to digital analytics firm GlobalWebIndex, a typical consumer owns three digital devices and has seven digital ID’s active in the last 60 days. 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