Good morning, and welcome to the Interpublic Group fourth quarter and full year 2023 conference call. All parties are in a listen-only mode until the question-and-answer portion. At that time, if you would like to ask a question, you may press star one. This conference is being recorded. If you have any objections, you may disconnect at this time. I would now like to introduce Mr. Jerry Leshne, Senior Vice President of Investor Relations. Sir, you may begin. Good morning. Thank you for joining us. This morning, we are joined by our CEO, Philippe Krakowsky, and by Ellen Johnson, our CFO. We have posted our earnings release and our slide presentation on our website, interpublic.com. We will begin with prepared remarks to be followed by Q&A. We plan to conclude before market open at 9:30 Eastern Time. During this call, we will refer to forward-looking statements about our company. These are subject to the uncertainties and the cautionary statement that are included in our earnings release and the slide presentation. These are further detailed in our Form 10-Q, Form 10-K, and other filings with the SEC. We will also refer to certain non-GAAP measures. We believe that these measures provide useful supplemental data that, while not a substitute for GAAP measures, allow for greater transparency in the review of our financial and operational performance. At this point, it is my pleasure to turn things over to Philippe Krakowsky. Thank you, Jerry. Thank you all for joining us this morning. As usual, I'm going to start with a high-level view of our performance in the quarter and for the full year, as well as our outlook for the year ahead. Ellen will then provide additional detail, and I'll conclude with updates on key developments at the agencies to be followed by Q&A. We're pleased to share a fourth quarter highlighted by our strongest growth of the year, which exceeded expectations during our seasonally largest quarter. Organic growth in the quarter was 1.7% on top of 3.8% a year ago. Underneath that number, the quarter continued to reflect the crosscurrents at work in the economy at large and within our portfolio of services and our client roster. Those include the headwinds that we've called out and discussed throughout the year, most notably the austerity among clients in the tech and telecom sector, which was evident across our competitive set and the challenges faced by our digital specialist agencies. These factors continued to weigh significantly on our overall growth. In October, we also called out the impact of the tragic developments in the Middle East. First and foremost, it needs to be said that the war and geopolitical turmoil continue to put huge numbers of people in Israel, Gaza, and increasingly across the region in harm's way, and that includes many of our colleagues. Understandably, this has also had an impact on economic activity in that part of the world and therefore in our results. Notwithstanding those factors, our growth in Q4 showed acceleration from earlier in the year. New business wins onboarded in steadily greater size, and here it's also worth noting sustained strong performance in media, which was our growth leader throughout 2023, and stronger growth in the healthcare sector as well. Our U.S. organic revenue performance improved from Q3 into Q4, and the overall sequential improvement was helped also by our European and Latin American markets, and both of those regions compounded strong performance in the fourth quarter a year ago. We saw solid levels of variable year-end client investment, or the so-called fourth quarter project spend. Given that the macroeconomic backdrop remains somewhat cautious, this seems to have largely been a function of seasonal activity in the quarter. Growth in the fourth quarter brings our organic revenue change for the full year 2023 to a decrease of 10 basis points. That follows on strong 7% growth organically in 2022. Looking at sectors, performance was mixed in Q4. Six of our eight client sectors saw revenue increases. Growth was led by clients in the healthcare sector, as mentioned earlier, followed by the consumer goods and food and beverage sectors. Auto and transportation was down slightly, though, against double-digit growth in Q4 2022. Between budget reductions and lost assignments, our tech and telecom sector weighed on our consolidated organic growth by approximately -2.5% in the quarter. Each of our operating segments grew organically during the quarter. In Media, Data and Engagement Solutions, organic growth was 1.1%, led by continuing very strong growth at IPG Mediabrands. Decreases at our digital specialists weighed significantly on the segment. Our Integrated Advertising and Creativity-Led Solutions segment grew 2% organically, paced by strong growth at IPG Health and FCB, partially offset by some of our more traditional offerings. Our segment of Specialized Communications and Experiential Solutions grew 2.9% organically in the quarter. We saw balanced growth across the full range of disciplines, including public relations, experiential, and sports marketing. Turning to profitability and expenses in the quarter, our teams continued to excel operationally. We effectively used the levers of our flexible business model to navigate a complicated economic environment and a challenging year, while simultaneously investing in the growth of our most modern and sophisticated capabilities. The result is the strong fourth quarter and full-year margin performance we are reporting today. Adjusted EBITDA margin on net revenue was 24.3% in the quarter, an increase of 200 basis points from a year ago. We drove operating leverage on our expense for base payroll, benefits and tax, our performance-based incentive compensation, and our expense for occupancy. With that performance, full-year margin was 16.7%, which delivers against the target we set at the beginning of 2023 and further consolidates significant margin improvement over the recent past. Fourth quarter net income, as reported, was $463.2 million. Our adjusted EBITDA was $628.5 million, an increase of 11% from a year ago. Fourth quarter diluted earnings per share was $1.21 as reported, and $1.18 as adjusted for intangibles, amortization, and the non-operating impact of the disposition of small, non-strategic businesses. Full-year adjusted diluted EPS was $2.99. As an important reminder, our EPS in the year's second quarter, both as reported and adjusted, included the benefit of $0.17 per share related to the resolution of routine federal income tax audits of previous years, for which we did not adjust. During the quarter, our share repurchases totaled $131 million, which brought our share repurchases in 2023 to $350 million. Over the course of the year, total capital returns to shareholders between dividends and share repurchase were $829 million. As you've seen today, given the continued confidence of our board in our operating strength and financial position, as well as our long-term strategic trajectory, we once again raised IPG's quarterly dividend by 6% to $0.33 per share. This marks our 12th consecutive year of increased dividends, and our board also authorized an additional $320 million of share repurchase on top of the $80 million remaining on our previous authorization. Turning our discussion to 2024, we continue to see economic and geopolitical uncertainty inform many of our clients' thinking. Despite signs that the consumer economy is improving, there remains a disparity of views regarding overall macro growth prospects. This is leading to some client conservatism, largely consistent with what we noted over much of the past year. We're seeing a measure of quarter-to-quarter stability in the tech and telco sector. Previously discussed budget reductions at our major technology industry clients have been a consequence of broader enterprise cost-cutting programs within those companies. While it's still not possible to call the timing of a significant upturn in tech spending and marketing activity, we've noted a more recent stabilization in that spend. However, a return to growth for us in this sector has not been factored into our plan for 2024. With respect to our specialty digital offerings, we've taken several steps to strengthen their performance. This includes new leadership, co-location of global headquarters in a common innovation hub, as well as comprehensively lowering and aligning their operating cost base in line with revenue. We continue to focus on a broad range of strategic as well as market-facing solutions over the near term, and that includes M&A to address the need for greater scale and digital transformation. As we look ahead, we remain confident in the fundamental strengths of our company. We're focused on building on significant new business success during the past year, as well as on our longer-term record of growth. We also anticipate that the strongest and most consistent growth areas of our business, which is our data and tech-driven media offering, healthcare marketing expertise, PR, and experiential marketing capabilities, will continue to perform well in the year ahead. In addition, our proven operational discipline will stay in effect. The net of these moving parts, with certain areas of very strong performance within the portfolio, continued client caution, and a focus on addressing challenges in some of our legacy and digital specialists, leads us to an expected organic net revenue growth for 2024 in a range of 1%-2%. At that level of growth, we expect 2024 full year adjusted EBITDA margin of 16.6%. This reflects a number of investments, including in further development of our contemporary addressable capabilities, which is the data-powered tools that inform and drive integration and decision-making across IPG, retail media, artificial intelligence, as well as building new buying models within Mediab rands. We'll also continue to focus on streamlining operations and processes across the group. We're confident that our investment in growth, combined with continued operational excellence on the part of our teams, means that our margins will resume their upward trajectory over the years ahead, consistent with our record in this area. In 2024, delivering on our goals, along with integrating our services in ways that help clients build their business and their brands, will be essential in creating value for all of our stakeholders. At this point, I'll hand things over to Ellen for a more in-depth view of our results. Thank you. I hope that everyone is well. As a reminder, my remarks will track to the presentation slides that accompany our webcast. Beginning on slide two of the presentation, fourth quarter net revenue increased 1.4% from a year ago, with organic growth of 1.7%. That brings our organic revenue decrease for the year to 10 basis points. Our four-year cumulative growth rate is 13.9%, which is through the volatility of the COVID period, and now, hopefully, the post-COVID period. Adjusted EBITDA in the quarter was $628.5 million, and margin on net revenue was 24.3%. Our diluted earnings per share in the quarter was $1.21 as reported, and $1.18 as adjusted, to exclude the amortization of acquired intangibles, a non-operating gain from the sale of a few non-strategic businesses. Our adjusted diluted EPS was $2.99 for the full year, but that includes the benefit of $0.17 per share in the second quarter related to the resolution of routine federal income tax audits of previous years, for which we are not permitted to adjust. We concluded the year in a strong financial position, with $2.39 billion of cash on the balance sheet, and with 1.8 x gross financial debt to EBITDA, as defined in our credit facility. The latter metric includes our double carry of $250 million of gross debt due to having pre-funded our upcoming April maturity. We repurchased 4.3 million shares in the fourth quarter, bringing our full-year repurchases to 10.4 million shares, which returned a total of $350 million to our shareholders in 2023. Our board increased our quarterly dividend by 6% to $0.33 and authorized another $320 million repurchase program, in addition to the $80 million remaining under our prior authorization. Turning to slide three, you'll see our P&L for the quarter. I'll cover revenue and operating expenses in detail in the slides that follow. Turning to the fourth quarter and full year revenue on slide four. Our net revenue in the quarter was $2.59 billion, an increase of 1.4% from a year ago. Compared to Q4 2022, the impact of the change in exchange rates was +50 basis points. Net dispositions were 80 basis points. Our organic net revenue increase was 1.7%, which brings us to a slight organic decrease for the full year of -10 basis points. Further down the slide, we break out our segment net revenue performance. Our Media, Data, and Engagement Solutions segment grew 1.1% organically, on top of 5.2% in the fourth quarter of 2022. The quarter was driven by strong growth at IPG Mediabrands, on top of double-digit growth a year ago. Our challenges at our specialty digital agencies continued to significantly weigh on our overall segment growth. The organic decrease of this segment was 10 basis points for the full year. Organic growth at our Integrated Advertising and Creativity-Led Solutions segment was 2%, which is on top of 2.2% a year ago. Our growth in the quarter was led by IPG Health and FCB, partially offset by some of our more traditional offerings. For the year, the segment decreased 1.7% organically, after 6.2% growth in 2022. At our Specialized Communications and Experiential Solutions segment, organic growth was 2.9%, on top of 3.6% a year ago. We had growth across all major segment disciplines: public relations, experiential, and sports marketing. For the year, the SC&E segment grew 4.1% organically, compounding 8.6% organic growth in 2022. Moving on to slide five, our revenue growth by region in the quarter. The U.S., which was 62% of our fourth quarter net revenue, grew organically by 10 basis points. We had notably strong growth at IPG Health, IPG Mediabrands, and FCB. These increases and others were largely offset by decreases at our digital specialist agencies and by the loss of a client in the telecom sector at McCann. In addition, the impact of macro uncertainty was felt broadly across a more traditional consumer-facing offerings. International markets, with 38% of our net revenue in the quarter, increased 4.3% organically, which is on top of 6.1% in the fourth quarter of 2022. In the U.K., which was 8% of our net revenue in the quarter, organic growth was 40 basis points. We had very strong growth with clients in the automotive and retail sectors. Those increases were largely offset by decreased revenue in the tech and telecom and healthcare sectors. Continental Europe was 10% of our net revenue in the quarter and grew 11.7% organically, on top of 5.7% a year ago. We grew across most national markets and had notably strong performances by IPG Mediabrands and McCann. We saw strong growth in consumer, food and beverage, and healthcare sectors. In Asia-Pac, which was 8% of net revenue, our organic decrease was 1.5%, while we had strong growth in India and Australia, that was more than offset by decreases in Japan and China. In LatAm, we grew 15% organically in the quarter, on top of 5.8% a year ago. Our growth was across all major national markets, with notable strength in Mexico, Brazil and Argentina. LatAm was 6% of our net revenue in the quarter. Our other international markets group, which consists of Canada, the Middle East and Africa, decreased 1.4% organically against 6.9% growth a year ago. Performance was due to a double-digit decrease in Israel. Other international markets was 6% of our net revenue in the quarter. Moving on to slide six, and operating expenses in the quarter. Our fully adjusted EBITDA margin in the quarter was 24.3%, compared to 22.3% in 2022, an increase of 200 basis points. Underneath that improvement, our ratio of total salaries and related expenses as a percentage of net revenue was 59.4%, compared with 51% in last year's fourth quarter. We had leverage on our expense for base payroll, benefits and tax, and on our expense for performance-based incentive compensation. We ended the year with a headcount of 57,400, compared with 58,400 a year ago, a decrease of 1.7%. Our office and other direct expenses increased as a percent of net revenue by 10 basis points to 13.6%. Occupancy expense decreased as a percent of net revenue, while all other office and other direct expense increased, mainly due to investments in the branding and positioning of our media offerings and in cloud computing technology. Our SG&A expense was 0.9% of net revenue, a decrease of 30 basis points. Turning to slide seven, we present detail on adjustments to our reported fourth quarter results in order to give you better transparency and a picture of comparable performance. This begins on the left-hand side with our reported results and steps through to adjusted EBITDA and our adjusted diluted EPS. Our expense for the amortization of acquired intangibles in the second column was $20.9 million. The small adjustments to previous restructuring actions was $0.8 million. Below operating expenses, our net gain from the sales of non-strategic businesses was $36.8 million and $29.4 million after tax, which is shown in column four. At the foot of the slide, you can see the after-tax impact for diluted share of each of these adjustments, which bridges fourth quarter diluted EPS as reported at $1.21 to adjusted earnings of $1.18 for diluted share. Slide eight similarly depicts the adjustments for the full year, again, for continuity and comparability. Our amortization expense was $84 million. Dispositions over the course of the year resulted in a net gain of $16.4 million and $13 million after tax. The result is a full-year adjusted EBITDA of $1.57 billion and adjusted diluted EPS of $2.99, including, again, $0.17 from our tax item earlier in the year. Our adjusted effective tax rate for the full year was 20.6%, so that includes the $64.2 million tax benefit in our second quarter. On slide nine, we turn to cash flow for the full year. Cash from operations was $554.7 million and was $1.23 billion before the changes in working capital. As we have pointed out in the past, working capital is volatile. Over the last five years, we have generated a total of $738 million from changes in working capital. It's worth highlighting that our operating cash flow also includes a contribution of $46 million to our U.K. pension fund in the fourth quarter in order to de-risk and close out our obligations to the fund. We are taking advantage of the interest rate environment to secure a buy-in with a third party under terms that are attractive and will both ensure benefits for our plan participants and put the U.K. plan on course for a buyout. The buyout will transfer IPG's obligations and commitments to the third party, thereby eliminating IPG's future risks. We anticipate the required process will be completed in 10-18 months. At that time, we estimate we would incur a non-cash charge in the range of $180 million-$200 million, net of tax, representing the end of our involvement with the plan. Our investing activities used $85.4 million. That mainly reflects CapEx of $179.3 million, offset by cash proceeds of $58.7 million from the sale of non-strategic businesses and $35.1 million of net proceeds from investments. Our financing activities is $634.3 million, which is mainly dividends on our common stock and repurchases of our shares, partially offset by the $296.3 million we raised through the issuance of new debt to pre-fund our, our upcoming April maturity. Our net decrease in cash for the year was $158 million. Slide 10 is the current portion of our balance sheet. We ended the year with $2.39 billion of cash and equivalents. Slide 11 depicts the maturities of our outstanding debt and our diversified maturity schedule. Total debt at year-end was $3.2 billion, including the upcoming $250 million maturity. Thereafter, our next scheduled maturity is not until 2028. In summary, on slide 12, our financial discipline continues. Our balance sheet and liquidity give us a strong foundation to build on for success. And with that, I'll turn it back to Philippe. Thanks, Ellen. During the course of 2023, both our industry and our company faced an elevated degree of volatility. While the top line improved measurably through the fourth quarter, for the year, we did not perform up to our expectations or the standards we set over the long term. We've covered the ins and outs of this performance as it relates to our asset and client mix. To address the needs of modern marketers in recent years, you've seen us create centralized skill sets and resources in areas such as audience definition and identity resolution, and more recently, commerce and production. We're connecting more of our traditional offerings to these capabilities, and in order to activate these services fully across the group, during 2023, we also brought in a number of key functional leaders at the corporate group level. Our strategy, talent, and culture continue to drive innovation, creativity, and integrated services, which come together in ways that help our clients succeed. Another key to our long-term growth has been our expertise in first-party data management and accountable marketing solutions. These continue to be areas of core relevance to marketers looking to build their brands and simultaneously deliver business outcomes in an increasingly digital economy. More recently, we have focused on four strategic areas to further our data and technology strategy. First is a suite of identity resolution tools built by Acxiom to help clients navigate a cookieless world. Second, our unified retail media network solution at IPG Mediabrands, which ensures brands have a holistic view of their performance across the fast growth ecosystem of retail platforms. This, in turn, integrates with our commerce offerings across the company, which extend to all core marketing functions, whether that's media, creative, experiential, or earned impressions in PR. And fourth, our investment in performance marketing at KINESSO, moving powerful addressable solutions closer to our end users, which is helping brands follow the movement of customers throughout their purchasing journey and then activate accordingly. Analytics teams, as well as modeling and decisioning tools, are core to all these efforts. These are also areas where we continue to make investments in artificial intelligence. It's important to note that AI is not new. Machine learning has been an ongoing part of our media and data business for many years. Combined with the latest advances in generative AI, we're now adding the same level of intelligence to the creation of personalized content across the marketing spectrum. We believe our current and prospective investment in AI continues to be at rates commensurate with competitors relative to the scale of our respective organizations. IPG has enterprise-level agreements in place with a range of key AI vendors, including Amazon, Adobe, Microsoft, Google, Getty, and OpenAI, as well as with innovative and emerging partners in this space... Our programs with these leading technology partners have resulted in products that are already being used by marketers, including at Mediabrands, where our client-facing Brand Voice and Brand Portrait capabilities help us activate campaigns on behalf of clients. IPG Mediabrands also launched a new AI chat assistant to optimize internal workplace productivity and enhance employee work styles through the use of GenAI. At Huge, clients are using the agency's AI-powered Culture Decoder and Creative Capital Index tools to help clients on their transformation journeys. R/GA is using GenAI across practice areas that include creative concepting, research, and analytics. Weber Shandwick has a group called the AI Accelerator. It's both a team and a product set that help our clients with technical and cultural issues related to generative AI, training marketers on the technology, and ensuring that they're using the tools as effectively and ethically as possible. Across a number of markets, both domestically and internationally, and with clients in a range of industries, we are in market with campaigns that feature thousands of variations of content, all made possible by this expanding use of GenAI and enabling our capabilities with the technology. Now, as I mentioned earlier, we've also enhanced our senior team at IPG to ensure that our centralized resources in key areas like audience and identity, commerce, and production, are being used across the group. This includes a Chief Client and Business Officer, who will drive collaboration and integrated service delivery for our clients, Chief Commerce Strategy Officer, who is connecting the existing channel and platform expertise across the portfolio, the Chief Solutions Architect, who's orchestrating our approach to marketing tech solutions that combine data and platform capabilities with partners such as Adobe and Salesforce. And just this week, we announced that one of the industry's top creative leaders will come across and join the team at IPG to focus on championing talent and delivering innovative ideas and creative platforms across the company. I'll turn now briefly to the highlights of agency-level performance in Q4. As mentioned, Mediabrands performed well, closing out another very strong year, and a noteworthy development was the announcement that IPG Mediabrands and Amazon Ads had entered into a three-year agreement to help brands reach audiences through Prime Video ads. This made us the first holding company to partner with Amazon Ads on this exciting new offering, which we believe will be significant in the evolution of the media marketplace. The recently streamlined and integrated KINESSO offering had a standout quarter, and MediaPost named it Media Agency of the Year for 2023. At UM, we saw a global win with Boeing in partnership with FCB, as well as the promotion of two internal leaders to be both the global and U.S. CEO. Initiative was named Media Network of the Year by the Festival of Media over North America, and won that same honor for the sixth consecutive year in Latin America. At Acxiom, on the platform side, the company was spotlighted as an identity and onboarding leader in Snowflake's Marketing Data Stack report. Acxiom's also launched a new data offering in the healthcare space, and the Acxiom Health data set is going to enable our healthcare clients to significantly increase campaign conversions and improve the success of display and video advertising. As we've mentioned, IPG Health had a strong quarter, leveraging tailwinds from both new business wins and its long-standing leadership in the category. In terms of industry recognition, the unit dominated at the Medical Marketing and Media Awards, being named Network of the Year for the second consecutive year. FCB's performance was strong, as it has been consistently over the course of 2023. Clorox consolidated all of its U.S. creative duties with the agency during Q4, and at year-end, the network continued to garner top industry accolades creatively, with Global Network of the Year honors at the One Show and similar honors for its North America operations. In our earned and experiential agencies, Momentum Worldwide became the first agency to secure AI patents that fuse machine learning and AI to create smarter and more targeted experiences for consumers. And Octagon brought on a range of new clients in the fourth quarter, notably Subway, as well as significantly expanding its work with clients such as Snickers and the Premier League. Our PR network showed solid growth during the quarter. We saw this across geographies. The healthcare sector was a strong contributor, driven by a key AOR appointment at Walgreens and new assignment with existing client, Vertex. Weber won AOR duties for Eventbrite, and also, created the biggest earned media campaign ever on the part of Kellan ova, one of our important clients, as part of their college football bowl sponsorship. Golin was appointed to lead Fidelity's U.S. PR efforts, including external newsroom operations, earned media relations, crisis management, as well as content and measurement. On the ESG front. We announced our inclusion on three key corporate ratings: the Dow Jones Sustainability Index for North America, the Human Rights Campaign's Corporate Equality Index, and a best place to work on the Disability Equality Index. We see earning recognition from these leading organizations as further validation of our efforts to create a fair and inclusive culture across the organization. Now, stepping back, I think we know that the world in which we live is increasingly digital, that more than ever, clients need help from us in using audience-led thinking, powered by data and AI, to solve for a widening set of business problems and opportunities. As always, we're going to continue to invest behind the growth of businesses by developing our own people and continuing to differentiate our offerings. This includes investment in upskilling, training, and recruitment, particularly around AI, but also marketing platforms and cloud computing. Our plans also include a disciplined approach to M&A, which will focus on opportunities that are consistent with strategic growth areas, notably increasing our scale and capabilities in digital transformation and our total commerce offerings. As stated earlier, despite the continued uncertainty we're seeing in some key client sectors, we are targeting growth in 2024 in the range of 1%-2%. Consistent with that level of growth and the investment needs that we've discussed with you this morning, we foresee adjusted EBITDA margin of 16.6%. Based on our long-term track record, we're confident that margins will resume their upward trajectory in the years ahead. Of course, another key area of value creation remains a very strong balance sheet and liquidity, and our ongoing commitment to capital returns is evident in the actions announced by our board today, which also speak to confidence in our strategic trajectory and our future prospects. Now, that commitment to capital returns is in addition to meeting the M&A priorities mentioned earlier. I would just like to close by thanking our clients, our people around the world, of course, those for you on this call, for your continued interest and support. With that, let's open the floor to your questions. Thank you. To ask a question, please press star one, unmute your phone, and record your name clearly. If you need to withdraw your question, press star two. Again, to ask a question, please press star one. One moment for the first question. Our first question is from Adrien de Saint Hilaire with Bank of America. You may go ahead. Yes, good morning, everyone. Thanks for taking those questions. I've got a couple, if you don't mind. First of all, Philippe and Ellen, can you help us with the cadence of growth that you expect for 2024? Some of your competitors have been talking about, you know, Q1 being in line with the full year. Some others have talked about the year being more second half weighted. Where do you shake out? And the second question is, what impact from net new business are you assuming in the 1%-2%? Because on the one hand, you've had some decent success, of course, with GEICO, Pfizer, but then you have some other accounts which are under review, like Amazon, some others like GM, which may be under review. Curious if you've assumed any benefits or any loss, or something neutral in there? Thank you very much. Oh, yeah, thank you for the question. You know what? I'll try to do is just unpack and give you the component parts of that 1%-2%. I think I would sort of be two ways to consider it. Whether you think, you know, mix and/or balance of assets in the group, right? So relative size of maybe some of the most traditional—those more traditional assets. You know, we've talked about the impact that, you know, the digital agencies, though a small part of revenue, are having to our overall growth. But what we factored into our thinking was strong continued performance from segments of the portfolio, you know, that have either more precision or more accountability or technical expertise baked in. So clearly, you know, media, long a leader, a creative top and bottom line, healthcare, and then marketing services like experiential and earn, for any number of reasons, I think are very relevant and making an impact with clients given how hard it is to connect with consumers. We factored in the expectation that tech and telco will continue to pressure growth less so than last year. And that's, as we said, stabilization, broadly speaking, among that client set. But for us, clearly, you know, we're carrying a sizable loss in telco that will be felt through most of the year. On the digital specialists, I think the plan has similar expectations. They do lean more heavily into the tech space, but as I also mentioned, I think we're thinking a lot about whether we've got the scale there that we require, you know, specifically around skill sets like digital transformation. So not likely positive, but less of a drag than last year. And then with respect to new business, as you said, we had quite a number of large wins, some of which we began to feel the benefit of in the back half of last year and more so in Q4. Regrettably, we then had, you know, two sizable losses, different flavors, different reasons behind that. But we're gonna basically be carrying the headwinds of both those losses all year this year. So if we think about, you know, new business as we head into the year for the totality of 2023, that's taken a lot of the wind out of our sails, so we figure we're, broadly speaking, flat. And those are all the moving parts. I mean, I don't know that, Ellen, if there's anything to add, and we don't usually sort of walk folks through the phasing of the quarter, but hopefully, that is point by point, all the ways that we got to how we see 2024 and what informs that range that we're guiding to. Very comprehensive. No, thank you, Philippe. Very clear. Thank you. Our next question is from David Karnovsky with JP Morgan. You may go ahead. Hi, thanks. Maybe to follow up on a prior one, Philippe, you noted stabilization broadly for tech- There's only been one. I'd say you're, you're following up on a prior question. You're the second question. Well, a follow-up on the first part of the prior question. So you noted stabilization broadly for tech and telecom outside of the new business impact. I just wanted to see if you could expand on what you're seeing in the vertical right now. Are there any kind of renewed indications of a project break or brand spend? And then on margins, you know, in the past, you've spoken to the company's ability to expand profitability in almost any environment. And I think we can appreciate there are unique factors in 2024, like incentives resetting or investment in certain areas. But I wanted to get you to speak a little bit longer term, and would you expect to kind of continue to convert organic growth into margin gains as you have in the past? Thanks. Absolutely. Well, look, I don't think any of us is. You know, the way in which we demonstrated in 2023 that you can run a business this scale and this complexity and see margin improvement, notwithstanding no growth, is not our, you know. Any number of us have talked about it over time, and we've always said that the flexible cost model does give us the ability to do that. Looking forward, I think that we tried to call out for you where we see the need for, and we're pretty specific about areas where there'll be organic investment in the business. And I think that's part of why we're essentially in a sort of flat-ish, down 10 basis points in terms of where the margin target is. But nothing has changed that in, in the underlying, with growth, we convert to, improvement in margin. And then, as you know as well, there's the degree to which we're gonna continue to think about and look at our own processes and re-engineering our business. AI will actually play a part in that as well. It's not a 2024 event, but, the additional dimension to our, to our media, offerings, so, a media buying model that, kind of adds the ability to take that principal to generate efficiency, because I think we've, we've been a media buyer that, where value has been about, effectiveness. I think there'll be, there'll be opportunity there. So I would, I would not conclude that, you know, this year is indicative. I think we tried to be as clear as we could in the prepared remarks, you know, that we still see upside on the margin. Oh, and then the first part of your question, I don't. Again, I think what we shared in the past is that it did feel to us as if during the fourth quarter, tech and telco was stabilizing, and I would say that that's still the case. It doesn't feel like we're, you know, seeing meaningful upside there. And to Adrian's question, you know, we've not factored that into our thinking for 2024. Okay. Thank you. Thank you. Thank you. The next question is from Tim Nollen with Macquarie. You may go ahead. Hi, thanks very much. Philippe, I'd just like to ask about some of the reorganizations that you've done. You've had some management turnover, you've had some account losses, but I'm focused actually on the data and media segment, and you mentioned KINESSO in your prepared remarks. Just wondering if you could help us understand how that data and media organization is more simplified, how it presumably should be better, can help clients drive better returns on spending, hopefully win some more business. And relatedly, I think you mentioned also in your prepared remarks about focusing some M&A activity on scale and digital transformation activities. I wonder if that's a particular call-out or just, and if there's anything more to add to that, or if this is just kind of a standard, you know, thing that you would be investing in. That's both good questions. I mean, the KINESSO decision was sort of an evolution. I think you know us and have followed us long enough to know that post-Acxiom, we built an engineering capability that allowed the data to be accessed by and put to use, you know, again, by as many of our agencies as possible, concentration still being largely our media business. That then led to the creation of an addressable unit. And what we were observing there was just that there started to be, you know, a bit too much complexity. There were just too many places that you had to stop along the way to get that kind of work done. So we have both recombined and integrated what was Matterkind, KINESSO, you know, Reprise, all of those units, Performance, kind of holistic, addressable, and then, and then the folks who build the, the tech that drives that into one unit. We've also aligned that into media brands. And as I mentioned, their, their performance was actually very strong, last year, specifically called it out for the quarter. And it's just meant just a more streamlined way to get all the way through that value chain. And, you know, we still have work to do to activate Acxiom across more of the group. So I think that'll also help because it's likely that that'll become the, the tech node from which we do that for the entirety of, of IPG. And the second question you asked, I think, goes to when I, you know, look at, or when we look at what we've run into with very, very—with premium digital agencies that are in the portfolio that for many years were very, very strong performers: is a sense that coming out of pandemic, scale in that space matters. And you're sort of looking at where some of that business is going, and the nature of how a lot of, a lot of those RFPs come across. And so I think it's an area we're interested in and would have been interested regardless, but it's definitely an area of particular focus at the moment. Okay, thanks a lot. No worries. Thank you. Thank you. The next question is from Steven Cahall with Wells Fargo. You may go ahead. Thank you. So, you know, we've seen at one of your peers that media's been strong and accelerating, and creative has been softer. I think you've called out some similar trends, with creative a bit softer and media brands performing well. I'm just wondering, as you speak to clients, do you think that this change in the way that advertising is evolving means that brands are going to increasingly shift dollars into paid media and take dollars out of creative? Is that a long-term change to the industry? And if so, what does it mean for Interpublic? And then just to pick up on the margin topic, so, you know, I think it was about eight years ago, every agency had to invest in capabilities like programmatic, and it did take some margin expansion out of the industry, kind of until about the COVID era. And I think now we're seeing some of that in both media and AI. So how do you think about this investment cycle in terms of how long it might last before that longer-term margin expansion plan comes back? Thank you. That's a lot in two very quick questions. So I guess on the latter, I would say to you that, you know, obviously, if you look at our margins four years ago today, five years ago today. So, I think that the AI piece. Well, to begin with, it will, it will likely, you know, be helpful from a, from a margin perspective. But I think that you have to kind of unpack the spend. There's been a lot of, you know, noise around, you know, who's spending what or what those commitments are, and I'm not sure that, you know, even for the folks who put some numbers out there, it's necessarily been apples to apples. But, you know, I think from where we sit, you know, the investments across the group that we'd classify as AI-related, are, are quite significant. You know, so, you know, if we look at 2024, assume that that number is, you know, $80 million, range and varying. And that is tech, software, including, you know, the licenses and, and the partnerships, many of which I called out to you. And then development, which can happen in-house, and then a great deal of training that is required. And so, you know, AI's been a part of the business for many years, particularly on data, on the media, the sort of more tech-leaning offerings. So the spend has been growing, over time, and that 2024 number I throw out there is not all incremental, right? So you think about the annual budgets we've got for tech, for development, for training. Portion of that, now an increased portion of that, is gonna be directed to AI. As we rethink core components of our business, Ellen talks a lot about how we are kind of, you know, looking for more efficient processes. We're gonna basically, I think, fund that incremental spend internally. So I don't know that I would conclude that it's gonna be a significant drain on our profitability prospects, and I'm thinking about programmatic, you know, did that happen faster? I mean, AI has definitely been part of the business for a while, or, you know, certain parts of AI. And then the first question, I would say, it's not a trend that we haven't observed for some time. So I would say that, on the creative side of the business, things have become, you know, in many cases, more project-driven than a very, very, you know, kind of traditional model of that would have existed years ago around kind of AOR. And there's still significant value in creativity, but I think you wanna focus on where you've got very, very strong players in that space. And I think, you know, as you called out, many of the large holding companies index, you know, heavily into some of those traditional assets. And so in a fragmented media ecosystem, creative ideas matter a lot. I look at the success we're having with FCB, which is a, you know, traditional agency, but it's a very forward-thinking management team, and they have figured out a way to plug into the data layer for insights, and to get very precise in setting goals for, what they're trying to accomplish with, their clients. And then it's integrated with other disciplines, in their case, very strong production. So if you've got great content, and it's part of a bigger system, and then you've got smart delivery, that works, that works pretty well. So I think these days, clients want both. They're sort of asking for brand and performance, which doesn't quite get to the, the question that you asked, or the suggestion, which is, you know, is there a point at which people abandon that? Because I think that's a dangerous thing as well. Thank you. No worries. Thank you. Thank you. Our next question is from Julien Roch with Barclays. You may go ahead. Yes, thank you for fitting me in 3 minutes before open. Hello, Philippe. Hello, Ellen. Hey, Julien. Just one question. Omnicom's guided to 3.5%-5%, Publicis 4%-5%, you 1%-2%, so let's call that a 3-point difference. Can you unpack that difference between the digital specialist roles, tech and telco, net account wins, and anything else I did not think about? So you say flat on account wins, but Publicis and Omnicom would benefit from account wins, so I don't know, 50 basis point, 100 basis point on that. But what about the drag from digital specialist exposure to tech and anything else I didn't think about? Thank you. Look, I can't tell you what is in their numbers, and obviously, we're comparing things that are not exactly alike based on the accounting. I think the media buying capability that we're talking about adding may also account for some of that delta. But if I look at the entirety of 2023, I can tell you that, you know, tech and telco cost us 2.2% of organic growth, and the digital specialists cost us about 1.2%. And if you de-duplicate that so that you're not double counting, that cost us three percentage points of growth. Right? But so again, I can't go into what is in their numbers, and I don't think that they're exactly comparable. I took, you know, to the, to the point of the very first question, I wanted to be very sort of direct and transparent and pull apart for you all, how we built our view to the year. And then to your question, I think that is it like for like, is a question. We have a terrific media offering, but, you know, world where, you know, perhaps a different approach and a, and a, and a focus on efficiency means that there's an opportunity there for us because that may be part of the gap. And then hopefully, the numbers I just shared with you fill the rest of the gap. Okay. All right, thank you. Thank you. Thank you. That was our last question. I'll now turn it back to Philippe for any final thoughts. Well, thank you. Well, thank you, Sue. Thank you all for your time, and we will stay focused on the work that needs to get done here because, you know, to the point of a number of the questions, we definitely have to get back to things that have been the norm for us for a long time, and I think this is gonna be a year where we can finish some of the transformations that are required to do that. So appreciate the interest and the time. Thank you. And this concludes today's conference. You may disconnect at this time.