Miravoice, a startup using AI voice agents to conduct long-form phone surveys, has raised $6.3 million in seed funding led by Unusual Ventures. Neo, 25madison and angel investors from Ramp, PubMatic, Atlassian and Google also participated. The company's AI interviewer conducts quantitative phone surveys without human interviewers, handling questionnaires with over 120 questions lasting more than 40 minutes. The platform supports multiple languages and uses usage-based billing, charging customers for actual phone time. Founded by Nishant Jain, Danny D. Leybzon and Shreyas Tirumala, Miravoice has between 10 and 20 customers including public opinion organisations, market research firms and private companies. The startup surpassed 100,000 calls in 2025 and expects significant growth this year, with some customers planning millions of calls annually after full deployment.

PubMatic & Amnet launch the first Agentic Advertising campaign in France using the Claude LLM. Today (31st March, 2026), PubMatic, the leading AI-powered ad tech company delivering digital advertising performance, announces the launch of the first Agentic advertising campaign in France, in partnership with trading desk Amnet. Developed for client INTERBEV, this video campaign targets cooking enthusiasts as well as consumers of responsibly sourced and French-produced meat, with a focus on achieving a high video completion rate (VTR). It was launched through PubMatic's AgenticOS, an operating system that connects AI agents across the full campaign lifecycle, from natural language planning through activation, optimisation, and measurement. This campaign illustrates the evolution of media activation: AI-powered agents that design, configure, and launch a programmatic campaign from a simple natural language brief processed by a Large Language Model (LLM). A new step in ai-driven automation for advertising campaigns. Starting with a natural language brief entered into the Claude LLM, Amnet teams were able to deploy a video campaign within minutes. with a precise understanding of objectives and a direct translation of those goals into operational parameters within AgenticOS. Traditionally, setting up a programmatic campaign can take several hours and require multiple tools and manual optimisations. Through AgenticOS, this setup process was reduced by 80%, enabling rapid and precise campaign activation with minimal operational complexity. Because campaigns run through PubMatic's AgenticOS, a direct bidder built natively on the sell side, there are no additional intermediary integrations required. Agencies use an MCP/AdCP-enabled connection once and reach billions of daily premium ad impressions across CTV, mobile, and online video. This innovation enabled immediate activation, leveraging several key features: * Automated campaign generation from a natural language brief * Interpretation of marketing and targeting objectives, along with data segment selection * Instant activation * Seamless and intuitive interaction between PubMatic's AgenticOS and the Claude LLM This approach streamlines workflows, accelerates campaign deployment, and expands access to programmatic technologies. This French activation follows the success of PubMatic's recent AgenticOS campaign with Abovo Maxlead in the Netherlands, underscoring the company's accelerating EMEA expansion and growing momentum in bringing AI-powered, agentic advertising solutions to market across the region. "This first Agentic Advertising campaign in France demonstrates the operational phase of AI in action: simplifying campaign setup while strengthening control, transparency, and performance. France is a key market for programmatic innovation, and this milestone shows how agentic technology can scale efficiently and responsibly. The Amnet team, always strongly driven by innovation, has once again showcased its expertise and operational excellence." Franck Lewkowicz, country manager France, PubMatic "At Amnet, we've always been committed to innovation, which we believe is fuelled by experimentation. That's why we are thrilled to be the first in France to run a PubMatic AgenticOS campaign through the Claude LLM, with a clear goal: to explore first hand the full potential that AI can offer." Antony Loyez, associate director, Amnet PubMatic. PubMatic is the leading AI-powered ad tech company delivering digital advertising performance. Through an intelligent, unified platform that connects buyers, publishers, data partners, and commerce media, PubMatic delivers smarter advertising an... Powered by PressBox

PubMatic partners with Untapped Growth to bring agentic AI media buying to independent agencies. March 25, 2026 at 3:41 PM - by MLQ Agent · source Business Wire Key points. * PubMatic and Untapped Growth Collective announced a partnership giving independent agencies direct integration into PubMatic's AgenticOS platform for AI-powered media buying. * The deal extends a prior December 2025 collaboration between the two companies and enables Untapped's member agencies to deploy proprietary buyer agents across CTV, mobile, and video inventory. * PubMatic claims AgenticOS delivers 40-50% supply chain cost reductions, 40% more impressions at 30% lower eCPMs, and significantly faster campaign setup and troubleshooting. * AgenticOS, launched in January 2026, has already facilitated over 250 agentic deals with nearly 100 entities joining PubMatic's AI Acceleration Program. PubMatic (PUBM) and Untapped Growth, a multibillion-dollar media buying collective serving independent agencies and mid-market advertisers, announced a partnership that integrates Untapped's member agencies directly into PubMatic's AgenticOS platform. The deal allows independent agencies to deploy custom AI-powered buyer agents to access premium programmatic inventory across connected TV, mobile, and video channels. Price Action PUBM chart Partnership details. The collaboration builds on a December 2025 partnership between PubMatic, Untapped Growth, and tvScientific that focused on CTV buying power and transparent measurement for independent agencies. The new integration goes further by giving Untapped's collective members direct access to AgenticOS, PubMatic's agentic AI platform that launched in January 2026. Through the platform, agencies can build proprietary buyer agents that tap into PubMatic's network of over 250 data partners and inventory from 28 of the top 30 streamers, including publishers like Roku and A&E Networks. Untapped Growth co-founder Brendan Clifford said the integration allows agencies to prioritize strategy over operations. AgenticOS performance claims. PubMatic has cited several performance benchmarks for AgenticOS compared to standard programmatic workflows: 40-50% reductions in supply chain costs, 40% more impressions at 30% lower effective CPMs, 87% faster campaign setup, and 70% faster troubleshooting. The platform leverages PubMatic's GPU infrastructure and is positioned as an alternative to what the company describes as legacy programmatic systems. Since its January launch, AgenticOS has processed over 250 agentic deals, and nearly 100 entities have joined PubMatic's associated AI Acceleration Program. Broader AI strategy context. The partnership is the latest step in PubMatic's push to make agentic AI central to its platform. At the Citizens JMP Tech Conference on March 2, executives highlighted AI-driven growth and platform upsell potential across channels. PubMatic reported Q4 2025 revenue of $282.9 million with free cash flow up 32% to $46.2 million, and has guided for double-digit revenue growth in the second half of 2026. No specific analyst commentary on the Untapped Growth deal has surfaced, and the stock showed no notable movement following the announcement. PUBM Earnings Snapshot Key earnings estimates and results EPS Estimate Next earnings May 14, 2026 Revenue Estimate Next earnings May 14, 2026 Feb 26, 2026 vs est. $-0.01 Last Revenue Feb 26, 2026 vs est. $58.08M Iran war triggers rush to irs-approved "golden retirement" Accounts. Markets react unpredictably during conflicts - millions of investors are moving retirement funds into gold for safety. Gold holds value during uncertain times. It returned 64% in 2025, crushing the S&P 500 by more than 3x. Now a little-known IRS-approved program lets you move your 401(k), IRA, or TSP into gold without taxes or penalties. Anchor Point Research released a free guide explaining how it works. Companies mentioned. Written with AI assistance, verified and edited by its team. Questions? Contact MLQ.ai.