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Polar Analytics
Polar Analytics is a multichannel AI analytics platform for ecommerce and direct-to-consumer brands, built to unify scattered marketing, sales and CRM data into one dashboard on top of a warehouse-native data stack. Founded in 2021 by David Dokes and Charbel Seif, it centralizes 45+ data sources, tracks metrics like CAC, ROAS, MER and LTV, and layers AI agents and a Model Context Protocol connector so merchants can query live data and act on it. Polar serves 4,000+ brands across 45 countries and has raised roughly $28.5M, including an $18M Series A led by Chalfen Ventures in November 2024.
Journify
Journify is an AI-powered, composable customer data platform that captures, cleans, enriches, and streams conversion signals from web, mobile, CRM, and offline sources into ad platforms like Meta, TikTok, Snap, and Google. The company helps brands push match rates toward 90%, reclaiming the 30-40% of conversions most advertisers silently lose.
Taoufik Jamali
Taoufik Jamali is a Moroccan-born serial entrepreneur and CEO of Journify, an AI-powered composable Customer Data Platform that pushes ad conversion match rates from ~42% to 70-90% through privacy-first, server-side data activation. With two successful startup exits under his belt - Netclub (sold to Match.com in 2007) and Unyk (acquired by Viadeo in 2009) - and stints as VP of Growth at Shopkick and VP of Product/PLG at Smartsheet, Jamali founded Journify in 2023 and grew it to $1M ARR within nine months, raised $4M in 2025, and doubled the company valuation in under six months as he targets the broken attribution problem plaguing e-commerce advertisers globally.