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    About

    A Marketing Practitioner Who Builds AI Systems.

    Not an AI researcher who learned marketing.

    Jakub Cambor

    Founder, AI for Marketing

    The Short Version

    How I got here.

    I have spent 8 years in marketing. I have managed paid campaigns across Meta, Google, LinkedIn, and TikTok for both B2B and B2C businesses, from early-stage startups to enterprise accounts. I have built content strategies, generated thousands of leads through outbound systems and inbound funnels, and managed ad budgets exceeding GBP 200,000 per month.

    I have worked across industries: SaaS, e-commerce, professional services, technology, healthcare, education, and more. The common thread was always the same. Repetitive marketing tasks consuming talented people's time.

    Then AI changed everything.

    Not the hype. Not the chatbots. The infrastructure. Autonomous systems that can execute entire marketing workflows without daily human labour. I saw the future of marketing operations and spent two years learning how to build it.

    AI for Marketing is the result. I combine deep marketing knowledge with autonomous system architecture to build machines that do the work my teams used to do manually. The strategy is still human. The execution is now autonomous.

    Why This Matters

    Most AI agencies sell tools.

    Most AI agencies sell tools. They hand you a subscription to a platform and call it transformation. Most marketing agencies sell time. They charge monthly retainers for manual work that stops the moment you stop paying.

    We run your marketing for you.

    Custom-configured, autonomous marketing systems that run under a monthly partnership. You approve every change. The value compounds every week.

    We are marketing practitioners who build AI systems. That distinction matters, because we understand what good marketing looks like before we automate it. The AI is the system. The marketing strategy is the fuel. Without both, you have a machine that goes nowhere.

    Track Record

    Results That Speak for Themselves

    Real numbers from real campaigns across B2B and B2C industries.

    97%

    Cost Per Lead Reduction

    Transformed a campaign from $348 CPL to $7.68 CPL through systematic optimisation.

    $0.02

    Cost Per Engagement

    Achieved industry-leading engagement costs across B2B social campaigns.

    GBP 200K+

    Monthly Ad Budget Managed

    Enterprise-scale ad budgets across Meta, Google, and LinkedIn simultaneously.

    1000s

    B2B Leads Generated

    Across outbound systems, paid campaigns, and inbound funnels for clients in multiple industries.

    Experience

    From Startups to Enterprises. B2B and B2C.

    SaaSE-commerceProfessional ServicesTechnologyHealthcareEducationFinanceReal EstateHospitality

    The industries vary. The principles are the same. Every business needs to be seen, be found, and start conversations. We build the systems that make it happen.

    What We Do

    Three Growth Challenges. One System.

    Content

    The Outcome: Omnipresent Authority

    We turn your voice into a system. Research, strategy, planning, creation, distribution, reporting. All without your daily involvement. Content builds trust. Content proves expertise. Content is how the world finds you.

    Paid Growth

    The Outcome: Predictable Profit

    We do not gamble. We engineer. Winning content becomes winning ads. We learn from the data, uncover opportunities, act on insights, and end wasted spend. Mathematical growth, not hopeful spending.

    Lead Generation

    The Outcome: Liberation

    Finding your ideal customers, researching them, writing hyper-personalised outreach, follow up, and doing it all without your intervention until the meeting is booked.

    Credentials

    Verified Expertise

    Relevance AI Partner

    Certified Relevance AI Partner

    Recognised partner status for autonomous system architecture and deployed agent workflows.

    Partner badgeAI agent systems
    Upwork Expert-Vetted

    Top 1% Expert-Vetted on Upwork

    Verified through rigorous vetting across 100+ marketing and AI projects with a 100% job success rate.

    Expert-Vetted100% job success

    8+ Years Marketing Experience

    Paid advertising, content strategy, lead generation, and growth across Meta, Google, LinkedIn, and TikTok. B2B and B2C. Startups to enterprises.

    GBP 200K+ monthly ad budgetsB2B and B2C

    AI for Marketing Ltd

    Registered in England and Wales · Company Number: 16663129

    3rd Floor, 86–90 Paul Street, London, EC2A 4NE

    AI for Marketing is a UK-registered company specialising in autonomous marketing systems. We combine 8+ years of hands-on marketing experience with modern AI infrastructure to build systems that replace manual marketing operations entirely.

    Our clients span B2B SaaS, e-commerce, professional services, and technology. Results include a 97% reduction in cost per lead for Allegiance Industries (from $348 to $7.68), $528K in tracked revenue for ToastPal through AI-optimised Google Ads, and 4.72x ROAS for Mumshandmade across Meta campaigns.

    Jakub Cambor founded the company after a decade in performance marketing and two years building autonomous AI systems. He is rated in the Top 1% of Expert-Vetted talent on Upwork with a 100% job success rate, and is a Certified Relevance AI Partner.

    Philosophy

    What We Believe

    Systems beat services.

    Results beat subscriptions.

    Clarity beats complexity.

    Execution beats perfection.

    Ready to Build Your Marketing Machine?

    Want to see if autonomous marketing systems are right for your business? Book a free 15-minute call. No pitch. Just clarity.

    Book a Free Discovery Call