The Short Version
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 £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. 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.
I sell neither. I build systems.
Custom-configured, autonomous marketing machines that are yours to keep. The costs are front-loaded. The value compounds. You own everything.
I am a marketing practitioner who builds AI systems. That distinction matters because I understand what good marketing looks like before I automate it. The AI is the engine. 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.
£200K+
Monthly Ad Budget Managed
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.
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. Three Engines.
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
Credentials

Certified Relevance AI Partner
Recognised expertise in autonomous system architecture. Direct access to platform support and enterprise-grade infrastructure.

Top 1% Expert-Vetted on Upwork
Verified through rigorous vetting across 100+ marketing and AI projects. 100% job success rate.
8+ Years Marketing Experience
Paid advertising, content strategy, lead generation, and growth across Meta, Google, LinkedIn, and TikTok. B2B and B2C. Startups to enterprises.
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 cutting-edge 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 with direct access to enterprise-grade AI infrastructure.
PHILOSOPHY
What We Believe
Systems beat services.
Ownership beats 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 Discovery Call