Scale your profit,
not headcount.
We build internal AI software that runs your
repetitive marketing work on autopilot.
3 client slots open this month
Your StrategistWho's behind your AI systems?
Me. Not a project manager, not an offshore team. Me, and a small team.
I'm Mudi. I spent a decade ranking my own sites and running an SEO agency, doing all of it by hand: audits, strategy, briefs, publishing, outreach, lead gen, and the late nights fixing what broke. So when I automate something for you, it's work I've actually done, not work I read about in a thread.
Most AI agencies are just vibe coders. We can vibe-code with the best of them, but underneath it is a decade in marketing, paired with real AI and engineering. That knowledge layer is the whole difference. We know what to automate, and what to keep human.
So we stay boutique. A few clients at a time, every build with my name on it. Quality doesn't scale by hiring, it scales by saying no. Everything we ship is yours: documented, on your infrastructure, built like it's my own.
It's the same work that's earned me 8-figure clients, a Fortune 500 (Alipay), and 10+ conference stages around the world.
My promise: if we're not a fit, or it won't pay for itself, I'll tell you, not sell you. I'd rather lose the deal than ship you something that doesn't earn its keep.
Replace manual workflows with
internal AI systems
An AI system is internal AI software, custom-built around one of your workflows. Your team runs the dashboard, the AI does the work, and you own all of it.
SEO & GEO Systems
For agenciesContent, audits, links, reporting: every repetitive SEO and AI-search (GEO) task, handled by a system, so your team focuses on what moves rankings.
Affiliate Systems
For ecommerceRecruitment, onboarding, tracking, payouts: your whole affiliate program, run by a system, so partnerships scale without the manual overhead.
Workflow Systems
For in-house teamsThe repetitive internal workflows your team runs every day, automated, so nothing slips and everyone knows what's next.
Proof, not promises.
Real systems we've built, and the numbers they moved.
Problem: Article production was fully manual: briefing, outlining, writing, editing, internal links. Long review cycles, inconsistent output.
Solution: A full SEO content system, from SERP analysis to brief to outline to draft to QA, automated inside their existing workflow with human approval gates.
70%
faster content production
5x
more output capacity
Problem: Prospect lists were filtered manually: days of review before a single outreach email went out.
Solution: End-to-end link building system, from prospecting and domain auditing to outreach, automated follow-ups, and CRM injection.
80%
less manual filtering
3x
more outreach capacity
Built for leverage, not hype.
Built around how you actually work
Every prompt, model, and workflow is shaped around how your business really operates. Never generic.
Growth stops costing you headcount
More clients, same team. The system absorbs the work you used to hire for.
Quality holds when volume increases
Same structure, same standards, no matter how fast you scale.
You build an asset, not a dependency
Runs on your infrastructure. Fully documented. Owned by your team, not locked behind ours.
Every alternative looks cheaper.
Until you count the real cost.
Delivery Time
Live in 2 to 4 weeks.Real Cost
From $2,500. Fixed.Marketing expertise
Deep in SEO, GEO, affiliate, and agency operations.Who Does the Work
Backend, frontend, and SEO. One team.Ongoing Support
Included and structured.Ownership
Code, docs, and knowledge. All yours.When Things Break
We fix it. That's the point.From roadmap to your first system,
in ~4 weeks.
Unlike a typical dev shop, we don't spend months building. Deep specialization and smart use of AI get your first system live fast.
Process audit
Week 1
We map how your team works today: what's slow, what breaks, and what's ready to automate.
System build
Week 2-3
We design and build your systems (agents, integrations, and workflows) with checkpoints along the way.
Deployment & support
Week 4
Your systems go live, your team gets trained, and we keep improving them as you use them.
AI systems that pay for themselves.
Everything we build is yours, fully transferable, anytime.
Ready-to-Install Systems
PopularBest for teams that want a proven win, fast.
Skip the build. Install a system that already works.
These systems are already built and proven in real businesses. Pick one, we deploy it on your infrastructure, and it starts saving you 20 to 40 hours a month.
- SEOLink buildingContent productionAudits & refreshAffiliateProgram managementNewsletterNewsletter engine 5 proven AI systems
- Live in 2 weeks
- Deployed on your own infrastructure
- Onboarding and handoff included
- Yours forever. No lock-in.
2 install slots open this month
Custom AI Systems
Best for businesses that need deep customization around their operations.
Built around how your business actually runs.
We map your operations, design the roadmap, and build the systems that move your business.
- Full discovery and custom roadmap
- Built into your existing stack
- Single or multi-system scope
- Founder-led, start to finish
- Yours forever. No lock-in.
1 custom build slot left this month
Enterprise
Best for organizations scaling AI across brands and markets.
Long-term AI infrastructure, embedded.
We design, build, and run your AI systems month after month.
- New systems built and shipped every month
- Founder-led strategy, dedicated team
- Built across brands, markets, and departments
- Multi-region and multi-language deployment
- Hosting, iterations, and full system operations
- Cross-team training and adoption
Optional, fully managed
For $500/mo, we host, maintain, iterate, and run the system for you. You just collect the results.
The results, in their words.
Book your free process audit
No pitch, no deck. Just a straight conversation to see if we're a fit. You'll talk directly with Mudi, the founder and strategist behind every system we build.
Questions we get every call
An AI system is internal AI software your team uses every day. Think of it like Asana or Linear, except built around a specific workflow in your business, with the AI doing the heavy lifting. Your team logs in, manages the workflow, invites teammates, and exports data through a custom dashboard. The difference from SaaS: it's deployed on your own infrastructure, you own the code, no subscription, no lock-in.
Ready-to-install systems go live in about 2 weeks. Custom builds average around 4 weeks. Larger enterprise engagements with multiple integrations can run longer. Either way, you get a firm timeline before we start.
Good. We build around what you already have. Tasken systems are designed to integrate with your existing stack, not replace it. We start every engagement with a workflow audit so nothing gets disrupted.
No. Every system ships fully documented and comes with team training. If you want it fully hands-off, optional monthly support covers ongoing monitoring, iteration, and maintenance, so your team never needs to look under the hood.
Every build ships documented, with onboarding and handoff so your team can run and fix it. For hands-off coverage, optional monthly support adds active health monitoring and fast fixes, usually within the hour.
Absolutely. Most clients start with one workflow (usually content production or lead generation) and expand from there. Systems are designed to connect and scale, so starting small doesn't mean staying small.
A developer builds what you spec. We design and build systems based on a decade of real marketing and SEO work, then stay on to improve them. You're not managing a contractor. You're getting an infrastructure partner who already knows your workflows and what breaks at scale.
Yes. Every content system we build is designed for both traditional rankings and AI-generated answers. Your content gets structured so it's picked up by LLMs, cited in AI responses, and surfaced in tools like ChatGPT and Perplexity, not just Google.
Full ownership transfer. If we stop working together, we migrate everything to your infrastructure with complete documentation. Your systems, your code, your data. Nothing stays locked on our side.