We automate the work no one should be doing.
From TikTok video compliance to creator payouts — MARUFIC LLC builds AI-powered systems that run 24/7 without human involvement.
What we build
Purpose-built automation systems for TikTok creator programs and content agencies. Every solution scales to thousands of submissions and produces a full audit trail.
AI Video Compliance Review
Automated pipeline that downloads, transcribes, and scores creator submissions against campaign rules.
02Creator Dashboards
Real-time portals where creators track submission status, scores, feedback, and payment history.
03Automated Submission Pipelines
End-to-end intake flows that capture creator details and route submissions without a human in the loop.
04Payout & Deduction Tracking
Approval-to-payment workflows with full audit trails, finance-ready exports, and real-time reporting.
How it works
Three steps from creator submission to paid invoice — no manual intervention required.
Creators Submit
Submissions arrive through Typeform or a custom branded portal — name, links, payment details, and assets.
AI Reviews & Scores
The system downloads each video, transcribes it, and scores it against campaign rules automatically.
Dashboard & Payouts Update
Creators see results in real time. Approved submissions flow into payout queues — no manual work.
What partners say
Agencies and creator programs that replaced manual review queues with CMDA systems.
"We cut our compliance review time from three days to under an hour. The audit trail alone paid for the build."
"Our creator support tickets dropped to zero after launching the dashboard. Creators check the portal — they don't email us."
"The payout pipeline runs itself every Friday. Finance gets a clean export, creators get paid, and I never touch a spreadsheet."
Ready to automate your workflow?
Book a free 30-minute call and we'll map out exactly where automation can save you time and money.
Book a Free Call