Creative Production Platform
End-to-End Management for Mediabuying Teams
The Problem
Mediabuying teams run fragmented workflows: briefs in docs, tasks in one tool, analytics in spreadsheets, generation in separate services. There is no single source of truth for the creative lifecycle: idea → brief → generation → review → launch → performance analysis.
- Impossible to systematically identify what works — data is scattered across tools
- No visibility into where time and money actually go in the pipeline
- Every manual handoff adds friction, slows the system, and introduces errors
- Generic PM tools (Jira, Asana, Trello) don't understand the creative production workflow
The Approach
Total vertical integration of all mediabuying processes in one tool.
Three core principles:
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Everyone does what they're good at. Creatives don't manage payments. Mediabuyers don't chase task statuses. The system handles routing, notifications, and tracking — people focus on their craft.
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Clear hypothesis cycles. Every creative follows: hypothesis → expected result → actual result → reflection. The system enforces this structure, making it impossible to skip the learning step.
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Every cycle is visible and can be accelerated. Time between each status change is tracked. Iteration counts are logged. Bottlenecks become obvious from data, not from asking people what's taking long.
What the Platform Does
- End-to-end task tracking: brief creation → generation → review → approval → launch — every step with timestamps and ownership
- AI-powered generation from within: image and video generation integrated directly, all prompts and briefs kept in context, iteration history preserved
- Programmatic analytics: ad performance AND team performance in one view — which ideas win, where the pipeline is slow, how resources are spent
- Per-variation workflow: one task generates multiple variations (formats x languages x sizes), each approved independently
- Role-based experience: Creative (briefs + ideation) → Executor (production) → Manager (analytics) → Mediabuyer (launch + performance)
- Telegram-native notifications: real-time status updates where teams already communicate
- Database-heavy architecture: everything is stored — every input, every change, every decision — enabling deep analytics and visual troubleshooting
In development: campaign management rules, landing page generation, continued systematic removal of friction.
What Makes This Hard (and valuable)
The technology is not the hard part — with modern AI tools, building the frontend and database is achievable. What's genuinely difficult:
- Implementation: getting an entire team to adopt a new system and actually use it consistently
- Making it valuable: designing the UX so that data flows naturally from normal work, without requiring extra manual entry
- User acceptance: managing the human side — fear of change, fear of being tracked, resistance to new workflows
- Architecture of experience: structuring the system so every role — from junior designer to head of media — gets clear value from it
The core for creative generation and campaign launch with full analytics is already built and in production use.
Applicable Across Domains
This approach works for any team doing mediabuying at scale. Different domains have different specific pain points:
- E-commerce / brand aggregation (where this was built): idea generation, creative tracking, full-pipeline analytics
- iGaming / gambling: end-to-end tracking, identifying long-term performing creatives (whale acquisition), account management simplification, compliance tracking
- Fintech / crypto: regulatory compliance audit trails, multi-market creative management
- Any performance marketing: campaign math model creation, better analytics at every specialist level
The core platform handles the universal parts. Domain-specific modules can be built on top.
Motivation
I am actively looking to bring this approach to more mediabuying teams across different verticals. The system is in production, the methodology is proven, and I am open to exploring the right model — whether that's consulting, partnership, or integration work.