PTPaweł Tomczak
00ENTRY
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AI PRODUCT + CREATIVE OPERATIONS
OPERATING FIELD / 2026
PORTFOLIO
2026

SYSTEM IDLE

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00 / POSITIONING

I make AIoperational.

I turn unclear briefs, scattered tools and risky handoffs into systems people can understand, review and improve.

LIVE STATEHUMAN CONTROLAutomation stays inspectable.

01 / OPERATING MODEL

The model is only one component.

Inputs, ownership, exceptions, review and evidence determine whether AI actually becomes useful work.

01FRAMEuser / constraint / consequence
02MAPstates / inputs / dependencies
03AMPLIFYresearch / synthesis / options
04CONTROLreview / ownership / evidence
05RELEASEverify / handoff / record

02 / CREATIVE OPERATIONS

Creative Production Control Loop

A controlled path from brief readiness to filming, raw-footage review, corrections and editor-ready handoff.

BRIEFREADYSHOOTREVIEWFIXHANDOFF
Open case study ↗
CASE 01RECOVERABLE DELIVERYRisk surfaces before the final handoff.

03 / AI PRODUCT OPERATIONS

Operational QA and Human Review

A release-control model for AI-assisted work with visible ownership, human review and evidence before action.

INPUTSTRUCTUREAIHUMANEVIDENCERELEASE
Open case study ↗
CASE 02REVIEWABLE BY DESIGNSpeed without hidden accountability.

04 / SYNTHESIS

Clear ownership.
Recoverable plans.
Direct feedback.
No release without review.

Production discipline translated into AI systems.

05 / EVIDENCE

The spectacle gets attention.
The work has to earn it.

Selected work and operating evidence
8+ YEARSProduction + operations
15+ PEOPLEDistributed team leadership
WARSAW / CETPolish native / English C1

06 / CONTACT

Need someone who can make AI operational?