Blog

AAA Production Strategy

For Producers & XDev Managers optimizing AAA pipelines.

Anna Siaredzich about AAA AI in AAA Games: The Real Cost of Automation

AAA Game Dev: Why AI Can't Replace Senior Talent

Anna Siaredzich about Scaling AAA Games: Fix Systems, Not Headcount

Scaling AAA Games: Fix Systems, Not Headcount

Anna Siaredzich about AAA Layoffs: Why AI Plus Juniors Will Break Your Pipeline

Game Industry Crisis: The Real Reason AAA Studios Stagnate

Anna Siaredzich about Why AAA Studios Are Losing Their Best Asset: Memory

The Real Competition No One's Talking About

Anna Siaredzich about Creative Vision Is a Methodology, Not Luck

AAA Game Success: Methodology Over Roulette

Whitepapper Vision Transmission by Anna Siaredzich

Vision Transmission: Why Briefing Is Becoming the Hidden Infrastructure of AAA Game Development.

Anna Siaredzich about External Teams as Internal Partners: The Swame Art Model

Embedded Production Partner: Scaling AAA Without Losing Vision

Five shifts from Anna Siaredzich at the GamesBeat 2026, May 19

Anna Siaredzich at the GamesBeat 2026: From Vendors To Embedded Partners

Anna Siaredzich at the GamesBeat 2026, May 19

Fragmentation Is Killing AAA: Beyond Scaling Production

Anna Siaredzich on the discussion panel at the GamesBeat Summit 2026

Anna Siaredzich at the GamesBeat 2026: AAA Production Isn’t Dying — It’s Restructuring


Anna Siaredzich about Game Dev’s Frankenstein: Fixing Fragmented Production Systems

Frankenstein Problem: Why AAA Games Feel Emotionally Dead

Anna Siaredzich about AI + embedded teams: new production edge

External Dev: Beyond Cost to Strategy

Anna Siaredzich about Art direction: less central, more embedded

AI Generates 1000 Options. Who Filters?

Anna Siaredzich Stop Rebuilding Teams: The AAA Continuity Crisis

Production Continuity Breaks Before Teams Do

Anna Siaredzich About External Development Is a Risk Layer — Not a Vendor

Why Cutting External Teams Destroys Your Control

Anna Siaredzich About The AI Shift Isn’t Job Loss—It’s Value Redistribution

AI Layoff Trap: Why AAA Values Outcome Owners More

Anna Siaredzich About Remove Decisions, Lose Production Speed

Remove Decisions, Lose Production Speed

Anna Siaredzich About Stop Rebuilding Teams: A Better System for AAA Production

Stop Rebuilding Teams: A Better System for AAA Production

Anna Siaredzich About AI Dependency: No Future Tomorrow

AI Dependency: No Future Tomorrow

Anna Siaredzich About Ownership: The Missing Layer in Senior Talent Strategy

Ownership: The Missing Layer in Senior Talent Strategy

Anna Siaredzich About Systemic Risk: Local Decisions Kill Pipeline Resilience

Systemic Risk: Local Decisions Kill Pipeline Resilience

Anna Siaredzich About Senior Talent Risk: Layoffs Kill Production Stability

Senior Talent Risk: Layoffs Kill Production Stability

Anna Siaredzich About AAA Economics Shift: Even Call of Duty Can’t Brute-Force Growth

Scalable Systems Fail? What Call of Duty Taught Us About Resilience

Anna Siaredzich About Context Loss Kills AAA Games: The Stability Shift

Production Stability Is Breaking AAA, Not Talent

Anna Siaredzich About Scaling AAA? Why Team Continuity Beats Headcount

Production Stability Starts With Institutional Memory

Anna Siaredzich About AAA Pipeline Shift: Rebuild or Break

Why Production Rebuilds Beat Stability

Anna Siaredzich About Production Stability: Why Scaling Breaks AAA Pipelines

Layoffs Are a System Failure, Not a Strategy

Anna Siaredzich About Layoffs Can Fuel External Production Infrastructure

Layoffs as Redistribution: Building Resilient Production

Anna Siaredzich About Continuous Value Over Headcount: The Production Shift

Production Model Breakdown: From Idle Talent To Continuous Value

Anna Siaredzich About When Layoffs Erase Experience: The Hidden Cost 

Layoffs Kill Production Memory: Senior Talent Risk