BusinessJan 2026 4 · 4 min read
Writing NPC Dialogue with AI: A Practical Workflow for Indian Studios
Barks and filler dialogue are exactly the kind of high-volume, low-risk writing AI genuinely speeds up.
Why this matters now
Our workflow: a writer defines each character's voice in a short style doc, generates a first pass of variant lines with AI, then trims and localises by hand — AI drafts, humans edit for voice.
What we're actually seeing
Studios that treat this as a one-time fix rather than an ongoing practice tend to see the gains fade within a quarter — the teams getting lasting results build it into their regular process.
Our recommendation
Never let AI write your main story beats unsupervised — reserve it for high-volume filler where voice consistency matters more than individual line brilliance.
Written by
Manjunath MP
Unity Developer, Enixo Studio
Builds gameplay systems and engine tooling at Enixo, with a focus on performance across low-end Android hardware.
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2 comments
JinxTheRogue 2 days ago
This is exactly the kind of breakdown I needed — saved for the next sprint planning.
PixelPilot 1 day ago
Curious how this holds up on lower-end mobile hardware?
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