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Robotic hand reaching into a digital network — artificial intelligence in games
NPCs · Procedural · Analytics

AI Game Development

We build the AI inside games — believable NPCs, procedural levels and adaptive difficulty — and apply machine learning to player data to improve retention, balance and monetisation.

NPC & enemy AIProcedural generationPlayer analytics
AI in Games

AI that makes games better to play

Good game AI is judged by the player, not the algorithm: enemies that flank and retreat, companions that feel aware, levels that never repeat and difficulty that adapts to skill.

We combine proven techniques — behaviour trees, utility AI, navigation and procedural generation — with machine-learning and LLM tools where they add real value, keeping running costs, latency and content safety under control.

  • Behaviour trees, GOAP & utility AI
  • LLM-driven dialogue with guardrails
  • Procedural levels, loot & quests
  • Churn prediction & dynamic difficulty

What we build

Shooter & action AIStrategy opponentsCompanion charactersRoguelikesOpen worldsTraining simulationsEducational tutorsLiveOps analytics
What we offer

Our AI in Games services

Discuss your scope
01

NPC & enemy AI

Perception, navigation, combat tactics and squad behaviour with behaviour trees, state machines, GOAP and utility AI.

02

Conversational characters

LLM-powered NPC dialogue with memory, personas and safety filters, tuned for latency and running cost.

03

Procedural content generation

Levels, dungeons, terrain, loot and quests generated from rules and seeds — with designers kept in control.

04

Adaptive difficulty

Systems that read player skill and adjust challenge, pacing and rewards to keep every session in the flow zone.

05

Player analytics & ML

Churn and spend prediction, segmentation and experiment analysis that feed LiveOps decisions.

06

AI-assisted pipelines

Tools that speed up testing, localisation and asset workflows, with human review built in.

How we deliver

Our AI in Games process

Clear stages, visible progress and a playable build every week — no black boxes.

01

Discover

Goals, audience, platforms and budget turned into a clear scope, plan and estimate.

Scope · Estimate · Roadmap
02

Prototype

A playable prototype that proves the core loop or key interaction before full production.

Playable prototype
03

Produce

Agile sprints with a playable build every week — art, code and design moving together.

Weekly builds
04

Test & launch

Real-device QA, optimisation and store submission, rehearsed well before launch day.

QA report · Release
05

Grow

LiveOps, updates and analytics — or a clean, documented handover to your team.

Updates · Handover
FAQ

AI in Games FAQ

Can NPCs use large language models?

Yes — for dialogue and reactive characters. We add guardrails, caching and fallbacks so responses stay on-brand, fast and affordable at scale.

Do you use generative AI for game art?

Only where you approve it and the licensing is clear. Most of our AI work is gameplay AI and analytics; final art is created and reviewed by our artists.

Will AI make the game harder to maintain?

Not when it is designed well. We build AI with debug views and designer-facing parameters, so your team can tune behaviour without rewriting code.

Which engines do you use for game AI?

Unity, Unreal Engine and Godot, plus server-side services for LLM and analytics features.

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Start a project

Start your AI in Games project

Share your idea, prototype or live game. We reply within one business day with questions, a suggested approach and a realistic estimate.

  • Free discovery call & estimate
  • NDA on request — your IP stays yours
  • Dubai & UK teams, working worldwide
hello@sumigames.com

Send us a message

We reply within one business day.

We reply within one business day. Happy to sign an NDA before you share details.