AI ENGINEERING

AI Engineering

Model adaptation, AI integrations, agentic workflows and realtime game AI backed by evaluation, backend services and cloud operations.

We connect the model layer to data, tools, permissions, application logic and observability so the result can be measured, operated and improved.

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DISCIPLINE SCOPE

We engineer AI as a measurable product system, not a model demonstration.

Our AI discipline spans product integration, retrieval, model training and fine-tuning, agent orchestration and realtime game AI. We choose between deterministic software, retrieval, model adaptation and generative behavior according to the task.

Backend & Cloud is part of the offer: authentication, data, queues, workers, APIs, persistence, observability and cost controls are what turn useful model behavior into a dependable workflow.

01

Model behavior

Prompt and context design, retrieval, dataset work, fine-tuning and task-specific evaluation.

02

Agent and application logic

Tools, explicit state, branching, validation, human approval and user-facing workflow.

03

Production platform

APIs, data, queues, workers, permissions, deployment, tracing and usage controls.

04

Realtime game AI

Decision systems, navigation, tactics and simulation under frame-time and multiplayer constraints.

DETAILED SERVICES

Choose the workstream that matches the current constraint.

A01

AI Development

AI DEVELOPMENT & INTEGRATION

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Model Fine-Tuning

MODEL TRAINING & FINE-TUNING

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AI Agents

AI AGENTS & ORCHESTRATION

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Game AI

GAME AI DEVELOPMENT

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RELATED PROOF & PATHS

Continue the technical evaluation.

Waves of purple undead swarming an Incrempire tower while spell effects break the line
IN-GAME

Incrempire

Incrempire

One of our featured releases: a relaxing incremental survival and base-defense game where every defeat feeds permanent progression. Players defend a kingdom across 25 levels and four biomes, combine a deep skill tree with run-specific blessings, unlock spells, towers, mining and rune systems, and experiment with different builds. Following a rapid two-month public-demo cycle, Incrempire launched on Steam for Windows, macOS and Linux with Steam Deck support, achievements, leaderboards and eight interface languages.

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A shotgun carried through voxel reeds beside a river in Bad Goons
IN-GAME

Bad Goons

Bad Goons

A flagship multiplayer FPS built around a battlefield players can destroy, excavate and rebuild during every match. Fully networked voxel destruction, dynamic capture points, construction and fortification, deployable spawn networks, procedural maps, tactical support assets and a broad arsenal create shifting front lines instead of static cover. The playable Early Access build is in active development toward its planned December 2026 Steam release, supported by shared developer-and-community playtests.

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TECHNICAL PRIORITIES

From decision to production.

  1. 01

    Define

    Specify the task, baseline, acceptable failure, data rights and human responsibility.

  2. 02

    Evaluate

    Build representative tests and compare the simplest viable approaches.

  3. 03

    Integrate

    Connect models to product data, tools, state, permissions and deterministic controls.

  4. 04

    Improve

    Trace outcomes, measure quality, latency and cost and run regression evaluation before changes.

Player-facing development and backend engineering are scoped, estimated and led independently.

When both are required, we connect them through explicit interfaces, shared milestones and one release plan.

START WITH THIS DISCIPLINE

We connect the model layer to data, tools, permissions, application logic and observability so the result can be measured, operated and improved.

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