G|AI Works G|AI Works

Bespoke software around your AI systems

Programming

Custom AI-powered applications, internal tooling, and APIs — built to production standards with documented interfaces, test coverage, and no vendor lock-in.

What We Build

We design and build the software layer that surrounds AI models: custom applications, internal tools, orchestration APIs, and review interfaces. The goal is always a system your team can operate, extend, and hand to the next engineer without a tribal-knowledge tax.

Core Capabilities

Custom AI Applications End-to-end web applications and internal tools with AI at the core — from the data layer through to the user interface. Framework-agnostic; we use what fits the use case, not what we happen to know.

Orchestration & API Design Clean, versioned APIs that expose LLM capabilities to the rest of your stack. Rate limiting, authentication, structured error handling, and OpenAPI documentation included by default.

Human-in-the-Loop Interfaces Review and approval UIs for AI-generated outputs — the interface layer between model and production sign-off. Built for speed of review, not just display of output.

Workflow Automation Scheduled pipelines, event-driven triggers, and multi-step agentic workflows — designed with explicit state management and failure handling so operations staff can diagnose and recover without developer intervention.

Programming Standards

  • All APIs are versioned and include an OpenAPI specification
  • Test coverage targets the contract, not the implementation detail
  • Dependencies are pinned and regularly audited
  • No proprietary runtime dependencies — only open-source or vendor-portable choices
  • Code is delivered with a runbook covering deployment, rollback, and common failure modes