Turn AI agents into a production system, not a side experiment.
QGI builds the operating layer around modern AI work: Claude Code, Codex, open-source coding agents, local models, Q-Prime, QAG Engine, GitHub workflows and synthetic content production. The result is an AI factory your board, auditors and engineering leaders can understand.
Four lanes. One production rhythm.
Build
Agentic software delivery
Claude Code, Codex, Cursor, OpenCode, Aider, Cline and local coding agents become a controlled production lane: scoped issues, forked worktrees, reproducible prompts, review gates, test evidence, and promotion into main.
Run
Local and private model lane
Ollama, LM Studio, vLLM, SGLang, Qwen, DeepSeek, Kimi, GLM and other open models are treated as enterprise runtime choices, not internet experiments. The factory decides what can run local, what can run VPC, and what needs a managed frontier model.
Defend
QAG decision lane
When output must survive audit, QGI moves the workflow out of plain RAG and into Q-Prime plus QAG Engine. Policy, evidence, contracts and regulation become replayable decision graphs before generation happens.
Scale
Synthetic content lane
Enterprise teams need product briefs, explainers, demo videos, release notes, social clips and internal training without consuming executive hours. The factory turns approved source material into repeatable content pipelines.
Built for CTOs who need output, control and repeatability.
- Enterprise engineering teams trying to operationalize Claude Code, Codex and open-source agents without losing control of code quality.
- Regulated AI teams that need private deployments, replayable decisions and model governance for high-value workflows.
- CTOs who want a production AI factory, not a pile of disconnected pilots, notebooks and SaaS subscriptions.
- Vendors and portfolio companies that need to turn founder knowledge into repeatable AI-assisted delivery and sales assets.
Factory deliverables
- GitHub issue intake, agent assignment and branch discipline
- Prompt, context and tool configuration as versioned assets
- Local model routing for private code, documents and customer data
- QGI Enterprise Factory repositories as reusable production patterns
- Q-Prime and QAG Engine for workflows that need deterministic reasoning
- Video, article, demo and social generation from approved technical sources
Start with the workflow where AI already saves money.
QGI will scope the factory around one production path first: agentic engineering, local private AI, regulated QAG, or synthetic content. Then we turn it into a reusable operating system.