Use cases

Security comes too late: checklists, exceptions, and end-of-cycle rework.

Argy's first use case: standardized DevSecOps workflows codified in versioned modules, with approvals, auditability, and traceable execution.

POCs multiply, API keys sprawl, and costs and risks are hard to control.

A single LLM Gateway with quotas, audit, filters, and tenant-aware RAG to keep usage under control.

Each team experiments with agents without a shared framework or data boundaries.

Governed agents connected to RAG, orchestrated by reusable modules and shared guardrails.

A small platform team, high demand, and pressure to deliver without breaking production.

Argy provides a self-service experience with ready-to-configure 'golden path' modules.

Every team does it 'their way': pipelines, conventions, gates, environments... hard to govern.

Versioned and configurable golden paths, applied per environment and per product.

Ops teams become a bottleneck: access, environments, recurring changes.

Controlled self-service via modules + approval policies: standardized, automated, traceable requests.

Creating an environment is slow, and the result is never identical.

Environment models (Dev/Staging/Prod) with schema-driven configuration and guardrails.

Lack of steering loops: reliability, costs, incidents. Rituals are not standardized.

Dashboards (DORA, SLOs), drift detection, incident management, and AI quota steering (tokens).

Strict audit requirements, manual validations, and a high compliance burden.

Embedded policies, traceable approvals, and centralized execution evidence per tenant.

Strong GDPR constraints, segmented access, and protected internal data.

Multi-tenant isolation, tenant-aware RAG, and an LLM Gateway with filtering and auditability.

Heterogeneous sites, multiple environments, and complex governance.

Standardized golden paths + on-site agents to execute locally.