SAG

SAG is an enterprise AI infrastructure platform that connects models, manages knowledge, and runs agents.

Zleap is an enterprise AI infrastructure platform that offers the Zleap-R1 Token router and Zleap OS workspace system. It connects models, manages permissions and budgets, and runs agents on private enterprise hardware. The platform features three technical layers including LLM Infra for model routing and inference, Context Infra for searchable enterprise knowledge, and use Infra for scheduling various running frameworks. It is designed for businesses seeking private AI deployment, secure model access, and automated agent workflows. The products can operate independently or together as a unified system.

SAG at a glance

Best for: Software engineer, Researcher
Runs on: self-hosted
Pricing: Free
Released: November 2025
Category: AI research tool
Website: zleap.com

Key features

Unified model access
Budget and permission management
Smart model routing
Usage analytics and reporting
Private cloud desktop operating system
Server-side agent task execution
Knowledge retrieval and source tracing
Multi-use scheduling and management

Use it for

Manage model access and token budgets for employees and agents
Build private enterprise knowledge bases from professional documents
Run automated agent workflows and generate project reports
Isolate workspaces and manage execution states for multiple frameworks

Alternatives to SAG

WeKnora — Combines RAG, multi-step agents, and automatic Wiki generation in one platform.
FastGPT — It uses hybrid retrieval and auto-cleansed data to prevent hallucinations.
Cohere — Private, secure enterprise AI deployment with customizable models.
Lyzr — Deploys governed enterprise AI agents across your existing stack.
SASVA — It combines agentic generation with design-time governance and team-first architecture.
MindsHub — Pay-as-you-go access to multiple AI models with local agent integration.
Auto Deep Researcher — Automates experiment operations to reduce manual babysitting of training loops.
GoClaw — It offers Go-native performance with multi-tenant isolation and 5-layer security.
Limma — It answers queries with complete sets and proof instead of partial search fragments.
LLM Wiki Research — Compiles parallel agent research into source-backed markdown knowledge bases.
Agent Bayes — Builds defensible research mindmaps with page-level citations.
Semantica — Traces every AI decision to its source with complete audit trails and causal reasoning.

All SAG alternatives