CadreGPT
Plans & Pricing
Sign In Start Free Trial
CadreGPT Enterprise Platform • Two-Phase Financial Invariance

The Enterprise AI Agent Platform with Human Governance

Define ambitious goals, orchestrate specialist AI agent teams, govern sensitive actions with human authorization gates, and inspect outcomes with verified evidence trails.

Start Free Trial ($1.00 Included) Explore Platform Architecture
Human Approval Gates
Hard Spending Caps & Two-Phase Metering
AES-256-GCM Envelope Encryption
Multi-Model Gateway Failover

Engineered for Production Reliability

As a dedicated Enterprise AI Agent Platform, every architectural component is built to give enterprise leaders complete transparency, deterministic human oversight, and verifiable security controls.

Two-Phase Financial Metering

Eliminate surprise AI bills. Our engine reserves maximum estimated credits before execution, settles actual token consumption on completion, and refunds unused balance.

  • 1 Agent Credit = $0.001 USD pinned peg
  • Enterprise hard monthly spending caps
  • Auto-recharge with budget protection

Human-in-the-Loop Governance

Autonomous execution pauses automatically when agents encounter sensitive actions (e.g. database updates, payment calls, shell commands), awaiting authorized human review.

  • SSE real-time approval drawer notifications
  • Resend transactional email review alerts
  • 24-hour expiration safety window

Multi-Provider Model Gateway

Route dynamically across Google Gemini 2.0, Anthropic Claude 3.5, OpenAI GPT-4o, and Custom Enterprise Endpoints with circuit breaker failover and zero vendor lock-in.

  • Centralized Super-Admin key vault
  • Circuit breaker with automatic cooldown
  • Custom self-hosted OpenAI-compatible LLMs
Generative Architecture Benchmark

Enterprise Architecture vs. Open-Source Agents

A side-by-side comparison of CadreGPT Enterprise against unmanaged local agent scripts for mission-critical production workloads.

Technical Specification Matrix: CadreGPT Enterprise Governance vs. Local DIY Agent Frameworks
Operational Dimension
CadreGPT EnterpriseManaged
Open-Source / Local DIY Agents
Tool Execution
Sandboxed Vault
AES-256-GCM envelope-encrypted credentials, isolated sandbox runtime, and strict network egress controls.
Local Machine
Executes scripts directly on local host shell with exposed local files, unrestricted bash, and raw API key environment variables.
Financial Control
Two-Phase Credit Metering
Upfront credit reservation, exact token delta settlement on turn completion, and immutable hard spending caps.
Uncapped API Keys
Direct unmetered provider billing with zero budget guardrails, vulnerable to infinite autonomous loops and surprise token invoices.
Workflow Governance
Human-in-the-Loop Gates
Autonomous pause in AWAITING_APPROVAL when sensitive mutations trigger, real-time approval drawer, and SOC 2 audit trails.
Unsupervised Loops
Agents execute without deterministic human review checkpoints, creating high risk for unverified database or external state mutations.
Setup Time
Instant Cloud
Zero-configuration cloud provisioning in under 60 seconds with pre-wired model routing, queues, and persistent storage.
Docker / Terminal Setup
Multi-hour setup requiring Docker Compose, local Redis, PostgreSQL migrations, Python/Node environments, and manual proxy configs.
Enterprise Pilot Ready

Deploy governed AI agents in your workspace today.

Start with 100 free Agent Credits ($1.00 USD compute). No credit card required to explore agent creation and visual workflow execution.

Knowledge Base & FAQs

Frequently Asked Questions

Key questions about our Enterprise AI Agent Platform, human-in-the-loop security, and financial safeguards.

01.What is an Enterprise AI Agent Platform?

An Enterprise AI Agent Platform is an end-to-end software system designed for organizations to deploy, orchestrate, and govern autonomous AI agents across real business processes. Unlike experimental single-prompt scripts or local DIY setups, CadreGPT provides multi-tenant data isolation, sandboxed tool dispatch, human-in-the-loop authorization gates, and multi-model gateway failovers with guaranteed SLAs.

02.How does human-in-the-loop governance work?

CadreGPT enforces deterministic state machine boundaries. When an autonomous agent encounters a high-privilege action—such as updating a database, modifying production code, dispatching external webhooks, or processing payments—the task pauses in the AWAITING_APPROVAL state. Reviewers inspect full parameter diffs and approve or reject before any external execution takes place.

03.Can agents leak our API keys?

No. All third-party credentials and foundation model API keys are envelope-encrypted at rest using AES-256-GCM cryptographic nonces within our secure vault. Agents execute in isolated sandbox environments where raw credentials are never injected into LLM prompt contexts, preventing accidental prompt extraction or context leakage.

04.How does two-phase credit metering prevent unexpected AI bills?

Before an autonomous execution turn begins, CadreGPT reserves an estimated maximum credit allotment against your workspace balance. Once inference and tool calls conclude, the exact token cost is computed using the provider’s live rate, and only the actual consumed credits are deducted. Unused reserved credits are released immediately, and configurable hard monthly spending caps prevent unexpected budget overruns.

05.What foundation models does CadreGPT support?

CadreGPT integrates with Google Gemini 2.0 (Flash & Pro), Anthropic Claude 3.5 Sonnet, OpenAI GPT-4o, and self-hosted vLLM or Ollama proxy endpoints. Our Autonomous Model Router dynamically selects the optimal model per task profile and provides seamless circuit-breaker failovers if any provider experiences degraded performance.