Zero Accountability
Agents execute tasks without explaining their logic. When an error occurs, engineering teams have no lineage, no prompt visibility, and no audit trail to understand why a decision was made.
A centralized enterprise control plane to observe, govern, secure, and manage AI agents at scale.
The problem
Enterprises are rushing to deploy AI agents, but hitting a wall of “Shadow AI.” Without a centralized control plane, agents operate as black boxes.
Agents execute tasks without explaining their logic. When an error occurs, engineering teams have no lineage, no prompt visibility, and no audit trail to understand why a decision was made.
Without programmatic boundaries, agents can fall into infinite execution loops, burn through expensive LLM tokens, and hit API rate limits with no financial oversight or budget caps.
Deploying agents with unrestricted access to tools and APIs creates massive attack vectors. Unmonitored outputs risk data leaks, prompt injections, and direct violations of emerging global AI laws.
The transition
Enter Spineforge. One gateway sits between every agent and every LLM. Each request is authenticated, scanned, limited, forwarded and recorded, before it ever reaches a provider.
Every request is tied to an agent identity and traced from the first byte.
Budgets, rate limits, scopes and guardrails are enforced inline: violations are blocked.
Approved requests reach the provider; usage, cost and lineage land in the audit trail.
One system, four pillars
The 4 pillars of Spineforge: observe, govern, comply and control cost from a single gateway.
Gain complete, real-time visibility into every AI interaction across your infrastructure. Spineforge eliminates black-box agent behavior by tracking exact operational metrics and intercepting failures before they scale.
Drop-in reverse proxy
No new SDKs to learn. No architecture rewrites. Spineforge acts as a drop-in reverse proxy. Just change your base URL, pass your Spineforge key, and your agents are instantly audit-ready.
Redirect your agent's LLM calls to Spineforge by changing a single base URL.
base_url = "…/gateway/v1"Create a gateway key in the dashboard and pass it as the API key. Your provider keys stay in the vault.
api_key = "sfgw-xxxx-xxxx"# any CLI or agent that speaks the OpenAI API1export OPENAI_BASE_URL=https://spineforge-backend.onrender.com/gateway/v12export OPENAI_API_KEY=sfgw-xxxx-xxxx $ python agent.py✓ request intercepted · openai/gpt-4o✓ budget + rate limits checked✓ provider key resolved from vault✓ logged to audit trail · 200 OKTwo lines to integrate. Full observability, governance and an audit trail from the first request.