Put refund and account-service agents into production—under explicit authority.
Orivael helps agent vendors pass enterprise production reviews by intercepting financial actions, requiring named approval when needed, and proving exactly what executed.
Models change. The production boundary stays.
Connect through supported endpoints, gateways, APIs, and customer-scoped integrations. Exact connector requirements are validated for the pilot.
ClaudeEndpoint
NVIDIA NIMEndpoint
Ollama / vLLMLocal
GitHubAPI
Google DriveAPI
DockerDeploymentCompatibility examples only. Product names and marks belong to their respective owners.
Build → Control → Measure → Reuse
One workflow becomes a governed, measurable, reusable company capability.
One buyer. One blocker. One production workflow.
Land where the need is immediate: an AI agent vendor has a working customer-service agent, but a financial institution will not let it issue a refund or change an account without stronger controls.
The agent vendor
A Seed-to-Series-B company selling customer-service agents into banks, fintechs, payment companies, or credit providers.
- Buyer: founder, CTO, or VP Engineering
- Enterprise pilot already underway
- Agent calls CRM or payment APIs
Financial customer actions
The agent can answer questions, but cannot yet issue refunds, apply credits, update accounts, or resolve payment exceptions.
- Explicit dollar and tool limits
- Named human approval
- Signed action-level evidence
One refund workflow
NodeXLoop versions the workflow, AXIOM controls the refund action, and Inference OS measures cost per resolved case.
- Start with one production boundary
- Publish a version-bound evidence package
- Expand to adjacent account actions
Start with the developer. Prove one workflow. Expand the operating layer.
NodeXLoop is the entry point. AXIOM and Inference OS are the paid production center. Experience Hub compounds what works.
NodeXLoop
Let developers build, debug, replay, and promote agent workflows before production.
Install the workbench → PAID CORE / CONTROLAXIOM Runtime
Authorize, hold, block, revoke, and prove consequential actions before execution.
Explore production authority → PAID CORE / MEASUREInference OS
Connect agent cost, ownership, intervention, and performance to completed work.
Explore AI operations → EXPANSION / REUSEExperience Hub
Distribute approved workflows and proven capabilities across the organization.
Explore the private registry →See a customer refund move from request to controlled execution.
This is the wedge in motion: a customer-service agent proposes a refund, AXIOM intercepts it, a named supervisor approves it, the payment action executes, and Inference OS connects the run to cost and resolution.
Interactive simulation using representative data.
Measure AI by the work it completes.
Tokens and GPU utilization are inputs. Orivael connects them to workflow completion, intervention, recovery, and business outcome.
- Cost per successful workflow
- Model and provider dependency
- Time saved and failure avoided
- Reusable experience produced
A fixed path from production blocker to evidence.
Start with one consequential workflow and a clear scale, revise, or stop decision.
1. Workflow fit call
Identify the action, owner, current blocker, approximate volume, and measurable business result.
2. Paid authority audit
Map the workflow, integrations, action limits, approvals, baseline, success measures, and kill criteria.
3. Production pilot
Build in NodeXLoop, execute through AXIOM, and measure cost and outcomes in Inference OS.
4. Fleet expansion
Extend proven control and measurement across teams, workflows, and model providers.
Is an enterprise customer blocking your agent from issuing refunds?
Bring the workflow, the requested action, and the production-review objection.