
Explainable & auditable.
Every decision logs its inputs, the model output, the human's call, and the rationale. Pull a clean, examiner-ready trail for any case, any date range.
Put AI agents on your highest-volume work without handing over control. Qrambo runs the routine cases, keeps a human on every consequential decision, and leaves an audit trail your risk team will actually sign off on.


Agents run, people stay in control, and every decision is explainable, auditable, and reversible. The primitives your security and compliance teams need are built in, not bolted on.

Every decision logs its inputs, the model output, the human's call, and the rationale. Pull a clean, examiner-ready trail for any case, any date range.

Confidence thresholds, dollar caps, role-based escalation, and kill switches are first-class. Reversible end to end, enforced before an action ever fires.

Agents run the routine cases and route the rest to a reviewer with full context. Your people stay on the decisions that carry risk.

An eval harness proves accuracy on a curve. Every supervisor correction becomes a labeled example, and regressions get caught before they ship.

Route each step to the model that fits, swap providers without a rewrite, and keep inference inside the boundary you already trust.

Salesforce, Zendesk, NetSuite, your warehouse, your internal tools. Wrap anything we don't cover yet with a typed SDK.
Run Qrambo where your data already lives, under the controls you already answer to.
SSO/SAML, RBAC, encryption at rest and in flight, and per-workflow data-retention controls. Kill switches on every automated action.
Deploy in your VPC or ours. Keep data and inference inside your boundary, mapped to the residency and compliance regime you answer to.
A solutions team scopes the first workflow, wires the connectors, and stays on through rollout. You are not handed a login and a docs link.
Our solutions team handles the integration, delivery guidance, and technical support so you scale with confidence, not a backlog of tickets.
A versioned, replayable workflow engine with an API and SDK, full-stack observability, and deployment that fits your infrastructure instead of fighting it.


A versioned, replayable workflow graph with an API and SDK. Branch by confidence, set retry policies, and version every change.

Throughput that scales with your queues, backpressure and retries handled, and SLAs you can put in a contract.

Traces, metrics, and per-decision logs stream to the tools you already run. Nothing about a run is a black box.

VPC, single-tenant, or on your existing Kubernetes. Model and provider choices stay yours, not ours.
Bring one high-volume workflow. Leave with a scoped pilot, a security review path, and a clear no if it isn't a fit.