Operational Experience

The day-to-day, on clean data.

Operations get dashboards. Sales asks in plain English. Compliance reviews approvals — all on the same data. No bespoke UI per domain.

What you get

Modern operations on top of the graph.

Operational tools that don't require a custom UI per domain. Composer renders any view from the federated graph; MeshIQ lets you ask in plain English.

01

Composer views

JSON-templated dashboards bootstrappable per tenant. Any field on any model, any time range, any pivot.

02

MeshIQ NLQ

Ask 'show me top 50 customers by revenue last quarter' and get a streaming answer grounded in semantic metadata.

03

Governed workflows

Approval workflows, mutation policies, and human-in-the-loop steps for risky changes — auditable by default.

04

Reporting + KPIs

Metrics defined once in semantic metadata flow into dashboards, NLQ answers, and exports — no fork.

05

Team + roles

RBAC with workspace-scoped permissions. Same identity model for humans and machines (caller profiles).

06

Low-friction onboarding

Industry profiles preconfigure Composer templates, NLQ phrasings, and validation rules per vertical.

Made for operators

Run the business without writing a custom UI.

Composer + MeshIQ replace dozens of bespoke dashboards. When you need something custom, the same graph powers it via the SDK.

See it on your operation

Bring your day-to-day. We'll mock up the dashboards you need.

Configurator templates ship per industry — automotive, retail, charging — adapted on your seed data within the pilot.