Skip to main content
nventr nQube

AI workflow builder for production-scale automation.

nQube turns AI models, agents, and business processes into production-ready workflows that handle changing volumes, scale to zero when work stops, and keep every run visible, auditable, and cost-attributed.

nqube / invoice-pipelineLIVE
Cloud listenerserviceBatch controllerscales on batchesOCRtask×3Label predictionneural net×3Your systemsERP · APIDeliverytaskValidationrules + lookupOn-prem databasevalidation sourceHuman reviewvia TeletypeExceptionsuncertain
24
batches queued
3
instances running
125
files processed
60M
transactions a month through nQube
$94B
monthly transactional value
67
workflows on a single deployment

Why AI stalls between pilot and production.

Building an AI model or agent is only the first step. Running it reliably at enterprise scale brings a different set of challenges. nQube is built to solve them.

The nQube workflow

Six stages take an AI workflow from idea to production - connected, scalable, validated, and ready to deliver.

LIVE PIPELINE
nqube://workflow/describeRUNNING
Stage 01 of 06

Describe

Tell nQube what the workflow should do in plain language. The nventr agent plans and builds the required steps, with your confirmation along the way.

Plain languageAgent-builtHuman confirmation

▍

Email processorpython
Topic classifiermodel
Flat file writertask

Built for enterprise scale.

Four capabilities keep every nQube workflow ready for production at scale.

nventr agentlistening
01 Agentic building

Describe it. The agent builds it.

Tell the nventr agent what you want to achieve. It plans the workflow, builds and connects the required blocks, and keeps you in control at each step. Agents can also run within the finished workflow as services.

What you get
  1. Plain-language workflow creation
  2. Step-by-step human confirmation
  3. Agents running as workflow blocks
  4. Editable agent-built blocks

Proven in the highest-volume work.

See how nQube runs complex, high-volume workflows across industries - from healthcare documents to telecom receivables.

01 / 05 Healthcare

Healthcare document processing

01 The challenge

Healthcare mail rooms receive letters, EOBs, HIPAA forms, supporting documents, and checks in mixed batches. Each document must be accurately identified before it can move to the next step.

02 How nQube resolves it
  • A custom-trained neural network identifies and classifies each document.
  • Classifier capacity adjusts as batch volumes rise and fall.
  • Uncertain documents route to human review before rejoining the workflow.
Impact metrics
15M+
documents a month for a healthcare payer
10% → 75%
automation achieved

Every enterprise agent will need a production layer.

Agents are becoming easier to create. The real challenge is running them reliably at enterprise scale without costs rising with every workload. That production layer is nQube.

Built inside the work, not in a lab

Build on real operational workflows

Legacy healthcare, document processing, check, and lockbox workflows were moved onto nQube.

Proven at enterprise scale

67 unique workflows running on a single nQube deployment.

The engine of nventr

Every nventr use case and case study runs on nQube.

Agents build workflows - and run within them

Tell the agent what you need and it builds the workflow. Agents can also run inside that workflow as services.

The economics of production AI

nQube uses AI only where the workflow needs it. Rule-based steps avoid unnecessary inference, generative AI runs only when required, and unused compute can scale to zero - helping control costs as volume grows.

$94B
monthly transactional value processed through nQube
391
clients on the nventr platform
60M
transactions processed each month
4
deployment modes: cloud, hybrid, on-premise, air-gapped

Enterprise-grade security, built into every run.

nQube runs on ISO/IEC 27001-certified infrastructure, with controlled access and a complete audit trail for every workflow. Deploy in the cloud, hybrid, on-premise, or air-gapped - wherever your data needs to stay.

CloudHybridOn-premiseAir-gapped
ISO/IEC 27001 information security certification
Enterprise security attestation
HIPAA alignment
GDPR alignment
Cloud security alliance alignment

Put your next AI workflow into production.

Bring us one high-volume workflow. We’ll show you how nQube can run it in your environment, at your scale.

  • A walkthrough using your data and environment.
  • Scaling, review, and cost controls configured for your workload.
  • A clear path from workflow to production within one business day.

Get in touch with our team

Fields marked * are required.

Your message goes straight to our team, and you’ll receive a confirmation copy by email.