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neuroo  ·  Private operational intelligence  ·  Early access 2026

The signal was there.

Neuroo connects a company's systems, builds a unified model of its data and answers questions, alerts and reports through a language model deployed inside the client's infrastructure. Nothing leaves the perimeter.

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StatusSep 2026

Early access programme 2026: a limited number of deployments, installed on the client's infrastructure and supported by our team.

The problem———Scattered data, late decisions

The ERP records one version, the bank another, the CRM arrives days late and critical decisions get made over chat. Each area knows its part; the full picture only appears at month-end, when it is already history.

General-purpose AI tools promise to solve this in exchange for sending the data to third-party infrastructure. For organisations with confidentiality, regulatory or competitive constraints, that condition is unacceptable.

Neuroo is designed for that context: an intelligence that operates inside the company's perimeter, connected to every source, and that answers only to the people leadership authorises.

An executive desk at night: printed reports, a spreadsheet and chat messages, each with a different version of the company.
Every system tells one part. The full picture gets assembled by hand, late.
Capabilities———Four domains, one model

Neuroo does not replace existing systems. It connects to them, keeps a unified and current model of the company, and lets you query it in natural language with a trail back to the source record.

Treasury · Reconciliation · Collections

Finance

  • Continuous reconciliation across banks, invoicing and accounting.
  • Cash-flow projection with threshold alerts defined by leadership.
  • Out-of-pattern spending flagged before approval.
See an example
Example · Finance

A question such as "what is our real cash position at the end of the week?" is answered with today's movements, referencing each source transaction.

Inventory · Production · Logistics

Operations

  • Real stock against committed demand, by plant or branch.
  • Production bottlenecks identified per shift.
  • Delivery delays and supplier performance, with history.
See an example
Example · Operations

Every order, warehouse movement and delivery enters the model the moment it happens in the source system.

Pipeline · Customers · Profitability

Commercial

  • Pipeline probability computed from historical behaviour, not the rep's estimate.
  • Customers buying less often, detected before they churn.
  • Margin by product and customer, updated with every sale.
See an example
Example · Commercial

Neuroo cross-references sales, collections and cost to separate profitable customers from those consuming working capital.

Payroll · Turnover · Compliance

People

  • Real labour cost by area, including overtime and absenteeism.
  • Early turnover indicators per team.
  • Expiring contracts, permits and regulatory obligations.
See an example
Example · People

Personal data never leaves the network. Access is granted per person and per area, and every query is logged.

How it works———Five layers, in this order

01 · Connect · scroll to advance
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Drag to rotate · the cursor tilts the scene
01ConnectNative connectors read ERP, CRM, banking, payroll, email and operational systems. Continuous reads; the data never moves.Each connected source is a dendrite: it delivers signals as they occur. If a source stops emitting, the system reports it.Integrations with SAP, Oracle, Microsoft Dynamics, Odoo, Salesforce, HubSpot, banking APIs and structured files. New connectors are added per project.02UnifyA single semantic model of the company: entities, relationships and the lineage of every record.Continuous normalisation and deduplication. Every record keeps its origin, timestamp and author, so any answer can be traced back to the transaction.The unified model is the core asset: it is what the system queries and what the company keeps if it ever changes provider.03ReasonA language model deployed on the client's infrastructure interprets questions, crosses domains and detects anomalies.The model is neither trained on nor shares client data. It reasons over the unified model and cites the sources behind every statement.It runs on the company's own hardware or private cloud. Compute is sized to data volume and user count.04ActOutputs defined by leadership: threshold alerts, answers to queries, scheduled reports and human-approved actions.Alerts fire on the data, not on the report. Thresholds, recipients and channel are configured: email, messaging or the panel itself.No action on a source system runs without explicit approval from an authorised person.05GovernPermissions per person and area, an immutable audit log and zero data egress. Auditable by the compliance team.Finance queries finance; operations queries operations; leadership queries the whole company. Every query records who asked, what they saw and what was triggered.The perimeter is closed by design: no telemetry to the vendor and no external dependencies in production.

Each connected source is a dendrite: it delivers signals as they occur. If a source stops emitting, the system reports it.

Integrations with SAP, Oracle, Microsoft Dynamics, Odoo, Salesforce, HubSpot, banking APIs and structured files. New connectors are added per project.

Control———Closed by design

An intelligence with access to the whole operation is too sensitive an asset to delegate to an external provider. That is why Neuroo is a closed system: it runs where the company decides, answers to whom leadership authorises and logs every action.

A private data-centre corridor with dark racks and a closed door at the end.
The infrastructure belongs to the client. Model, compute and data never leave it.

Runs on the client's infrastructure

Installed on own servers or private cloud. No third-party software as a service and no data in transit to the outside.

Trains no external models

Client data feeds no one else's model. The model that answers belongs to the company and learns only from it.

Complete audit trail

Who asked, what they saw and what was triggered, in an immutable log available to the compliance team.

Permissions per person and area

Each area accesses its own domain. Only leadership queries the whole company.

audit log · demo · internal network● live
09:12:00source banking/api · 1,240 movements received
09:15:17source erp · 318 invoices · 42 purchase orders
09:18:34reconciliation complete · difference 0.00
Early access———Limited deployments in 2026

We reply within two business days with a 30-minute diagnostic session. No generic demo: we review your existing data sources and the decision you want to make better.