AIonicOS · Company operations

Company Operations Library

Seven concrete company workflows show how AIonicOS governs work across business functions, source systems, and accountable owners. Each workflow starts with a clear business trigger and produces an approved result or a traceable change in the connected system.

Procurement & quality

Supplier deviation to resolution

Business trigger
A reported supplier deviation must be traced to affected lots and purchase orders, then resolved with verifiable evidence.
Desired outcome
An approved corrective action with resolved inventory status and a complete QMS history.

Typical source systems

  • MES
  • ERP
  • QMS
  • DMS
  • Supplier portal

Decisions & actions

  1. Correlate the deviation with material, lot, and purchase order.
  2. Block affected inventory and coordinate containment with the supplier.
  3. Check root-cause and effectiveness evidence and prepare the QMS case for approval.

Human & policy controls

  • The quality owner approves the supplier response and inventory release.
  • The case remains open until cause, impact, and effectiveness evidence are complete.

Approved result or system change

  • Approved corrective-action record in the QMS
  • Documented block or release state for affected lots

Your environment Final sources, access, permissions, and controls are engineered for each customer environment.

Observed per run Run time, source coverage, approval status, exception rate, and AI usage are recorded per run.

Sales & production

Quote to production release

Business trigger
A customer-specific quote must be commercially and technically feasible before it enters production planning.
Desired outcome
An approved production release with aligned pricing, configuration, bill-of-materials, and planning data.

Typical source systems

  • CRM
  • CPQ
  • ERP
  • BOM/CAD
  • Production planning

Decisions & actions

  1. Reconcile customer requirements, configuration, and pricing logic.
  2. Check the bill of materials and CAD revision against material, capacity, and planning.
  3. Prepare the release package with open exceptions and accountable owners.

Human & policy controls

  • Sales and production owners approve pricing and configuration exceptions.
  • Production release is blocked until the bill of materials, routing, and delivery terms are verified.

Approved result or system change

  • Released production order in the ERP
  • Versioned handoff package containing quote, configuration, and technical evidence

Your environment Final sources, access, permissions, and controls are engineered for each customer environment.

Observed per run Run time, source coverage, approval status, exception rate, and AI usage are recorded per run.

Legal & compliance

Contract to compliance decision

Business trigger
A new or amended contract must be assessed against internal policies, vendor master data, and deviations that require review.
Desired outcome
A traceable compliance decision with approved deviations and an assigned obligations register.

Typical source systems

  • DMS
  • Contract repository
  • Policy library
  • Vendor master

Decisions & actions

  1. Extract clauses, obligations, deadlines, and parties into a structured record.
  2. Compare contract content with policies and vendor master data.
  3. Route deviations to accountable owners and prepare the decision.

Human & policy controls

  • Legal or compliance owners approve relevant deviations.
  • Defined clauses and risk classes always trigger specialist review.

Approved result or system change

  • Versioned compliance decision with rationale and approvals
  • Obligations register with owners and review dates

Your environment Final sources, access, permissions, and controls are engineered for each customer environment.

Observed per run Run time, source coverage, approval status, exception rate, and AI usage are recorded per run.

Sales & finance

Order to cash

Business trigger
Order, delivery, invoice, and payment must stay aligned when their signals diverge, without losing the audit chain.
Desired outcome
A reconciled order and receivables state with documented exceptions and clearly owned next actions.

Typical source systems

  • ERP
  • CRM
  • EDI
  • Warehouse
  • Finance

Decisions & actions

  1. Reconcile order, delivery, invoice, and payment events.
  2. Classify quantity, price, delivery, and payment exceptions by cause and owner.
  3. Prepare corrective postings, customer communication, and receivables tasks.

Human & policy controls

  • Finance or order owners approve credits, write-offs, and manual payment matches.
  • State changes without matching delivery, EDI, or finance evidence are blocked.

Approved result or system change

  • Reconciled order and receivables state in ERP and finance systems
  • Auditable exception and correction record

Your environment Final sources, access, permissions, and controls are engineered for each customer environment.

Observed per run Run time, source coverage, approval status, exception rate, and AI usage are recorded per run.

Service

Service case to verified resolution

Business trigger
A service case must connect telemetry, installed-base data, entitlement, and spare-parts status to a verifiable resolution.
Desired outcome
A verified restoration with an updated service case, equipment history, and traceable parts usage.

Typical source systems

  • Service management
  • Telemetry
  • ERP
  • Knowledge base
  • Spare parts

Decisions & actions

  1. Correlate the case, telemetry, equipment, and service entitlement.
  2. Retrieve applicable service guidance and parts availability, then coordinate the intervention.
  3. Verify recovery against telemetry and acceptance criteria.

Human & policy controls

  • The service owner approves safety-critical or chargeable interventions.
  • The case cannot close without recovery or acceptance evidence.

Approved result or system change

  • Updated service case and equipment history
  • Verified resolution record with documented parts and service work

Your environment Final sources, access, permissions, and controls are engineered for each customer environment.

Observed per run Run time, source coverage, approval status, exception rate, and AI usage are recorded per run.

Finance

Finance signals to forecast

Business trigger
Actuals, bank movements, sales pipeline, and planning assumptions must form an explainable forecast.
Desired outcome
A versioned forecast with source cut-off, approved assumptions, variances, and a complete decision trail.

Typical source systems

  • Finance ERP
  • Bank feeds
  • CRM
  • Planning
  • BI

Decisions & actions

  1. Reconcile ledger and bank movements and record the source cut-off.
  2. Map CRM pipeline and operational planning drivers to forecast lines.
  3. Explain variances, calculate scenarios, and prepare the forecast for publication.

Human & policy controls

  • The finance owner approves assumptions, scenario, and publication.
  • Missing source cut-offs, owners, or required assumptions block publication.

Approved result or system change

  • Versioned forecast in planning and BI
  • Variance and assumptions register with approval trail

Your environment Final sources, access, permissions, and controls are engineered for each customer environment.

Observed per run Run time, source coverage, approval status, exception rate, and AI usage are recorded per run.

Product & market

Product concept to market launch

Business trigger
A product concept needs aligned market evidence, requirements, documents, owners, and approval criteria for launch.
Desired outcome
An approved launch dossier covering product, market, and operational readiness with synchronized execution status.

Typical source systems

  • PLM
  • CRM
  • Market data
  • DMS
  • Task system

Decisions & actions

  1. Consolidate PLM requirements, CRM feedback, and market signals.
  2. Map product, documentation, market, and operational dependencies to accountable owners.
  3. Coordinate execution tasks and prepare the go/no-go decision.

Human & policy controls

  • The product owner approves scope, readiness, and market launch.
  • Missing required evidence, owners, or acceptance criteria block the launch gate.

Approved result or system change

  • Approved launch dossier with decision and evidence status
  • Synchronized launch state in PLM and the task system

Your environment Final sources, access, permissions, and controls are engineered for each customer environment.

Observed per run Run time, source coverage, approval status, exception rate, and AI usage are recorded per run.

Your company operation

Which company operation should become productive next?

Bring the trigger, desired outcome, and participating systems. We will map business ownership, technical access, controls, and a sensible scope for the first production operation.