AiLoft Launchstack · Business Operations

Six business operations. Engineered for your company.

The catalog starts with the business outcome and shows the company sources, actions, accountable owners, and evidence a production operation needs. Every implementation uses the same AIonicOS core as our enterprise work.

These workflow examples open the business and technical conversation. They are not finished deployments: scope, access, acceptance criteria, and production approvals are defined together.

Review business operations

Operations catalog

Business outcome, sources, controls, and evidence in one view.

Filter by business function and review how each operation moves from a business trigger to an approved result. Human approvals and policy controls remain visible before the workflow produces a result or updates a connected system.

Sales & production

Quote to production release

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

Typical company sources

  • 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.

Controls before execution

  • Human approval Sales and production owners approve pricing and configuration exceptions.
  • Policy control 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

Custom by default Custom by default: final sources, interfaces, permissions, and controls are engineered for your environment.

Measurement categories 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 business outcome
A reconciled order and receivables state with documented exceptions and clearly owned next actions.

Typical company sources

  • 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.

Controls before execution

  • Human approval Finance or order owners approve credits, write-offs, and manual payment matches.
  • Policy control 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

Custom by default Custom by default: final sources, interfaces, permissions, and controls are engineered for your environment.

Measurement categories 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 business outcome
An approved launch dossier covering product, market, and operational readiness with synchronized execution status.

Typical company sources

  • 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.

Controls before execution

  • Human approval The product owner approves scope, readiness, and market launch.
  • Policy control 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

Custom by default Custom by default: final sources, interfaces, permissions, and controls are engineered for your environment.

Measurement categories 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 business outcome
A traceable compliance decision with approved deviations and an assigned obligations register.

Typical company sources

  • 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.

Controls before execution

  • Human approval Legal or compliance owners approve relevant deviations.
  • Policy control 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

Custom by default Custom by default: final sources, interfaces, permissions, and controls are engineered for your environment.

Measurement categories 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 business outcome
A verified restoration with an updated service case, equipment history, and traceable parts usage.

Typical company sources

  • 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.

Controls before execution

  • Human approval The service owner approves safety-critical or chargeable interventions.
  • Policy control 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

Custom by default Custom by default: final sources, interfaces, permissions, and controls are engineered for your environment.

Measurement categories 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 business outcome
A versioned forecast with source cut-off, approved assumptions, variances, and a complete decision trail.

Typical company sources

  • 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.

Controls before execution

  • Human approval The finance owner approves assumptions, scenario, and publication.
  • Policy control 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

Custom by default Custom by default: final sources, interfaces, permissions, and controls are engineered for your environment.

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

Production gates

Accountability and boundaries are visible before launch.

A business operation moves toward production only when source access, accountable owners, and the permitted action scope are understood.

  1. Access before features

    We inspect available interfaces, data ownership, and permitted actions in the actual customer environment.

  2. Approvals before state changes

    Business-critical decisions are bound to named accountable owners and agreed policies.

  3. Evidence for every run

    Source references, approval state, exceptions, outcome, and AI usage are observable in the supported categories.

Your first business operation

Which operation should become productive in your company?

Bring the business outcome, participating systems, and accountable owners. In the discovery call, we scope a realistic first path to production.

Book a Discovery Call Back to the AiLoft overview
coach@startvisor.ai