Industry operating models

AI operations for document-heavy, handoff-heavy work.

Answer in brief

Explore MicroPlatform workflows for automotive service, logistics and freight, finance and shared services, manufacturing and procurement, retail distribution, and construction engineering.

We focus on industries where documents, messages, approvals and system updates repeatedly cross team boundaries. MicroPlatform can begin with one narrow workflow and expand as the operating model proves itself.

Lighthouse fit

Automotive & Service Operations

Connect enquiry, estimate, approval, appointment, service records, parts, supplier documents, invoicing and customer follow-up without turning the customer journey into disconnected tools.

Explore automotive workflows →
Trade operations

Logistics, Freight & Trade

Structure shipment documents, coordinate exceptions and move trusted shipment information into operational systems while keeping human review available for irregular cases.

Explore logistics workflows →
Finance operations

Finance & Shared Services

Automate invoice and PO capture, validation, matching, approvals, exception follow-up and structured delivery into finance systems.

Explore finance workflows →
Procure to pay

Manufacturing & Procurement

Connect purchase orders, supplier confirmations, receiving records, invoices, quality documents and approvals across procurement, warehouse and finance teams.

Explore manufacturing workflows →
Supply chain

Retail & Distribution

Move supplier orders, delivery records, goods receiving, invoices, inventory exceptions and supplier communication through a controlled flow.

Explore retail workflows →
Project operations

Construction & Engineering

Reduce repeated document entry and fragmented handoffs across procurement, supplier invoices, delivery records, approvals and project correspondence.

Explore construction workflows →
How we choose a starting point

Do not automate the whole industry. Automate one painful chain.

Industry pages are useful only when they connect to a real operating process. We look for repeated inputs, clear decision rules, costly manual handoffs and a measurable target outcome.

VolumeHow often does the document, message, ticket or transaction arrive?
RepetitionWhich manual steps are performed the same way every day?
ExceptionsWhat percentage of cases require judgement, missing information or escalation?
SystemsWhere must the approved result be written, sent or recorded?
OutcomeWhat should become faster, more reliable or easier to supervise?
Industry architecture

The same platform, different operational context.

MicroPlatform does not need a different AI stack for every sector. The industry-specific value comes from the documents, workflow logic, validation rules, permissions, integrations and human escalation paths.

MicroExtractConfigure the document families, required fields and validation logic relevant to the workflow.
MicroNerveRepresent the industry process, ownership, approvals, system handoffs and state.
MicroAgenXAssign bounded agent tasks such as triage, follow-up, investigation or communication where appropriate.
Human teamRetain domain judgement and authority for exceptions, approvals and sensitive actions.
Industry workflow assessment

Bring us the process your team complains about most.

We will map the documents, channels, systems, manual steps, exceptions and controls before recommending which MicroPlatform layer belongs in the solution.

Assess a workflow