NEXUS AI
Industries

Manufacturing first, and everywhere the same problem repeats

Our depth is in manufacturing operations. But the underlying problem is not a manufacturing problem. It is people moving information between systems that were never introduced to each other.

Where we work

Nine sectors, one underlying problem. The detail for each of the first five follows below.

Manufacturing and engineering

Production planning, purchase follow up, quality reporting, shop floor data capture, ERP and MES integration.

Logistics and warehousing

Dispatch tracking, proof of delivery, carrier reconciliation, inventory exceptions, customer status updates.

Healthcare and clinics

Appointment coordination, records retrieval, claims and billing follow up, compliance documents, patient reminders.

Education and coaching

Enquiry capture and qualification, admission follow up, fee reminders, batch communication, course material generation.

Real estate and construction

Lead capture and routing, site visit scheduling, document and approval tracking, vendor follow up, project reporting.

Retail and e-commerce

Order and returns handling, stock reconciliation across channels, supplier communication, product content generation.

Professional services

Proposal assembly, timesheet and invoice chasing, client reporting, contract and knowledge retrieval.

Finance and insurance

Document processing, KYC and onboarding workflows, claims follow up, reconciliation, reporting packs.

Hospitality and travel

Booking and enquiry handling, review responses, guest communication, vendor coordination, revenue reporting.

Manufacturing

Auto components, electronics manufacturing, precision machining, general engineering, capital goods.

Production planning and follow up

Schedule adherence chased by phone and WhatsApp, status collected line by line, plans rebuilt in a spreadsheet each morning.

Purchase and supplier chasing

Open order follow up, delivery date confirmations, shortage escalation, supplier reminders someone sends by hand.

Quality and compliance

Inspection records, non conformance tracking, corrective action follow up, audit evidence assembled the week before the audit.

Shop floor data capture

Machine and line data joined to business reporting, so OEE, downtime and output are read from the line rather than reconstructed from memory.

Logistics and warehousing

Dispatch, documentation and reconciliation, across carriers and sites.

Dispatch and delivery tracking

Consignment status pulled together across carriers, exceptions surfaced instead of discovered when the customer calls.

Proof of delivery

POD collection, matching and filing, and the chasing that goes with it.

Carrier and freight reconciliation

Invoices matched against bookings and rates, discrepancies raised automatically.

Healthcare

Administration, claims and compliance, without touching clinical judgement.

Administration and records

Appointment coordination, records retrieval, and the handoffs between departments that currently run on phone calls.

Claims and billing follow up

Claim status tracking, rejection handling, payment follow up, and the reporting on top of it.

Compliance documentation

Protocol and policy retrieval, audit evidence, training record tracking.

Professional services

The follow up nobody enjoys and everybody postpones.

Proposal and document assembly

Drawing on past work, standard sections and client detail, instead of starting from the last similar file.

Timesheet, invoice and collection chasing

Recurring, predictable, and almost entirely automatable.

Client reporting

Recurring reports assembled from the systems that already hold the data.

Retail and distribution

Orders, stock and suppliers across channels.

Order and returns handling

Exceptions routed and actioned across channels rather than worked through a shared inbox.

Stock reconciliation

Positions reconciled across channels, warehouses and the accounting system.

Supplier communication

Purchase order follow up, delivery confirmations and shortage alerts.

If your sector is not listed, the question is still the same: where do your people spend the day moving information rather than using it?

Ready to see what chasing costs you?

Tell us the process eating the most hours. We will tell you honestly whether it is worth automating, what it takes, and what it costs. If it is not worth doing, we will say so.