Manufacturing & Logistics

Your line doesn't stop because of machines. It stops because of emails nobody answered.

Agentic AI that connects your ERP, email, BOM, and supplier workflows — so operations teams see what's blocking production before it does, and agents handle the coordination that's currently done manually.

-30%
reduction in production delays from supplier visibility and proactive escalation
-25%
excess inventory from demand-driven reorder signals replacing manual guesswork
faster supplier exception resolution with agentic follow-up
100%
PO and delivery confirmation visibility across sites and suppliers

The coordination black hole

A delivery is late. A PO acknowledgement is missing. A quality hold hasn't been cleared. None of it is visible in the ERP — it's all in email threads that nobody's read.

Inventory decisions on stale data

Reorder decisions are made from last month's ERP snapshot, not live demand signals. The result: overstock in slow lines, stockouts in fast ones, and a warehouse that doesn't reflect reality.

Supplier failures hiding in plain sight

Broken PTPs, deteriorating lead times, repeated quality exceptions — the signals were in the data weeks before the failure. Nobody was looking at them together.

Flagship workflow

Procurement intelligence — from PO raised to material on the floor.

We connect your ERP, supplier emails, and BOM to give operations a live view of every open PO: confirmed, unconfirmed, at risk, and overdue. Agents chase unacknowledged orders, escalate late deliveries before they hit production, and update the ERP automatically when confirmations arrive.

See procurement demo ↗
Live example: PO for a critical BOM component unacknowledged for 6 days. Agent flags it, sends a chase to the supplier contact from your email, escalates to procurement manager with production impact date. No human touched it until the escalation.

PO acknowledgement tracking

Every open PO monitored from raise to confirmation. Agents chase unacknowledged orders before they become production risks.

BOM-linked production risk

When a delivery is late, agents calculate which production milestones are at risk and surface the knock-on before it happens.

Supplier email intelligence

Agents read supplier threads to extract ETAs, exceptions, and commitments — and sync them to ERP without manual data entry.

Escalation & exception routing

Exceptions routed to the right person with full context already assembled. Not a notification — a recommendation with the next action.

Agentic solution map

From shop floor visibility to supply chain intelligence.

Operational workflow agents combined with demand and supplier intelligence — built to ship in weeks, not quarters.

Workflow & connectivity
Intelligence & forecasting
Workflow

Supplier & PO tracking

Live status of every open PO across suppliers. Agents chase confirmations, flag late acknowledgements, and escalate before production is impacted.

Intelligence

Demand forecasting

Demand signals from ERP sales history, open orders, and pipeline data — translated into reorder recommendations your procurement team can act on today.

Intelligence

Inventory optimisation

Identify overstock and stockout risks before they hit. Safety stock recommendations driven by live demand signals, not last quarter's averages.

Workflow

Production milestone tracking

BOM and project milestones linked to material delivery status. When a component is late, operations see the production impact immediately.

Intelligence

Supplier risk monitoring

Broken delivery commitments, deteriorating lead times, and quality patterns tracked across your supplier base. Risk flagged before it becomes a failure.

Workflow

Logistics & delivery agents

Agents track inbound and outbound shipments, chase carriers on exceptions, confirm deliveries, and update ERP — without a coordinator managing every thread.

Built for industrial operations

Not a dashboard. A connected operational layer that acts.

Built for EPC, fabrication, and industrial services businesses where materials, milestones, and multiple suppliers need to move in sync.

Connects to your existing ERP and email — no new systems required
BOM and BOQ linked to procurement and production tracking
Supplier intelligence built from your own email and ERP data, not generic benchmarks
Agents act on exceptions — escalate, chase, update — humans approve, not coordinate

Engagement model

From AI opportunity audit to live agents in production.

We embed with your operations and procurement teams, map the workflow, connect the systems, and ship agents that run in production — not in a pilot that never ends.

01
Opportunity audit
02
Workflow architecture
03
ERP & BOM integration
04
Pilot deployment
05
Optimisation retainer