Pryme Intelligence
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Infrastructure-grade AI for serious global businesses.

Solutions ยท Manufacturing

Make more.Defect less.

Manufacturing AI built for the line, the lab, and the audit.

Pryme Intelligence gives manufacturers governed AI agents that triage production issues, draft CAPA and deviation reports, surface predictive-maintenance signals before unplanned outages, coordinate suppliers, draft sustainability and regulatory reporting, and transfer best practices across plants - wired to the MES, SCADA, ERP, QMS, PLM, CMMS, and IIoT estate you already run. Pryme Intelligence sits above SAP, Siemens, Rockwell, and Honeywell instead of fighting them.

Quality
Maintenance
Supply
Audit
Pryme Intelligence
Plant controls
Focus
One Workspace above the plant estate
Why manufacturers reach out

You do not need another plant pilot that never clears OT and quality review.

You need one governed layer that improves OEE, quality, maintenance, and reporting without crossing the OT boundary or starting a platform replacement programme.

AI above the MES and ERP estate

Pryme Intelligence sits above the manufacturing stack you already run. You keep SAP, Siemens, Rockwell, Honeywell, and the rest of the plant estate instead of starting another replacement programme.

OT boundary respected

Manufacturing AI only gets through the door if it respects the OT security boundary. Pryme Intelligence connects through existing OPC UA and MQTT pathways without breaching the Purdue model.

Quality, maintenance, and sustainability in one layer

Production issues, CAPA, deviation reports, maintenance triage, supplier coordination, and sustainability evidence all run in one governed Workspace with one audit trail.

Across the plants

One Workspace across discrete, process, automotive, aerospace, life sciences, and heavy industry.

Manufacturers do not buy AI for one queue forever. They buy it across plants, lines, quality systems, and the supplier network.

Segment
What Pryme Intelligence handles
Agents in scope
Discrete manufacturing
Line performance, quality review, work-order drafting, supplier coordination, and NPI handoff support.
Manufacturing Operator, Quality & Compliance, Production Planning
Process manufacturing
Deviation handling, batch review, maintenance, quality controls, and regulatory evidence generation.
Quality & Compliance, Maintenance Triage, Sustainability Reporting
Automotive and mobility
IATF quality workflows, supplier escalation, line issue capture, and cross-plant best-practice transfer.
Manufacturing Operator, Quality & Compliance, Supplier Coordination
Aerospace and defence
AS9100-style quality evidence, maintenance planning, supplier coordination, and high-control document workflows.
Quality & Compliance, Maintenance Triage, Production Planning
Life sciences and food
Deviation reports, CAPA drafting, batch and quality evidence, and regulated reporting support.
Quality & Compliance, Sustainability Reporting, Manufacturing Operator
Industrial and heavy equipment
Multi-plant operations support, critical-equipment maintenance, supplier readiness, and field-quality loop closure.
Predictive Maintenance, Supplier Coordination, Manufacturing Operator
Built for the plant

Two pre-trained agents. Five blueprints ready to deploy. Two with enterprise setup.

These are the manufacturing agents an operations, quality, supply, and OT-aware buying committee can actually understand and stage.

2
Pre-trained
5
Blueprints
2
Enterprise setup
Manufacturing Operator Agent profile
Pre-trained
Line support and shift execution

Manufacturing Operator Agent

Supports supervisors and line leads with troubleshooting, shift handover, issue capture, and best-practice transfer across the production floor.

  • Drafts shift summaries, incident notes, and frontline escalation context without asking supervisors to rebuild the story later.
  • Surfaces prior fixes and known workarounds from similar issues at the same plant or another one.
  • Keeps decisions, follow-ups, and exceptions attached to the same governed audit trail.
Stabilise the line handover
Capture recurring issues cleanly
Quality & Compliance Agent profile
Pre-trained
CAPA, deviation, and audit-readiness support

Quality & Compliance Agent

Drafts CAPA, deviation reports, change controls, and audit responses while leaving batch release, QA sign-off, and regulator-facing release with the named human owner.

  • Packages source evidence into cleaner quality documentation so the team spends less time assembling and more time reviewing.
  • Keeps the approval path for QA, RA, and quality leadership explicit instead of implied.
  • Turns every quality event into a better evidence record for the next audit or inspection.
Accelerate CAPA cycles
Shorten audit prep
Agent
What it does
Connects to
Governance
State
Production Planning Agent
Time to first run: Same day
Drafts production plans around demand, capacity, material availability, and planned maintenance instead of leaving the planner to reconcile it all manually.
ERP, planning tools, inventory, supplier signals, and maintenance windows
Drafts and recommends only; schedule changes and commitments remain with the named planner or operations owner.
Supplier Coordination Agent
Time to first run: Same day
Surfaces supplier issues before they hit the line, drafts the follow-up, and routes quality and procurement exceptions with the relevant context attached.
ERP, supplier portals, procurement, quality systems, and planning data
Drafts and routes only; supplier qualification changes and commercial decisions stay with procurement and quality.
Maintenance Triage Agent
Time to first run: Same day
Drafts the work order, likely failure context, and skills or parts view before maintenance picks up the job.
CMMS, EAM, plant telemetry, maintenance history, and stock or parts systems
Triage and draft only; asset shutdowns and maintenance authorisation remain policy-gated.
NPI Coordination Agent
Time to first run: Same day
Coordinates the new-product-introduction path so launch tasks, dependencies, and quality gates stop living in scattered spreadsheets and inboxes.
PLM, ERP, quality systems, project tooling, and supplier workflows
Coordinates and drafts; launch gates and quality release remain with the named approvers.
HSE Incident Agent
Time to first run: Same day
Drafts incident reports, assembles evidence, and routes corrective-action follow-up into the same quality and operations trail.
HSE systems, incident forms, plant records, and audit evidence stores
Drafts only; formal incident classification and release stay with the named HSE owner.
Predictive Maintenance Agent
Setup path: Manufacturing solutions design
Combines vibration, temperature, current, acoustic, and maintenance history to surface failure patterns before unplanned downtime lands.
IIoT signals, MES, CMMS, historian data, and maintenance records
Requires plant-specific signal, reliability, and OT-boundary design before launch.
Sustainability Reporting Agent
Setup path: Manufacturing solutions design
Drafts CSRD, SECR, and broader sustainability reporting continuously from the data-quality work the manufacturer already performs.
ERP, energy data, carbon tooling, supplier data, and reporting systems
Requires manufacturer-specific reporting scope, assurance design, and data mapping before deployment.
Why an agent platform

Why Pryme Intelligence instead of a suite add-on or a one-slice maintenance or quality vendor.

The strongest manufacturing wedge is whole-plant scope plus OT-safe integration, not another narrow vendor that fixes one problem and creates three more.

Capability
Pryme Intelligence
Suite add-on
Point vendor
Custom build
Sits above your MES and ERP estate
Yes
Usually tied to one suite
Usually one narrow slice only
No consistent operating layer
OT boundary respected
Yes
Varies by vendor and stack
Sometimes
Depends on the project
Whole-plant scope
Quality, production, maintenance, supply, HSE, sustainability
Mostly suite-bounded
Usually one functional problem
Custom scope, expensive to grow
Same platform as finance, ops, and HR agents
Yes
No
No
No
Audit-ready evidence trail
Built in
Varies by module
Partial
Depends on the implementation
Who this is for

Built for the leaders who own the line, the quality system, the supplier network, and the reporting burden.

That is the real buying committee: operations, quality, supply, OT-aware technology, and the sustainability owner who has to answer for the data later.

COO / VP Manufacturing

You need OEE up, downtime down, and best practices moving across plants without adding another isolated vendor and another pilot that never scales.

Make more. Defect less. Downtime down.
See it on your line

VP Quality

You need CAPA, deviations, and audit prep moving faster without weakening the quality system or the approval path that makes it defensible.

CAPA cycles down. Audit prep continuous.
See the governance rail

VP Supply Chain

You need supplier issues caught before they hit the line and S&OP acting more like a discipline than an exercise in late reconciliation.

Supplier issues surfaced before production feels them.
See the integration layer

Head of Sustainability

You need CSRD, SECR, and wider sustainability evidence assembled continuously instead of in a reporting panic every cycle.

Continuous reporting instead of reporting scramble.
Get the manufacturing brief
What changes

What changes in the first quarter.

The goal is cleaner execution, better evidence, and lower operational drag, not another AI logo hidden inside one silo.

Metric
Today
With Pryme Intelligence
Production issue triage
Manual, fragmented, and shift-dependent
Cleaner capture and faster supervisor response
CAPA and deviation cycles
Rebuilt after the fact
Drafted continuously with source evidence attached
Maintenance readiness
Reactive and incomplete
Earlier signal with better work-order context
Supplier issue visibility
Often discovered too late
Surfaced earlier with context attached
Sustainability reporting
Assembled in reporting crunches
Drafted continuously from the operating data trail
AI vendor sprawl
Point tools by function
One governed Workspace across the plant estate
FAQ

Questions manufacturing leaders ask first.

Authority on line stops, quality-system fit, OT security, stack integration, and adoption path decide whether this becomes a real plant conversation.

Can a Pryme Intelligence agent stop a production line, release a batch, initiate a recall, or send a regulator-facing report without human approval?

No. Those are permissions you grant, not defaults. Production stop, batch release, recall initiation, regulator-facing communications, and supplier qualification changes route through the named approval chain you already run.

How does Pryme Intelligence support ISO, IATF, AS, GMP, FDA, and similar quality-system expectations?

The operating model is designed to help quality teams draft CAPA, deviations, change controls, incident reports, and audit responses while keeping sign-off and release with the named QA or RA owner. The evidence trail is preserved as the work runs.

Where does our production and quality data live, and how is OT cybersecurity handled?

Inside your tenant-isolated Pryme Intelligence Workspace with encryption in transit and at rest and region-scoped deployment options. OT integration is designed to respect the existing security boundary rather than bypass it.

Does Pryme Intelligence integrate with our MES, ERP, QMS, and maintenance stack?

Yes. The page is built around the assumption that you keep the plant systems you already run. Pryme Intelligence sits above MES, ERP, QMS, CMMS, PLM, and IIoT data pathways rather than replacing them.

How is this different from a suite add-on or a predictive-maintenance point vendor?

Suite add-ons tend to stay inside one stack. Predictive-maintenance vendors tend to stay inside one narrow maintenance slice. Pryme Intelligence spans production, quality, maintenance, supply, HSE, and sustainability in one governed Workspace.

Can we start with one plant or one line first and expand?

Yes. Most manufacturers start with one bounded wedge such as operator support on a line, a quality cycle, a maintenance triage flow, or a sustainability reporting path, then expand inside the same Workspace and audit trail.

Bring a real manufacturing workflow.

We will show you what Pryme Intelligence does with it.

Bring a production issue, quality cycle, maintenance problem, or sustainability reporting path you actually run. We will show you a governed manufacturing agent on it live and walk through the evidence trail it produces.