Every SAP discrete plant has the same conversation in 2026. The SAP Account Executive says "PCo is being phased out, you need to move to SAP Production Connector and SAP DM in the cloud." The plant IT lead pauses, looks at their working PCo install — pulling clean data from 47 PLCs, feeding MES every second, surviving every Windows update since 2018 — and asks the obvious question: why throw it out? PCo works. It speaks OPC-UA. It speaks OPC DA, Modbus, sockets, REST. It already knows your machines. The honest answer most consultants won't give you: you don't have to retire PCo to get AI. Our platform plugs into your existing PCo as another consumer — same OPC-UA endpoint, same REST methods, same tag names. PCo keeps doing what it does best (machine data acquisition). Our NVIDIA on-prem AI layer sits next to it, adds predictive maintenance, anomaly detection, and auto-WO generation. No rip and replace. No PCo skill retraining. Book a free demo of SAP PCo + AI bridge software.
The On-Prem Server Stack — Plugs Into Your Existing PCo, Behind Your Firewall
Three pieces of NVIDIA hardware sit alongside your existing PCo install. PCo continues doing what it has always done — pulling clean data from machines. The new hardware subscribes to the same OPC-UA endpoints and adds the AI intelligence layer PCo was never designed to deliver. Book a free demo of SAP PCo + AI bridge software.
NEXT TO PCo · BRIDGE
NVIDIA Jetson AGX Orin The PCo Bridge
JobSubscribes to PCo's OPC-UA endpoint as a client
SpeedSub-second event streaming from PCo
WhereSits next to your PCo Windows server
FormSmall ruggedized box, fits in a rack
What it does: Connects to PCo's existing OPC-UA server and REST methods. No PCo reconfiguration. PCo continues feeding SAP ME / MII as it always has. Jetson silently consumes the same tags PCo is already publishing.
CONTROL ROOM · AI BRAIN
RTX PRO 6000 Blackwell The AI Brain
JobPredictive maintenance · anomaly detection · auto-WO
SpeedSub-100ms inference · models retrain overnight
WhereSits in your control room behind your firewall
FormTower computer, fits under a desk
What it does: Runs the intelligence layer PCo cannot — failure prediction on bearings and motors, quality anomaly detection, auto-generation of CMMS work orders. Pushes results back to SAP via REST or writes back through PCo to MES/ME.
ENTERPRISE · FLEET BRAIN
NVIDIA DGX Station GB300 Ultra · Fleet Model Trainer
JobTrains models across multi-plant data
SpeedRetrain cycle in hours, not weeks
WhereSits at corporate HQ in a server rack
FormRack-mounted, 24/7 enterprise grade
What it does: Aggregates PCo data streams from all your sites. Trains shared failure models on every fleet member's data. Pushes improved models back to each plant's RTX. Cross-plant pattern matching no single PCo can offer.
100%
Stays inside your building · never goes online
$0/mo
No subscription · buy once, own forever
Offline
Works fully air-gapped if your team requires it
Yours
Source code included · modify it freely
The Architecture Stack — PCo Stays. AI Plugs In. Nothing Breaks.
Here is exactly how the new AI layer sits on top of your existing PCo install. Each layer keeps its job. The data flow is one-way (machine → PCo → AI), so PCo never sees anything new on its inbound side and your SAP ME / MII consumers see no change in PCo's behavior. Sign up free for SAP PCo + AI integration software.
L1
SHOP FLOOR · MACHINE LAYER
Your Existing Equipment
CNC
PLC
SCADA
HISTORIAN
IIoT
Fanuc, Siemens, Mitsubishi, Heidenhain, Allen-Bradley, Beckhoff, Honeywell — speaking their native protocols. No changes at this layer. Ever.
KEPT AS-IS
L2
SAP PCo · DATA LAYER (UNCHANGED)
Your Existing PCo Install
OPC-UA
OPC DA
MODBUS
REST
SOCKETS
PCo continues queries, notifications, and tag subscriptions. Same Windows server, same .NET runtime, same configuration. Your team's PCo skills remain valuable.
KEPT AS-IS · NO RECONFIG
L3a
SAP ME / MII · LEGACY CONSUMER
Existing SAP Path
SAP ME or MII receives PCo data exactly as before. Operator screens, work orders, OEE dashboards — unchanged.
UNTOUCHED
L3b
AI BRIDGE · NEW OPC-UA SUBSCRIBER
NVIDIA Jetson AGX Orin
OPC-UA Client
REST
WebSocket
Subscribes to PCo's OPC-UA server using standard client protocols. Reads the same tags PCo publishes to MII — completely transparent to PCo.
NEW
L4
NVIDIA AI BRAIN · INTELLIGENCE LAYER (NEW)
RTX PRO 6000 + DGX Station
PdM Models
Anomaly Detection
Auto-WO Gen
Fleet Analytics
On-prem inference of failure prediction, anomaly detection, auto work-order generation. Pushes alerts and WOs back to SAP via REST or through PCo to MES/ME.
NEW · ON-PREM
Three Real Discrete-Plant Scenarios — PCo Stayed, AI Plugged In
Three real scenarios from real plants where PCo was kept intact and AI was added as the intelligence layer. Same pattern every time: PCo continues data acquisition, NVIDIA Jetson subscribes alongside, RTX runs the AI. Book a free demo of SAP PCo + AI bridge software.
SCENARIO 01
"Our PCo install talks to 47 PLCs across the shop floor. Re-doing all of that for SAP DM's Production Connector would take 8 months. Is there a way to keep PCo and still add AI?"
THE PROBLEM
Automotive Tier-1 supplier. PCo install built over 5 years. 47 PLC source systems, custom tag mapping, complex notifications. SAP integrator quotes 8 months and $1.6M to rebuild it all on Production Connector for cloud SAP DM. Plant IT lead wants to know: can we add AI without rebuilding the connectivity layer?
HOW THE HARDWARE SOLVES IT
PCo Stays Untouched
PCo continues feeding all 47 PLCs to SAP ME exactly as today. Zero changes to PCo configuration. Zero new tag mapping.
The PCo Bridge (Jetson)
Configured as an OPC-UA client of your existing PCo server. Subscribes to the same tags PCo already publishes. Setup: 1 day, not 8 months.
The AI Brain (RTX)
Predictive maintenance, anomaly detection, and auto-WO generation running on all 47 PLCs' data within 11 weeks.
THE RESULT
AI live across 47 PLCs in 11 weeks vs 8 months for full rebuild. $1.4M saved. PCo team's expertise preserved.
SCENARIO 02
"Our PCo handles bidirectional OPC-UA method calls to coordinate PLC sequences. We can't break that flow. Does AI integration affect those calls?"
THE PROBLEM
Aerospace fabrication plant. PCo orchestrates complex bidirectional OPC-UA method calls — coordinating sequence steps between PLCs, robot cells, and quality stations. Plant manager: "If your AI box even pings the wrong tag, our entire flow could pause. Production engineers will not approve anything that touches PCo's existing methods."
HOW THE HARDWARE SOLVES IT
Read-Only Subscription
Jetson connects as a read-only OPC-UA subscriber. Cannot write to PCo. Cannot trigger methods. Cannot modify subscriptions. Same privilege level as a passive logger.
Out-of-Band Output
AI Brain writes alerts and work orders back through a separate REST channel — directly to SAP S/4HANA PM. Never touches the PCo-MES sequence flow. Quality stations untouched.
Production Engineering Sign-Off
Engineers verify: zero touch on existing PCo methods, zero impact on sequence flow. Network audit confirms read-only access. Approved for production rollout.
THE RESULT
AI live in 8 weeks with zero impact on PCo orchestration. Production engineers approved on first review. Bearing failures cut 31%.
SCENARIO 03
"PCo's REST web server is doing a lot for us already. Can the AI brain push alerts back through PCo so SAP ME and our CMMS see them the same way?"
THE PROBLEM
Industrial pumps manufacturer. PCo's REST web server is the integration backbone — SAP ME, the CMMS, and the quality system all pull from PCo's REST endpoints. CIO wants AI alerts and predictive work orders to flow through the same PCo REST channel so downstream consumers see a consistent data path. No separate AI dashboard. No new endpoints for the team to learn.
HOW THE HARDWARE SOLVES IT
The PCo Bridge (Jetson)
Reads from PCo's existing OPC-UA endpoint. Streams to the AI Brain.
The AI Brain (RTX) · Round-Trip
Predictive alerts and auto-generated work orders are pushed back into PCo via PCo's own REST service operations. PCo then publishes them to ME, CMMS, and quality system through their existing PCo subscriptions.
Single Source of Truth
Downstream systems all see AI insights as if they came from PCo. No new dashboard. No team retraining. Operator workflow unchanged. PCo's role expands without PCo changing.
THE RESULT
AI alerts flowing through PCo's REST channel in 9 weeks. Zero new endpoints for downstream teams. PCo expertise leveraged.
$1-4M
Typical savings per plant vs the SAP DM Production Connector rebuild path — PCo investment preserved, team skills retained, downstream consumers unchanged. The AI layer pays for itself in the first prevented unplanned downtime event.
PCo + AI Stack Map · 4-Week Pilot · No Rip-Replace
Get Your PCo + AI Stack Map. Keep PCo. Add Intelligence.
Book a 30-minute call. We walk through your current PCo configuration — source systems, tag map, REST endpoints, downstream consumers. You leave with a stack diagram showing exactly where AI plugs in alongside PCo. Pilot in 6 to 12 weeks. Buy it once, own it forever — no monthly fees, source code included.
What You Get — Everything In One Box, Yours Forever
A pre-configured AI bridge stack arrives at your control room. PCo OPC-UA client, REST connectors, predictive maintenance models, anomaly detection, auto-WO generation — all pre-loaded. Plug into your existing PCo via standard protocols. Live in 6-12 weeks. Sign up free for SAP PCo + AI bridge software.
Buy Once, Own Forever
No subscription. No per-tag charges. No SAP BTP fees. One price up front.
Your Data Stays Home
PCo data, model training data, predictions — all stays inside your plant perimeter.
Source Code Included
Customize OPC-UA subscriptions, add models, extend REST endpoints. Not locked in.
Ready Out of the Box
PCo client + PdM models + anomaly detection + WO generation — pre-loaded.
Frequently Asked Questions
Does adding the AI layer require any changes to PCo's configuration?
No. The Jetson AI Bridge connects as a standard OPC-UA client to your existing PCo OPC-UA server endpoint. PCo sees it as just another subscriber, no different from your existing SAP ME or MII connection. PCo's tag list, source systems, agent instances, notifications, and REST methods are all untouched. Your team's existing PCo expertise and configuration playbooks remain valid.
Will the AI bridge slow down PCo or affect data delivery to MES?
No. OPC-UA is designed for multiple concurrent subscribers — PCo handles many clients with no performance impact. Internal benchmarks across production deployments show under 2% additional CPU load on the PCo server. Your existing SAP ME / MII data delivery sees no measurable change in latency or throughput. The AI bridge runs in parallel, not in series.
What happens to our PCo install when SAP eventually deprecates it?
SAP has stated that PCo continues to be supported as the connectivity layer for SAP ME and MII through their end-of-life in December 2030. After that, you have flexibility: keep PCo running (it works independently of SAP support), or transition the data acquisition layer onto the same NVIDIA Jetson hardware that's already in your plant. The AI Brain doesn't care which data layer it reads from, so the transition is seamless and on your timeline, not SAP's.
Can the AI bridge write back to PCo so downstream consumers see AI insights?
Yes — through PCo's existing REST web server. The AI Brain can push predictions, alerts, and auto-generated work orders back to PCo via the same REST service operations PCo already exposes. PCo then publishes those new data points to ME, MII, CMMS, and quality systems through their existing PCo subscriptions. Downstream consumers see a single consistent data source — they don't need to know there's an AI layer in the middle.
Can we run this read-only for security review?
Yes. The default deployment is read-only — Jetson connects as an OPC-UA subscriber with read-only privileges. Cannot write to PCo. Cannot trigger OPC-UA methods. Cannot modify subscriptions. AI outputs flow through a separate REST channel directly to SAP S/4HANA PM or the CMMS. Most production engineering teams approve on first review under this model. Write-back to PCo (FAQ above) is opt-in once security teams are comfortable.
PCo Preserved · AI Added · Pilot in 6-12 Weeks
Get Your PCo + AI Stack Map. Keep What Works. Add What's Missing.
Book a 30-minute call. We walk through your PCo configuration and show exactly where AI plugs in. Pilot hardware on-site in 6 to 12 weeks. Buy it once, own it forever — no monthly fees, source code included.
