Manufacturing systems
MES, batch analysis, SQC and OEE platforms that give every shift one trusted view of production.
Certified Ignition Integrator · Inductive Automation
Your plant data, finally working for you.
Process control, manufacturing systems and enterprise integration — with private AI that runs on your own hardware, and GxP validation when you need it.
Line 2 · FillingExample screen
OEE84.2%
Throughput412/h
BatchB-2291
Plant assistant · on-prem
Why did throughput drop at 10:40?
Capper torque rose 18% after a format change. Similar to the event on 12 Aug — SOP-114 step 6 resolved it.
Sensor to ERPOne team across every layer.
Certified Ignition IntegratorPlus AVEVA, PI and iFIX.
GxP validation experienceCSV under GAMP 5 & Part 11.
Your data stays homeAI on your hardware and network.
What we do
Five disciplines, delivered as one.
Controls, data, validation and AI that actually fit together — because the same team designs all of it.
Process control
DCS / PLC engineering, SCADA & HMI (Ignition, AVEVA, iFIX), instrumentation and loop optimization.
Enterprise integration
AVEVA PI, Ignition gateways, OPC UA and MQTT moving plant data reliably into ERP and back.
GxP
Computer System Validation
Risk-based CSV for automation, MES and data systems — GAMP 5, 21 CFR Part 11 and EU Annex 11, from validation plan to final report.
Validation services →New
Local AI
Private AI models on your own servers — plant assistants, anomaly detection and reporting, with no data leaving your site.
Explore Local AI →
Local AI for business & manufacturing
AI that lives inside your walls.
Recipes, batch records, SOPs and process history are your competitive edge. We deploy AI on hardware you own, connected to the systems you already run — and we can validate it where GxP requires.
No data leaves site
Works offline
Predictable cost
GxP validation available
Plant knowledge assistant
Plain-language answers grounded in your SOPs, manuals and batch records.
Process anomaly detection
Flags drift and equipment degradation in historian data before downtime.
Automated reporting
Shift reports, batch summaries and deviation drafts from live data.
Hardware & support
We size, install and maintain the AI servers and keep models current.
Certified Ignition Integrator
Ignition, done right — by certified engineers.
From a single HMI to multi-site enterprise architectures, we design, build and support Inductive Automation Ignition — and connect it to your historians, MES, ERP and on-prem AI.
SCADA & HMI
Perspective and Vision screens operators like to use.
MES & OEE
Production tracking, downtime and OEE on Ignition.
Migrations
From iFIX or Wonderware with minimal downtime.
Edge & MQTT
Remote and multi-site data architectures.
Computer System Validation
GxP validation, from engineers who know the systems.
We plan and execute Computer System Validation for pharmaceutical and life-sciences clients — on systems we build and on systems already in place. Risk-based, efficient and documented the way auditors expect.
01 · Plan
Validation strategy
Validation plans, GxP and risk assessments, URS and traceability matrices.
02 · Specify
Design & specifications
Functional and design specs written by the engineers who build the system.
03 · Test
IQ / OQ / PQ
Protocol authoring and execution, FAT / SAT and deviation management.
04 · Sustain
Data integrity & change control
ALCOA+ assessments, audit trails, periodic reviews and validated changes.
GAMP 521 CFR Part 11EU Annex 11CSA (risk-based)ALCOA+ISA-88 / ISA-95
Fluent in the platforms your plant already runs
- Ignition
- AVEVA PI
- Wonderware
- GE iFIX
- DCS
- PLC
- OPC UA
- MQTT
- SQL Server
- ERP
- Open-weight LLMs
Industries
Built for regulated, high-uptime operations.
- Pharmaceutical & life sciencesBatch · GMP · CSV
- Energy & utilitiesSCADA · Monitoring
- Process & discrete manufacturingMES · OEE · Quality
- Government & public sectorEnvironmental sensing
How we work
Engineers from first call to long-term support.
- 1AssessSite walk, system audit, clear map of gaps.
- 2DesignArchitecture, specs and a phased plan.
- 3Build & validateIntegration, commissioning and CSV on site.
- 4SupportService contracts and continuous improvement.
Tell us what your plant needs.
An engineer — not a salesperson — will reply within one business day.