Custom On-Site
Engineering & AI Solutions
Dedicated engineers collaborate directly with frontline operators, offering risk-free pilots before payment. Tailored, proven, and transformative.
Engineered With Operators
No detached office theories. Our stationed engineers work side-by-side with frontline operators to pinpoint real friction points.
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Stationed Engineers: Resident technical specialists directly embedded on your floor. -
Operator Dialogue: Direct communication with line staff to design intuitive tooling. -
Cross-Team Synergy: Align production, maintenance, and IT to turn pain points into workflows.

Bespoke Models & Workflows
Never settle for rigid off-the-shelf software. We tailor neural models, OCR pipelines, and automation to your exact systems.
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Tailored Algorithms: Custom vision, document OCR, and predictive models built for your data. -
Internal System Sync: Embed AI capabilities natively into your in-house proprietary software. -
OT / IT Integration: Connect factory PLCs and SCADA directly with modern executive dashboards.

Proven Before You Pay
Eliminate adoption risk completely. Experience working prototypes and pilot runs on-site before committing any payment.
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Experience First: Test custom working prototypes on live lines with zero upfront commitment. -
Pay After Proof: Settle payment only after pre-agreed operational ROI is verifiably proven. -
SOP & Handover: Deliver comprehensive operating procedures and staff coaching for independence.

Engineered for Results
A holistic delivery lifecycle designed for frontline impact and zero risk.
Stationed Engineers
Full-time technical engineers deployed directly to your facility throughout development and tuning.
Experience-First POC
Validate tailored working prototypes in your live environment with zero upfront financial risk.
Pay-for-Impact Model
Invoices are triggered only after milestone goals and measurable efficiency gains are proven.
Custom AI Solutions
Proprietary computer vision, OCR, and dispatching algorithms customized to your unique workflows.
Frontline Collaboration
Direct day-to-day engagement with line technicians and operators ensures genuine usability.
SOPs & Team Training
Comprehensive documentation handover and operator coaching ensure lasting operational autonomy.
Delivery Scope & Capabilities
Complete delivery scope for your Custom On-Site Engineering engagement.
| Capability Scope | Specifications & Deliverables | Included |
|---|---|---|
| Stationed Field Engineers | Dedicated automation engineers deployed directly to your facility | ✔ |
| Frontline Direct Dialogue | Side-by-side interaction with operators to solve true friction points | ✔ |
| Bespoke AI Solutions | Custom vision models, OCR tools, and predictive algorithms engineered | ✔ |
| Experience-First Pilot | Fully functional tailored prototype validation before any purchase | ✔ |
| Pay-After-Proof Model | Zero upfront financial commitment; billing tied directly to proven ROI | ✔ |
| In-House System Embedding | Seamless integration linking AI directly into proprietary software | ✔ |
| OT & IT System Bridging | Connecting industrial PLCs and SCADA directly with ERP dashboards | ✔ |
| Real-Time KPI Cockpits | Executive decision dashboards, live alerts, and anomaly monitoring | ✔ |
| Standard Operating Procedures | Comprehensive step-by-step SOP manuals and shift handover docs | ✔ |
| Frontline Staff Enablement | Structured training and hands-on coaching for permanent autonomy | ✔ |
| Air-Gapped Private Deploy | On-premise hardware deployment with strict internal network isolation | ✔ |
