Offerings
End‑to‑End Services for Smart Manufacturing
Built on our AI Center of Excellence, we bring consulting, product engineering and managed services together to deliver measurable impact on yield, throughput and cost.
Offerings
End‑to‑End Services for Smart Manufacturing
Built on our AI Center of Excellence, we bring consulting, product engineering and managed services together to deliver measurable impact on yield, throughput and cost.
Consulting & Strategy
- AI adoption roadmaps & value discovery
- Business process automation consulting
- Data strategy & AI readiness assessment
- Custom solution design for shop‑floor & enterprise
- LLM testing & validation strategies
AI‑Powered Software Development
- Custom AI/ML models: predictive maintenance, demand forecasting, QA
- Integration with MES/ERP/SCADA
- End‑to‑end AI application development
- Custom GPTs & virtual assistants (operator guidance, safety)
- Document processing & AI‑powered knowledge search
- Vision AI: defect detection, classification, traceability
LLM Services
- Custom LLM development & fine‑tuning
- Instruction‑tuning for task‑specific performance
- RAG pipelines for technical docs & maintenance support
- Enterprise LLM solutions with governance & observability
Data Intelligence
- Production analytics & OEE dashboards
- Performance & energy analytics
- Maintenance analytics (predictive & prescriptive)
- Quality analytics & SPC
- Executive KPI boards
Co‑Innovation & CoE
- Research on technology & market trends
- Use‑case discovery, solution definition
- PoCs & pilots with impact analysis
- Partner ecosystem acceleration
Managed Services
- Operations transition & service model setup
- SLA definition, compliance & reporting
- 24×7 operations monitoring
- Continuous improvement & cost optimization
Use Cases
High‑Impact Smart Factory Use Cases
Predictive Maintenance
Detect anomalies early using sensor & historian data. Prioritize work orders, plan spares and reduce MTTR.
- Vibration/thermal anomaly detection
- Remaining useful life (RUL) models
- Maintenance copilots for technicians
Quality Inspection (Vision AI)
Automated visual inspection for defects & dimensional checks—online or end‑of‑line
- Defect detection & classification
- Traceability & lot genealogy
- Real‑time SPC alerts
Production Optimization
Digital twins & analytics to balance lines, reduce changeovers and improve yield.
- OEE dashboards & bottleneck analysis
- Scheduling & line balancing
- Energy & throughput optimization
Connected Workforce
LLM copilots for SOPs, safety, troubleshooting and training—multi‑language, voice‑enabled.
- Instructional GPTs for operators
- Hands‑free voice assistants
- Knowledge search on docs & logs
Supply & Inventory
Forecasting, reorder automation, vendor performance analytics and GRN‑to‑invoice reconciliation.
- Demand & spare parts forecasting
- Inventory optimization
- Procurement bots & reconciliations
Safety & Compliance
Computer vision & sensors for PPE compliance, geofencing, near‑miss analytics and audits.
- PPE & zone monitoring
- Incident analytics
- Digital audit trails
Implementation
How We Engage
Discover → Pilot → Scale
Start with value discovery and a 4–6 week pilot to prove ROI. Then scale across plants with our CoE playbook.
- Use‑case discovery & business case
- PoC/Pilot with success criteria
- Secure integration & MLOps
- Rollout with change management
Governed, Secure, Observable
Enterprise‑grade delivery with model governance, data privacy, monitoring and cost control.
- Model & data governance
- Observability & drift monitoring
- Cost/perf dashboards & SLAs
- Ops runbooks & 24×7 support
Ready to build a smarter factory?
Let’s co‑create pilots that deliver ROI in weeks, then scale across your plants.
