AI for Manufacturing: Quality Systems and Supply Chain Intelligence
Capture knowledge before it walks out the door. Predict quality issues before they happen. Turn your operations data into competitive advantage.
What we see in the field.
Quality documentation is overwhelming
SOPs, CAPA records, audit reports keep growing. Finding the right document is a daily struggle across facilities and systems that don't talk to each other.
Institutional knowledge walks out the door
Experienced operators retire, and decades of knowledge leave with them. Troubleshooting steps, warm-up sequences, and process knowledge live only in their heads.
Supply chain visibility is a blind spot
Disruptions cascade. Data sits in disconnected systems. By the time you identify a supply chain issue, it's already affecting production schedules and customer commitments.
Safety compliance is getting more complex
OSHA, environmental, industry-specific standards evolving across facilities. Keeping every plant compliant with every regulation requires constant vigilance.
Solutions we build in two weeks.
Enterprise RAG Systems
SOP search, quality documentation, and safety protocols. All searchable with full citations and audit trails.
Learn more →Intelligent Workplace Hub
Factory floor communications, shift handover, and knowledge management for frontline and office workers.
Learn more →Business Function Copilots
AskIT for production systems, AskFinance for procurement, AskHR for frontline workforce management.
Learn more →Compliance & Risk Agents
ISO audit automation, OSHA compliance monitoring, and environmental regulatory change management.
Learn more →Real-world applications.
Batch record review and CAPA documentation
QA spends around 12 hours per batch checking signatures, deviations, and yield calculations, and roughly 10 hours a week chasing CAPA investigators and reformatting root-cause sections. We build the agent that flags exceptions and assembles audit-ready CAPAs. Built in two weeks, in your validated environment.
Three-way invoice matching
AP reconciles the invoice, the purchase order, and the packing slip line by line, then works the exceptions. That is around 18 hours a week at a mid-size distributor. We build the agent that matches and routes exceptions inside your ERP. Built in two weeks.
Content findability improvement across 28,000+ employees in 80+ countries after we modernized a 15-year-old global intranet into an AI-driven digital workplace, with mobile access for factory floor workers.
Read engagement note →From workflow to working tool in two weeks.
Scope and sign
We define the workflow, the deliverables, and the acceptance criteria, and sign an agreement on them before anything starts.
Build
We build the tool in your environment, with Claude Code and automated evaluation against your own data.
Pay when it works
$10,000, due only after every criterion in the signed agreement is met. Nothing before that.
Questions buyers ask.
How does the AI handle manufacturing-specific document types?
The system indexes SOPs, work instructions, control plans, FMEA documents, inspection records, and CAPA reports. It understands manufacturing terminology and can cross-reference related documents across quality, safety, and operations.
Can factory floor workers access the AI system?
Yes. We build mobile-first interfaces designed for factory floor use. Workers can ask questions about procedures, safety protocols, or equipment troubleshooting from tablets or smartphones without needing desktop access.
How do you handle multi-plant deployments?
Our architecture supports multi-plant deployments with plant-specific content and shared corporate standards. Each facility can have its own SOPs while inheriting corporate policies, and the AI understands which content applies where.
Does the system integrate with our MES and ERP?
Yes. We integrate with SAP, Oracle, Siemens Opcenter, Rockwell FactoryTalk, and other manufacturing execution and ERP systems. The AI can pull production data, quality metrics, and equipment status in real time.
How do you preserve institutional knowledge from retiring workers?
We conduct structured knowledge capture sessions with experienced operators, then index that knowledge alongside formal documentation. The AI can answer questions that previously required finding the one person who knew the answer.
Ready to ship AI that actually works?
Send us the workflow. We return a fixed scope, price, and acceptance criteria in 48 hours. You pay $10,000 only after it works.
Tell us the workflow →