Engineering automation that works in real operations.
G4187 helps manufacturing, logistics, and operations teams eliminate manual work with AI and automation — delivering measurable ROI in 30–60 days.
- Manufacturing plants
- Logistics & warehousing
- Enterprise operations
We combine operational experience, lean thinking, and modern AI tools to design automations that actually work on the floor — not just in a slide deck.
Built for operations-intensive teams.
G4187 specializes in AI and automation for teams where accuracy, speed, and throughput matter every shift.
- Manufacturing plants
- Warehousing & logistics operations
- Enterprise operations teams
Your process isn’t the problem — your workflows are.
Most operations leaders are stuck with disconnected systems and workflows dependent on human effort just to function.
- Manual data entry between systems
- Paper-driven QA and inspection processes
- Inbound freight and production scheduling chaos
- Repetitive reporting cycles
- Firefighting caused by fragmented information
AI + automation, engineered for the real world.
We design and deploy automation and AI agents that eliminate repetitive tasks, reduce errors, shorten cycle times, and provide real-time operational visibility. Your core process stays the same — we make it faster, leaner, and more reliable.
Services engineered for fast, measurable ROI.
- 60–90 minute discovery session
- Workflow mapping
- Prioritized automation opportunities
- ROI estimates
- 30–90 day implementation roadmap
- Inbound freight scheduling agents
- Production & downtime reporting
- Digital QA & inspection workflows
- Inventory reconciliation automation
- Customer service agents
- ERP / WMS / MES integrations
- Continuous monitoring
- Monthly new automations
- Prompt/logic updates
- KPI dashboards & quarterly reviews
- Team training & support
From idea → engineered → live in operations.
Strategy call to understand workflows, constraints, and goals.
We identify the highest-ROI automation opportunities.
We design, test, and integrate your automation or AI agent.
Improve based on real usage and expand across your operations.
What teams get working with G4187.
Every engagement includes ROI tracking and measurable efficiencies.
- 30–70% reduction in admin time
- Fewer errors and rework
- Faster scheduling & reporting cycles
- Real-time operational visibility
- Automation that scales across departments
Ideas engineered to life.
G4187 was founded by an operations leader with real-world experience in manufacturing and logistics — blending lean principles, system design, and advanced AI tools to deliver automations that work.
We understand OEE, throughput constraints, labor shortages, inventory complexities, and what it’s like running shifts. That practical lens shapes every automation we build.
Answers to common questions.
Not necessarily — we work directly with operations leaders and only loop IT in for access or security approvals.
Most automations deploy within 3–6 weeks, depending on complexity.
Yes — we will review your stack during the audit and determine the best integration approach.
Begin with the Automation Opportunity Audit so we can determine your highest-impact automations right away.
Ready to remove the manual work slowing your operation down?
Let’s identify your first 1–3 high-impact automations and get them live in the next 30–60 days.
Book a Free Automation Strategy CallOr email us directly at launch@g4187.com