How We Work
From Workflow Discovery to Live Agentic AI within months.
Five phases. Proven manufacturing domain libraries configured to your operation, with role-tailored user experiences for every industrial persona. Free evaluation and free proof of concept before any commitment.
How We Work
From Workflow Discovery to Live Agentic AI within months.
Five phases. Proven manufacturing domain libraries configured to your operation, with role-tailored user experiences for every industrial persona. Free evaluation and free proof of concept before any commitment.
Map the Workflows
Phase One
Quantify the Opportunity
Phase Two
Getting You AI Ready
Phase Three
User Experience Design
Phase Four
Configure and Deploy
Phase Five
We work iteratively through these phases in an agile manner, applying design thinking to discover, design, and develop solutions that are tailored to your enterprise context.
Phase One
Map the Workflows
We map the specific workflows across your operational workstreams — documenting every step, every handoff, and every data source — and identify where agentic AI delivers the highest productivity gain. We quantify the opportunity before a dollar is spent on deployment.
Deliverable
Workflow Intelligence Report
Complete workflow maps, productivity opportunity quantification, and recommended AIM module deployment sequence.
Phase Two
Quantify the Opportunity
We benchmark your workflows against world-class industrial operations practice and model the specific productivity gains for your operation — per workflow and in aggregate. We build the three-year ROI model that justifies the deployment investment.
Deliverable
Benchmark and Business Case Report
Gap analysis, workflow-specific gain model, three-year ROI, and deployment roadmap.
Phase Three
Getting You AI Ready
We evaluate data quality, system integrations, and domain library configuration requirements — determining exactly what is needed to make each AIM module reflect your specific operation rather than a generic manufacturing template. We also get your teams ready to successfully own and leverage AI in their daily work environment.
Deliverable
AI Readiness Report
Data assessment, integration architecture, compliance summary, domain library configuration requirements, and team readiness plan.
Phase Four
User Experience Design
Built for the People Who Run Your Operation.
Manufacturing teams must be able to derive benefits from AI agents immediately — without needing retraining to use AI. We design role-specific interfaces that fit naturally with their work environments and tools, so your industrial teams gain the full benefit of agentic AI without a steep learning curve.
Deliverable
Role-Specific UX Playbook
Persona maps, workflow-aligned interface designs, interaction patterns, and onboarding guides for each industrial user role.
Phase Five
Configure and Deploy
We configure domain knowledge libraries to your operation, integrate with your systems, validate against your actual documents and data, and deploy to production. Your operation runs on agentic AI from go-live day.
Deliverable
Production-Ready AIM Deployment
Configured, integrated, validated, and live — with full documentation and a performance baseline your team owns from day one.
Typical Engagement
Starting at Zero Cost.
Free Operations Evaluations
By Week 1
Workflow mapping, productivity opportunity quantification, and a written report. No cost. No obligation.
Book Your Free Operations EvaluationFree Proof of Concept
By Week 4
Configured AIM module on your actual operational data. Real outputs. Real accuracy. No cost. No obligation.
Request a Free POCFull AIM Deployment
By Week 10
All five phases. Domain libraries fully configured. Production-ready agentic AI live in your operation.
Start the ConversationLess Complexity. More Output. Starting with a Free POC.
We map your workflows and show you exactly where AI delivers the highest impact, before seeking your commitment.