AiCE Services

Ai Services to Support Enterprise-Wide Transformation

DVIRC’s new AI Center of Excellence (CoE) is here to make sure small and mid-sized manufacturers don’t just keep up with AI. They lead manufacturing forward.

Backed by America’s AI Action Plan and aligned with the NIST AI Risk Management Framework, the CoE gives manufacturers a structured, workforce-first path to AI adoption. It starts with practical training on tools your team can use today and builds toward enterprise-wide transformation.

Consulting & Implementation

Hands-on support to launch real AI projects.

Our consulting and implementation services provide small and mid-sized manufacturers with a structured, end-to-end pathway for adopting artificial intelligence. Guided by the CoE’s 5-Level AI Adoption Path, we help organizations move from foundational readiness to fully integrated, enterprise-scale solutions. Our team works alongside your workforce to identify high-value opportunities, pilot practical solutions, and scale them with confidence—ensuring every step is risk-managed, compliant, and sustainable.

  • Conduct comprehensive AI readiness assessments and roadmap development
  • Identify and prioritize high-value AI use cases tailored to your operations
  • Launch and manage pilot projects that demonstrate business impact
  • Design and deploy scalable data architectures and pipelines
  • Integrate AI solutions with existing ERP, MES, and other core systems
  • Establish governance frameworks aligned with NIST AI RMF and industry standards
  • Provide continuous support to sustain and scale AI capabilities

AI Innovation & Networking Groups

Monthly meetings for participants to learn from experts and peers.

Our AI Innovation & Networking Groups create a collaborative space where small and mid-sized manufacturers can learn, share, and accelerate AI adoption together. Through monthly meetings, participants gain access to expert-led discussions, peer case studies, and emerging best practices. These groups build a trusted community that helps manufacturers stay ahead of the curve while reducing risk through shared experience.

  • Participate in monthly expert-led sessions on AI applications in manufacturing
  • Learn directly from peer success stories and real-world pilot results
  • Access curated insights on emerging tools, technologies, and regulations
  • Join a trusted community to exchange challenges, ideas, and lessons learned
  • Build internal champions through exposure to practical, role-based knowledge
  • Explore collaboration opportunities with industry partners and solution providers

Advanced Technology Showcase

A virtual or physical, interactive lab featuring “Solution Pods” that use integrated technology to solve specific manufacturing problems.

The Advanced Technology Showcase is an interactive lab—available virtually or in person—designed to demonstrate AI’s practical impact on manufacturing. Featuring dedicated “Solution Pods,” the showcase allows participants to see integrated technologies solving real-world problems, from predictive maintenance to quality control. This hands-on environment helps manufacturers evaluate solutions, build confidence, and accelerate adoption.

  • Explore interactive “Solution Pods” tailored to specific manufacturing challenges
  • Experience live demonstrations of AI-enabled tools and applications
  • Evaluate integrated solutions in a risk-free learning environment
  • Gain insights into proven use cases for productivity and efficiency gains
  • Connect with technology partners offering scalable, off-the-shelf options
  • Support workforce engagement through hands-on exploration of new tools
  • Accelerate decision-making with clear examples of ROI and impact
Success Stories

See how small and mid‑sized manufacturers are using AiCE to unlock efficiency, drive innovation, and accelerate AI adoption.

Education & Training

Curriculum of role-based, practical training to address the workforce talent gap.

Our Education & Training services close the workforce talent gap by equipping employees with the skills and confidence to use AI in daily operations. Through role-based, hands-on learning, we make AI approachable and practical for all levels of the organization—from frontline staff to executives. Training is designed to build literacy, foster adoption, and create a culture of continuous improvement that sustains long-term transformation.

  • Deliver AI literacy programs tailored to different roles and skill levels
  • Provide hands-on labs and guided exercises using real manufacturing data
  • Offer train-the-trainer resources to build internal expertise and scalability
  • Host condensed “Lunch & Learn” sessions for accessible, informal learning
  • Develop specialized tracks for leadership, technical staff, and operators
  • Support compliance with practical guidance on secure and ethical AI use
  • Foster a culture of continuous learning and adoption across the organization

AI-Powered Market Intelligence

A research service performing analysis for clients in areas such as customer prospecting, supplier scouting, and grant funding identification.

Our Market Intelligence service leverages AI to deliver actionable insights that strengthen competitiveness and growth. By analyzing large volumes of data, we help manufacturers identify new customers, evaluate suppliers, and uncover funding opportunities. These services provide timely intelligence without the burden of manual research, empowering teams to make smarter, faster business decisions.

  • Use AI-driven prospecting to identify and qualify potential customers
  • Scout and evaluate suppliers with data-backed performance insights
  • Monitor market trends to anticipate shifts in demand and competition
  • Identify and track grant funding opportunities for technology investments
  • Generate custom research tailored to your industry and strategic goals
  • Reduce research time and costs with automated intelligence gathering
  • Deliver clear, actionable reports that support executive decision-making