​Meet the AI Agents Solving Manufacturing's Biggest Time Drains​

If there's one thing every manufacturer agrees on, it's this: there's never enough time.

Change orders pile up. Training materials need constant updates. Technical documentation sprawls across systems, making it nearly impossible to find the right answer when you need it most.

And while AI has been promised as the solution to these challenges, most enterprise AI tools fall short. They're generic, disconnected from your workflows, and often create more work than they eliminate.

That's why Propel One takes a different approach.

Our Agentforce-powered solution delivers workflow-specific AI agents tailored to the workflows and data unique to engineering, quality, and commercial teams—with more agents being developed all the time. 

These aren't generic chatbots; they're intelligent assistants trained on your product data, designed to deliver relevant actions.

Here are three agents already transforming how product teams work:

Change Expediter: Accelerating Engineering & Quality Decisions​

For Engineering, Quality, & Product Teams

Change orders are critical, but they're also time-consuming. Between analyzing impact, flagging dependencies, coordinating approvals, and documenting decisions, a single change can take weeks to move through your system.

The ​Change Expediter​ automates the heavy lifting. It analyzes affected items, surfaces downstream impacts, and provides actionable recommendations, all while keeping humans in the decision loop. Instead of manually combing through documentation and BOMs, your team gets a holistic picture of what's at stake and can take action faster.

‍The result:
Faster product iteration without compliance risk. Teams report cutting change cycles significantly, enabling them to respond to market demands and quality issues with the agility modern manufacturing requires.

Quiz Generator: Compliance Training in 30 Seconds​

For Quality, Training, & Compliance Teams

If you've ever spent hours manually creating compliance quizzes from product manuals, SOPs, or work instructions, you know the pain. Every product release, every process update, every regulatory change requires new training materials, and creating them is a massive drain on your quality team's time.

The ​Quiz Generator​ solves this common pain point for regulated manufacturers. Simply point it at your documentation, and it transforms technical content into compliance-ready quizzes in 30 seconds. The AI understands your documentation, automatically generates questions and answers following your standards, and lets you refine the results in natural language.

‍The impact:
Your quality team reclaims hours every week. Training stays current with your latest product releases. And compliance becomes less of a burden and more of a competitive advantage.

Document Interrogator: Your AI Research Assistant​

For Sales, Service, Engineering, Regulatory, & more

How much time do your field service teams, sales reps, and engineers waste hunting through technical documentation? Whether it's a customer call, a service ticket, or a design review, finding the right information quickly can mean the difference between closing a deal and losing a customer.

The ​Document Interrogator​ acts as an AI research assistant that instantly surfaces answers from your technical documentation, while respecting user permissions and keeping your intellectual property secure. Instead of spending 30 minutes searching through PDFs and product specs, your teams get accurate answers in seconds.

Perfect for:
Field service teams who need product information fast, customer-facing reps responding to technical questions, and engineers making design decisions. All while ensuring your data never gets loaded into public LLMs.

Why Propel One Works Differently​

Unlike AI solutions that require complex integrations or bolt onto legacy systems, Propel One is natively built on Salesforce Agentforce and deeply embedded within your PLM, QMS, and PIM workflows. This means:

• No data silos:​ Your AI has access to the complete product thread from concept to customer
• Built-in security:​ Enterprise-grade protection ensures your IP stays yours
• Easy adoption:​ Teams can start using agents in their existing workflows, no training required
• Humans stay in control:​ AI augments your team's expertise; it never makes decisions without oversight

Practical AI for Real Manufacturing Work

Most AI hype focuses on what's possible in the future. Propel One delivers results today.

These three agents—Change Expediter, Quiz Generator, and Document Interrogator—are already helping manufacturers accelerate product development, reduce compliance burdens, and unlock the knowledge trapped in their documentation.

Ready to see how Propel One can transform your workflows? Explore Propel One.