--- title: AI Should Make Work Faster — So I Built a Demo to Show How description: Sample application using AI to generate documentation image: https://www.tebaulttechnologygroup.com/hubfs/resized_PRD_demo-1.png --- # AI Should Make Work Faster — So I Built a Demo to Show How 22 Feb 2026 [Mark Tebault](https://www.tebaulttechnologygroup.com/blog/author/mark-tebault) ![](https://www.tebaulttechnologygroup.com/hubfs/resized_PRD_demo-1.png)   **AI Should Make Work Faster — So I Built a Demo to Show How** AI is dominating headlines, yet many people still aren’t sure *what it actually does* or *how it can make their work easier*. So I built a simple demo application to show—very concretely—how AI can automate slow, manual workflows and enable teams to move faster with more consistency. **The Scenario** If you’re a Product Manager, you’re constantly transforming raw ideas into structured Product Requirements Documents (PRDs) that downstream teams can use to build, test, and ship new features. **The Problem** Creating PRDs is time‑consuming and often inconsistent. Without strong governance, documentation quality varies across teams, leading to: These issues ripple through design, development, QA, and deployment. --- **The Solution** The **Product Document Generator** automates PRD creation by taking four simple inputs: The AI then produces a clean, structured Product Document that includes: Work that typically takes hours can be completed in seconds—and with consistent formatting every time. --- **Why This Matters for Real Business Workflows** This is just one example. The same pattern can be applied to *any* workflow. Imagine automating your entire project intake process: Or imagine a law firm where AI: The possibilities extend to every industry where repeatable processes, documentation, or decision‑support are required. --- **Try the Demo** I created this demo to show organizations how AI can help increase capacity—especially those facing hiring freezes or resource constraints. [**Click here to access the demo.**](https://prd.tebaulttechnologygroup.com/) Remember to check your junk-mail if you don't see the authentication code! Support I built this quickly and handled QA myself, so if you spot a bug, feel free to email me at: [**support@tebaulttechnologygroup.com**](mailto:support@tebaulttechnologygroup.com) **Let’s Talk About What’s Possible** If you’d like to explore how AI can create operational capacity inside your organization, I offer a free consultation.   ![Schedule Free Consultation](https://no-cache.hubspot.com/cta/default/23142079/interactive-204849015060.png) --- ## For the technical folks #### Architecture Operating Cost: Estimated monthly cost: <$10 for hundreds of generations Frontend: - React 18.3 with TypeScript - Material-UI 6.3  - AWS Amplify UI React  - Vite (Build tool) Backend: - AWS Amplify Gen2 - AWS Lambda (Bedrock integration) - Amazon DynamoDB (Data storage) - AWS Cognito (User auth) - AWS AppSync (GraphQL API) AI/ML: - AWS Bedrock - Anthropic Claude 3 Haiku (cost efficient ~$0.004 per generation) **GitHub:** [https://github.com/TebaultTechnologyGroup/requirements-agent](https://github.com/TebaultTechnologyGroup/requirements-agent)   ### Share: [Share on Facebook](http://www.facebook.com/share.php?u=https://www.tebaulttechnologygroup.com/blog/ai-should-make-work-faster&utm_medium=social&utm_source=facebook) [Share on LinkedIn](http://www.linkedin.com/shareArticle?mini=true&url=https://www.tebaulttechnologygroup.com/blog/ai-should-make-work-faster&utm_medium=social&utm_source=linkedin) [Share on X](https://twitter.com/intent/tweet?original_referer=https://www.tebaulttechnologygroup.com/blog/ai-should-make-work-faster&utm_medium=social&utm_source=twitter&url=https://www.tebaulttechnologygroup.com/blog/ai-should-make-work-faster&utm_medium=social&utm_source=twitter&source=tweetbutton&text=AI%20Should%20Make%20Work%20Faster%20—%20So%20I%20Built%20a%20Demo%20to%20Show%20How) [Consulting Services](https://www.tebaulttechnologygroup.com/blog/tag/consulting-services) ## Mark Tebault Mark Tebault is an accomplished leader specializing in process optimization through AI adoption and digital and business transformation. With a proven track record of driving revenue growth and operational excellence , Mark excels at leveraging technology—including AI-powered process automation—to centralize data, improve workflow efficiency, and enable real-time strategic decision-making. Mark's expertise spans strategic planning, KPI management, and elevating the customer journey, making him an ideal partner for businesses seeking to achieve transformative growth and enhanced operational efficiency. [mark.tebault@tebaulttechnologygroup.com](mailto:mark.tebault@tebaulttechnologygroup.com) [Follow me on my website](https://www.tebaulttechnologygroup.com) [Follow me on LinkedIn](https://www.linkedin.com/in/mark-tebault/) ## Comments ## Related posts Search [Why “Free” Business Advice Is Getting More Expensive](https://www.tebaulttechnologygroup.com/blog/why-free-business-advice-is-expensive) [Meet Virtual Mark](https://www.tebaulttechnologygroup.com/blog/meet-virtual-mark) Search ```json { "@context" : "https://schema.org", "@type" : "BlogPosting", "author" : { "@type" : "Person", "name" : "Mark Tebault", "url" : "https://www.tebaulttechnologygroup.com/blog/author/mark-tebault" }, "dateModified" : "2026-02-22T03:50:04.248Z", "datePublished" : "2026-02-22T03:50:04.000Z", "headline" : "AI Should Make Work Faster — So I Built a Demo to Show How", "image" : [ "https://www.tebaulttechnologygroup.com/hubfs/resized_PRD_demo-1.png" ], "mainEntityOfPage" : { "@id" : "https://www.tebaulttechnologygroup.com/blog/ai-should-make-work-faster", "@type" : "WebPage" }, "publisher" : { "@type" : "Organization", "logo" : { "@type" : "ImageObject", "url" : "https://www.tebaulttechnologygroup.com/hubfs/logo_200.png" }, "name" : "Tebault Technology Group LLC" } } ```