--- title: Smarter PQ Search with AI description: Enhance power quality investigations with AI-powered search, improving document retrieval, diagnostic workflows, and utility response times in PQCanvass. image: https://library.powermonitors.com/hubfs/White_Papers/White%20Paper%20Header%20Images/Smarter%20PQ%20Search%20with%20AI.png --- [![PMI\_Logo\_White\_Slogan](https://library.powermonitors.com/hs-fs/hubfs/Branding%20-%20Logos%20and%20Designs/PMI_Logo_White_Slogan.png?width=655&height=175&name=PMI_Logo_White_Slogan.png "PMI_Logo_White_Slogan")](https://powermonitors.com) [![PMI Logo: Tools you Need. People you Trust.](https://library.powermonitors.com/hubfs/PMI_Website/logo.svg "PMI Logo: Tools you Need. People you Trust.")](http://powermonitors.com) [![PMI Logo: Tools you Need. People you Trust.](https://library.powermonitors.com/hubfs/PMI_Website/logo.svg "PMI Logo: Tools you Need. 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This white paper introduces AI-powered semantic search in [PQCanvass](http://powermonitors.com/product/pq-canvass-access), using vector embedding technology to surface relevant documents—even when traditional keywords fall short. Learn how natural language processing (NLP) streamlines document retrieval, improves diagnostic workflows and integrates with the upcoming PQ Assistant tool. Inside PQCanvass, the Help Center accepts natural-language queries and returns three relevant papers to view or download—even when you don’t know the exact term. The paper shares query tips (add technical context, write complete sentences, include situational details) and previews a PQ Assistant that links waveform views to contextual documents. **Key topics include:** \- How vector embeddings transform technical search \- Best practices for crafting effective queries \- Bridging field observations with engineering standards \- Real-world case studies using semantic search \- PQ Assistant integration for waveform-based document retrieval **Why utilities should care:** Miscommunication between field data and technical documentation delays resolution and increases truck rolls. With AI-enhanced search, utility engineers can quickly connect symptoms in the field to the right technical standards and recommended practices—reducing investigation time, improving response accuracy, and accelerating root cause analysis. AI-enhanced search shortens the path from field symptoms to the right standard or troubleshooting guide. In tests, phrasing like “residents reporting eye strain around lights” retrieved the flicker-standards paper despite no exact term overlap—bridging customer language with IEEE guidance. Results arrive in PQCanvass with titles and downloads; iterative refinement encourages better queries. Paired with the forthcoming PQ Assistant, engineers will be able to pivot from waveform views to relevant documents within the same workflow, significantly reducing handoffs, truck rolls, and time-to-diagnosis while improving consistency across teams. It also centralizes tribal knowledge, preserving lessons learned and standardizing responses across districts, shifts, and third-party contractors for faster resolutions. You may also enjoy...   - - - - ## Speakers ### [Alvin Rogers](https://library.powermonitors.com/smarter-pq-search-with-ai#inline-content-1speakers)[Follow me on LinkedIn](https://www.linkedin.com/apex-alvinrogers) Director of Sales Omnicorp Alvin Rogers Director of Sales Omnicorp About Alvin Rogers Alvin Rogers is a highly accomplished and sought-after speaker, renowned for their expertise and captivating stage presence. With a diverse background in \[relevant field or industry\], they bring a wealth of knowledge and experience to every speaking engagement. Their dynamic and engaging style seamlessly combines powerful storytelling with actionable insights, leaving audiences inspired and equipped with practical strategies for success. Alvin has delivered impactful keynote addresses at prestigious conferences and corporate events worldwide, consistently receiving rave reviews for their ability to connect with and energize audiences. Whether addressing topics such as \[specific areas of expertise\], leadership, or innovation, Alvin is dedicated to empowering individuals and organizations to reach their full potential. [LinkedIn](https://www.linkedin.com/apex-alvinrogers) [Facebook](https://www.facebook.com/apex-alvinrogers) [Instagram](https://www.instagram.com/apex-alvinrogers) [Twitter](https://www.twitter.com/apex-alvinrogers) ### [Lisa Smith](https://library.powermonitors.com/smarter-pq-search-with-ai#inline-content-2speakers)[Follow me on LinkedIn](https://www.linkedin.com/apex-lisasmith) Creative Director Megacorp Lisa Smith Creative Director Megacorp About Lisa Smith Lisa Smith is a highly accomplished and sought-after speaker, renowned for their expertise and captivating stage presence. With a diverse background in \[relevant field or industry\], they bring a wealth of knowledge and experience to every speaking engagement. Their dynamic and engaging style seamlessly combines powerful storytelling with actionable insights, leaving audiences inspired and equipped with practical strategies for success. Lisa has delivered impactful keynote addresses at prestigious conferences and corporate events worldwide, consistently receiving rave reviews for their ability to connect with and energize audiences. Whether addressing topics such as \[specific areas of expertise\], leadership, or innovation, Lisa is dedicated to empowering individuals and organizations to reach their full potential. [LinkedIn](https://www.linkedin.com/apex-lisasmith) [Facebook](https://www.facebook.com/apex-lisasmith) [Instagram](https://www.instagram.com/apex-lisasmith) [Twitter](https://www.twitter.com/apex-lisasmith) ### [James McGiven](https://library.powermonitors.com/smarter-pq-search-with-ai#inline-content-3speakers)[Follow me on LinkedIn](https://www.linkedin.com/apex-jamesmcgiven) President Minicorp James McGiven President Minicorp About James McGiven James McGiven is a highly accomplished and sought-after speaker, renowned for their expertise and captivating stage presence. With a diverse background in \[relevant field or industry\], they bring a wealth of knowledge and experience to every speaking engagement. Their dynamic and engaging style seamlessly combines powerful storytelling with actionable insights, leaving audiences inspired and equipped with practical strategies for success. James has delivered impactful keynote addresses at prestigious conferences and corporate events worldwide, consistently receiving rave reviews for their ability to connect with and energize audiences. Whether addressing topics such as \[specific areas of expertise\], leadership, or innovation, James is dedicated to empowering individuals and organizations to reach their full potential. [LinkedIn](https://www.linkedin.com/apex-jamesmcgiven) [Facebook](https://www.facebook.com/apex-jamesmcgiven) [Instagram](https://www.instagram.com/apex-jamesmcgiven) [Twitter](https://www.twitter.com/apex-jamesmcgiven) Power Monitors, Inc. is an industry-leading product design and manufacturing firm based in Mt. Crawford, Virginia. PMI strives to solve power quality problems by listening to our customers and working with them to design and manufacture products. Total customer satisfaction is the primary goal of all PMI staff. 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