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Deploy Ascendo AI’s L4 System of Agents to transform unstructured data into asset intelligence. Reduce escalations by 70%, achieve 6x ROI, and empower field teams with predictive diagnostics, automation, and real-time operational context. Product Integrations Resources Blog AI-Human Collaboration AI Teammates AI in Healthcare Automated Self-Service Enterprise Support Customer Support Experience Field Service Management Knowledge Agent Tech Updates Customer Self-Service Customer Support Team Spares Planning Agentic AI Knowledge Centered Services Ascendo PredictGPT Multilingual AI Support Chatbot vs AI Bot Time To Resolution Your Service Co-Pilot Ascendo Predictions Logistics AI Agents Customer-Centric Organization Medical Device Innovation Enterprise Knowledge Management Customer Support Software Enterprise Knowledge Management Multilingual AI Generative AI CRM Copilot SOC 2 Compliance Customer Service Index Knowledge Intelligence Multilingual AI Support Sentiment Analysis Customer Support Service Voice of the Customer Technical Support Field Service AI Generative Service CRM LLM Intelligent Automation All Posts Ascendo Integration Medical Devices Field Service AI-Human Collaboration AI Teammates AI in Healthcare Automated Self-Service Enterprise Support Customer Support Experience Field Service Management Knowledge Agent Tech Updates Customer Self-Service Customer Support Team Spares Planning Agentic AI Knowledge Centered Services Ascendo PredictGPT Multilingual AI Support Chatbot vs AI Bot Time To Resolution Your Service Co-Pilot Ascendo Predictions Logistics AI Agents Customer-Centric Organization Medical Device Innovation Enterprise Knowledge Management Customer Support Software Enterprise Knowledge Management Multilingual AI Generative AI CRM Copilot SOC 2 Compliance Customer Service Index Knowledge Intelligence Multilingual AI Support Sentiment Analysis Customer Support Service Voice of the Customer Technical Support Field Service AI Generative Service CRM LLM Intelligent Automation All Posts Ascendo Integration Medical Devices Field Service Standards About us Menu Close Help I Am Ready Generic AI Reads the Manual. Asset Intelligence Predicts the Fix. When VPs of Service try to use standard Generative AI or NLP triage tools, they hit a wall. Generic LLMs suffer from a "Context Void." If your AI doesn't understand the physical asset's lifecycle, it cannot execute the repair. THE MANUAL (GENERIC AI) "Fault code detected. Replace Part X." The Context Void: A standard triage tool stops here. It summarizes the PDF manual. It does not know the asset's history, the site's environmental conditions, or the physical reality of the machine. It is a hollow promise. View Agent Architecture SARAH (HUMAN JUDGEMENT) "Wait. In high humidity, flush the system first, or Part X will fail again in two weeks." The Ascendo Advantage: Your best technician reads the situation. Ascendo's Inference Engine captures Sarah's exact operational judgment and scales it globally to every technician. Total Context. The 360° Asset Graph. Ascendo does not replace your systems of record; it orchestrates them. We map the physical reality of your teams across four distinct pillars. 1 Asset Lifecycle Context Intelligence mapping from installation and preventive maintenance to predictive failure and supersession. 2 Enterprise Context Seamless integration with SAP, ServiceMax, ServiceNow, Nuvolo, and Salesforce to understand specific SLAs and site histories instantly. 3 Human Interaction Context Adaptive intelligence that knows whether it is guiding a Level 1 BMET or a Level 3 OEM specialist. 4 System of Engagement Omnichannel ingestion. The system understands and responds across text, voice, live chat, or IoT machine logs. Loved by Users. Recognized for delivering measurable results, high satisfaction, and consistent performance by real users. "Blown away! We were up and running in an hour! ... Ascendo AI agents had the capability to pull data from within SAP and outside. We were able to set up the initial deployment in less than an hour and start using Ascendo Agents." Chuck Kellen Associate Director of Continuous Improvement, EDF L4 Agents: No Data Cleaning We don't replace your system of record; we make it proactive. Deploy our L4 System of Agents directly on top of your existing CRM, ERP, PLM, ServiceBOM and CMMS in days, not years. INTEGRATION REALITY SERVICE NOW SALESFORCE/SERVICEMAX SAP FSM EAM/CMMS (NUVOLO,MAXIMO) Speed to Value 2-4 Week Deployment Native App Ready SAP Store Certified Custom API & Connectors Dark Data Ingestion Ingests raw PDFs & Logs No manual cleaning needed Context Graph Generation Captures unstructured notes Physical AI Digital Organism To move past basic task automation, your operations need an anatomy designed for physical execution. 1 MEMORY Ingests unstructured "Dark Data" (PDF manuals, raw logs, technician notes) without requiring manual data cleaning to build the Context Graph. 2 BRAIN Moves beyond basic keyword search to reasoning. The Inference Engine predicts root causes and orchestrates fixes based on operational physics 3 NERVOUS SYSTEM Features 100+ integrations seamlessly connecting the Brain to your existing ERP, CMMS, CRM, and IoT edge devices. 4 HANDS Empowers execution. The human technician remains the pilot in command; the AI acts as the high-speed navigation. 4 LEGS Built on strict Role-Based Access Control (RBAC) and Privacy Agents to ensure robust governance and HIPAA/SOC 2 compliance. Built to Integrate with Your Ecosystem Ascendo connects effortlessly with your existing ERP, CRM, and service platforms to deliver end-to-end intelligence. ServiceNow Integration Streamline workflows and automate service operations with seamless ServiceNow connectivity. SAP Integration Connect with SAP systems to unify enterprise data, workflows, and asset intelligence. Zendesk Integration Enhance customer support with AI-driven insights and intelligent ticket resolution. Confluence Integration Transform knowledge into actionable intelligence with seamless documentation integration. Stop Task Automation. Deploy a Digital Workforce. You cannot process Asset Intelligence with a single chatbot. It requires a coordinated System of Agents executing autonomously. Accumulated industry wisdom plus irreplaceable judgment equals The Ultimate Wisdom Engine. Best Agentic AI Platform 2025 #1 Users Likely to Recommend AI Agents for Smarter Field Service & Operations Ascendo.ai deploys a true L4 System of Agents engineered for Heavy Industry. We close the Execution Gap by turning unstructured "Dark Data" into Operational intelligence. See Asset Intelligence in Action 16 L4 Agents automating 1,800 Workflows. Ascendo deploys an autonomous mesh of 16 specialized agents working together out-of-the-box to protect your service margins and make exponential improvement to Operational Excellence. Resolution Agent Multi-modal, Multi-lingual search or conversation to diagnose and repair. Knowledge Intelligence Agent Generate Complex technical documentation, MOP, SOP. Cognitive Routing Agent Routes the exact right technician based on skills, availability, and cost. Escalation Agent Address issues before escalation including sentiment. Smart Backlog Agent Reduce backlog with a few clicks and make customers happy. Privacy Filter Agent Obfuscate data to protect privacy before any AI consumption. Smart Inbox Agent Automated Inbox for Omni-Channel communication. Training Quality Agent AI shares the Top Technician for a given problem and shares on-demand training and guides quality. Cognitive Spares Agent Identify shortage, surplus and reorder points based on failure patterns to make spares planning proactive. Entitlement Agent Connect all the data sources for instant verification. Auto Root Cause Agent Understand root cause of issues in real-time to improve Operations. Top Drivers Agent Identify the top issues that drive your support team. Warranty Agent AI Warranty management that drives accuracy, compliance and customer confidence. RMA Agent Automation to streamline returns, reduce processing time and enhance service. Smart Contracts Agent Create service contracts and analyze them with AI. Log Analysis Agent Trends and patterns from logs to predict Failure Risk. Learn More Protect Your Service Margins. The Math Behind Asset Intelligence. Every time a Level 1 technician escalates a ticket because they are trapped in the "Context Void," your service margins bleed. Ascendo turns your L1 technicians into L3 experts. THE BLEED $450 Average Tier 3 Escalation Cost THE FIX 70% Reduction in Escalations Via Resolution & Escalation Agents THE RESULT 6x ROI in Year 1 for each agent; 6 weeks breakeven "You aren't just buying software; you are eliminating the massive hidden costs of 'No Fault Found' returns, repeat truck rolls, and unnecessary Tier 3 expert dispatches." Proven Scale. Global Execution. Ascendo is not an experiment. It is the trusted Asset Intelligence engine powering critical infrastructure support across the globe. 1.59 Average Accuracy High-precision predictions across complex scenarios. 161 Languages Supported Supporting teams across 161 global languages. 10M+ New Knowledge Created Turning data into millions of actionable insights. 10,134 Products Supported Scalable intelligence across thousands of products. Built for the Frontline. Validated by Leaders. Don't just take our word for it. Ascendo is rated #1 Likely to Recommended by Users. Our SAP AI-driven FSM solution, alongside partner offering Ascendo AI, is well-equipped for finding reliable solutions using existing data in SAP and other knowledge content. Viktor Kehayov VP, Product Engineering SAP FSM Ascendo AI is extremely easy to add new products. We like the design and the easy of use in terms of getting the solutions to customer reported problems. Ascendo ai is helping to support Field engineers doing field and remote support. This is a very useful tool to support new hired field engineer less experience than the others. Cedric Prevost Service Delivery and Infrastructure Leader Ascendo AI has transformed the battleground of technical support, turning what was once a two-week reactive struggle into a one-day proactive plan, ensuring the right solutions (activity and part) are in place before they're needed. Matt Mitchell Technical Support Principal Engineer Read all User Reviews 🏆 #1 Amazon New Release in Automation We didn't just build the platform. We wrote the playbook on Physical AI. The "Wait and See" era is over. Authored by Ascendo AI Founder and CEO Karpagam Narayanan, Beyond Break-Fix is the definitive service leader's blueprint for navigating the Human Capital Cliff. Learn the exact frameworks to digitize fading tribal knowledge, close the Execution Gap, and transition your operations from a reactive "break-fix" mentality to a highly capable L4 System of Agents. Order on Amazon Learn why we are #1 One Platform. Engineered for the Physical World. Don't just take our word for it. Ascendo is rated #1 Likely to Recommended by Users. MedTech & Medical Devices Energy & Utilities Water & Wastewater Oil & Gas Telecom Transportation & Logistics Industrial Manufacturing Data Centers & Digital Infra Chemical & HazMat Commercial Food & Cold Chain Smart Facilities & Building Heavy Construction Robotics and Defense Automotive & Mobility Frequently Asked Questions by Service Leaders We tried Generative AI, but it wasn't accurate enough for physical repairs. How is this different? Generic Generative AI is built for content creation—it simply reads the manual and summarizes search results. But in complex field service, your best technicians don't just read the manual; they read the situation. Ascendo.ai (http://Ascendo.ai)deploys Agentic AI (Physical AI). Instead of just answering questions, it utilizes an Inference Engine (the "Brain") to predict root causes and orchestrate multi-step troubleshooting workflows. We don't build chatbots; we build a highly capable Digital Coworker. Our historical data is a mess of unstructured PDFs and disjointed logs. Do we need to clean our data before deploying? No. The instinct to "clean data first" traps service organizations in endless IT projects. Ascendo’s "Memory" layer is specifically designed to ingest unstructured "Dark Data"—including heavy PDF manuals, messy service histories, and technician notes. We digitize and map this unstructured chaos into a precise Context Graph, turning your messy history into an immediate operational asset. My most experienced technicians are retiring soon. How does this capture their "tribal knowledge"? We solve the "Human Capital Cliff" through our Ultimate Wisdom Engine. Ascendo operates as a flywheel: when your top technician (Sarah) makes a specific, real-world adjustment that isn't in the OEM manual, the system instantly learns her judgment. This local expertise feeds back into the baseline domain knowledge for your entire fleet. You stop losing expertise to retirement and start building a permanent factory of accumulated industry wisdom. Are you trying to replace my field service engineers and BMETs? Absolutely not. There are three things AI cannot handle: Empathy, Novelty, and Governance. Our mission is to eradicate frontline burnout, not jobs. Ascendo empowers the "Human-in-Command." The AI acts as the high-speed navigation, but your technician remains the pilot. By removing the administrative burden of searching for parts, logs, and codes, we elevate your technicians from glorified data-entry operators to Critical Thinking Architects. In MedTech and heavy industry, privacy is non-negotiable. Is our patient and proprietary data secure? In critical infrastructure, AI cannot run wild. Ascendo is built on the "Legs" of strict governance. Our platform includes an inherent Privacy Agent that automatically obfuscates sensitive entities (like Patient Names, IP Addresses, and Phone Numbers) before any AI consumption occurs. Combined with strict Role-Based Access Control (RBAC), we ensure that your deployments remain fully compliant with HIPAA, FDA, and Joint Commission standards. No badge, no access. We already use a major CMMS/ERP (like SAP or Salesforce). Is this a rip-and-replace? No. Ascendo acts as the "Nervous System" that overlays your existing infrastructure. We seamlessly integrate with your current ERP, CMMS, and IoT systems. Instead of replacing your systems of record, our System of Agents orchestrates the workflows between them—connecting dispatch, quoting, inventory, and diagnostics into one fluid motion for the technician. What is the difference between an L1 AI tool and your L4 System of Agents? L1 and L2 AI tools are basic task automation—like using a saved prompt to extract information from a transcript. It is just a faster manual process; a linear "Canal." Ascendo deploys an L4 System of Agents—an electrified "Railway." This is a collaborative mesh where your Knowledge Agent, Privacy Agent, and Dispatch Agent actively negotiate outcomes and execute complex business processes together, without requiring the technician to manually stitch the outputs together. What is the ROI impact on First-Time Fix Rate (FTFR)? ROI of Ascendo is instant Escalation Prevention. By putting the accumulated wisdom of your Level 4 experts into the pockets of your Level 1 and Level 2 technicians, you empower junior staff to resolve complex faults on the first visit. This drastically reduces the need to dispatch expensive senior technicians or rely on costly OEM service contracts. My technicians suffer from change fatigue. How do we ensure they actually adopt this? Technicians reject software that acts like a ledger demanding manual data entry. They adopt software that instantly solves their problems. Because Ascendo drastically reduces "Search vs. Wrench Time," technicians immediately see it as a digital coworker that has their back, rather than an administrative burden imposed by management. When the AI helps them fix the machine and get home on time, adoption becomes organic. Foundational AI models are changing every month. How do we avoid getting locked into outdated technology? Models and compute are fast becoming commodities. The only lasting competitive advantage is operational judgment. Ascendo’s architecture separates the commoditized LLM layer from your proprietary Knowledge Layer. We secure your base domain skills and irreplaceable customer judgment into a proprietary Context Graph. As underlying models evolve, your accumulated wisdom remains secure, scalable, and wholly yours. Deploy Your L4 System Today. 16 Agents. 1,800 Workflows. 100+ Integrations. Protect your service margins. See Asset In Action Help! I am Ready Physical AI agents for Critical Infrastructure Ascendo.ai deploys a true L4 System of Agents engineered for Heavy Industry. We close the Execution Gap by turning unstructured "Dark Data" into Operational intelligence, driving up First-Time Fix Rates (FTFR) and preventing costly service escalations. See Asset Intelligence in Action ★ Best Agentic AI Platform 2025 ★ #1 Users Likely to Recommend POWERING CRITICAL INFRASTRUCTURE TEAMS Generic AI Reads the Manual. Asset Intelligence Predicts the Fix. When VPs of Service try to use standard Generative AI or NLP triage tools, they hit a wall. Generic LLMs suffer from a "Context Void." If your AI doesn't understand the physical asset's lifecycle, it cannot execute the repair. SARAH (HUMAN JUDGMENT) "Wait. In high humidity, flush the system first, or Part X will fail again in two weeks." The Ascendo Advantage: Your best technician reads the situation. Ascendo's Inference Engine captures Sarah's exact operational judgment and scales it globally to every technician. THE MANUAL (GENERIC AI) "Fault code detected. Replace Part X." The Context Void: A standard triage tool stops here. It summarizes the PDF manual. It does not know the asset's history, the site's environmental conditions, or the physical reality of the machine. It is a hollow promise. 1 Asset Lifecycle Context Intelligence mapping from installation and preventive maintenance to predictive failure and supersession. 2 Enterprise Context Seamless integration with SAP, ServiceMax, ServiceNow, Nuvolo, and Salesforce to understand specific SLAs and site histories instantly. 3 Human Interaction Context Adaptive intelligence that knows whether it is guiding a Level 1 BMET or a Level 3 OEM specialist. 4 System of Engagement Omnichannel ingestion. The system understands and responds across text, voice, live chat, or IoT machine logs. Total Context. The 360° Asset Graph. Ascendo does not replace your systems of record; it orchestrates them. We map the physical reality of your teams across four distinct pillars. INTEGRATION REALITY SERVICENOW SALESFORCE / SERVICEMAX SAP FSM EAM/CMMS (NUVOLO, MAXIMO) Speed to Value 2-4 Week Deployment Native App Ready SAP Store Certified Custom API & Connectors Dark Data Ingestion Ingests raw PDFs & Logs No manual cleaning needed Context Graph Generation Captures unstructured notes "Blown away! We were up and running in an hour! ... Ascendo AI agents had the capability to pull data from within SAP and outside. We were able to set up the initial deployment in less than an hour and start using Ascendo Agents." Chuck Kellen Associate Director of Continuous Improvement, EDF L4 Agents: No Data Cleaning We don't replace your system of record; we make it proactive. Deploy our L4 System of Agents directly on top of your existing CRM, ERP, PLM, ServiceBOM and CMMS in days, not years. Physical AI Digital Organism To move past basic task automation, your operations need an anatomy designed for physical execution. 1. MEMORY Ingests unstructured "Dark Data" (PDF manuals, raw logs, technician notes) without requiring manual data cleaning to build the Context Graph. 2. BRAIN Moves beyond basic keyword search to reasoning. The Inference Engine predicts root causes and orchestrates fixes based on operational physics. 3. NERVOUS SYSTEM Features 100+ integrations seamlessly connecting the Brain to your existing ERP, CMMS, CRM, and IoT edge devices. 4. HANDS Empowers execution. The human technician remains the pilot in command; the AI acts as the high-speed navigation. 5. LEGS Built on strict Role- Based Access Control (RBAC) and Privacy Agents to ensure robust governance and HIPAA/SOC 2 compliance. Stop Task Automation. Deploy a Digital Workforce. You cannot process Asset Intelligence with a single chatbot. It requires a coordinated System of Agents executing autonomously. Accumulated industry wisdom plus irreplaceable judgment equals The Ultimate Wisdom Engine. 16 L4 Agents automating 1,800 Workflows. Ascendo deploys an autonomous mesh of 16 specialized agents working together out-of-the-box to protect your service margins and make exponential improvement to Operational Excellence. Log Analysis Agent Trends and patterns from logs to predict Failure Risk. Smart Contracts Agent Create service contracts and analyze them with AI. RMA Agent Automation to streamline returns, reduce processing time and enhance service. Warranty Agent AI Warranty management that drives accuracy, compliance and customer confidence. Top Drivers Agent Identify the top issues that drive your support team. Auto Root Cause Agent Understand root cause of issues in real-time to improve Operations. Entitlement Agent Connect all the data sources for instant verification. Cognitive Spares Agent Identify shortage, surplus and reorder points based on failure patterns to make spares planning proactive. Training and Quality Agent AI shares the Top Technician for a given problem and shares on- demand training and guides quality. Smart Inbox Agent Automated Inbox for Omni- Channel communication. Privacy Filter Agent Obfuscate data to protect privacy before any AI consumption. Smart Backlog Agent Reduce backlog with a few clicks and make customers happy. Escalation Agent Address issues before escalation including sentiment. Cognitive Routing Agent Routes the exact right technician based on skills, availability, and cost. Knowledge Intelligence Agent Generate Complex technical documentation, MOP, SOP. Resolution Agent Multi-modal, Multi-lingual search or conversation to diagnose and repair. "You aren't just buying software; you are eliminating the massive hidden costs of 'No Fault Found' returns, repeat truck rolls, and unnecessary Tier 3 expert dispatches." THE BLEED $450 Average Tier 3 Escalation Cost THE FIX 70% Reduction in Escalations Via Resolution & Escalation Agents THE RESULT 6x ROI in Year 1 for each agent; 6 weeks breakeven Protect Your Service Margins. The Math Behind Asset Intelligence. Every time a Level 1 technician escalates a ticket because they are trapped in the "Context Void," your service margins bleed. Ascendo turns your L1 technicians into L3 experts. Read all G2 Reviews on G2.com "I started using Ascendo software last week, its the best tool we the FE have received in my 20 years. It bridges the gap between the FE and the Remote Support Engineer..." McCollian Patrick Field Service Engineer "Blown away! We were up and running in an hour! ... Ascendo AI agents had the capability to pull data from within SAP and outside. We were able to set up the initial deployment in less than an hour..." Chuck Kellen Associate Director of Continuous Improvement, EDF "Optimized Inventory, Improved SLA. ... We proactively manage and optimize the inventory of 5,000 unique spare parts across 300 depots." Chris Dickerson VP Service Planning and Logistics, NOKIA Built for the Frontline. Validated by Leaders. Don't just take our word for it. Ascendo is rated #1 Likely to Recommended by Users. Proven Scale. Global Execution. Ascendo is not an experiment. It is the trusted Asset Intelligence engine powering critical infrastructure support across the globe. 1.59 Average Accuracy Top two predictions are correct across all usecases and complexity. 161 Languages Supported 10M+ New Knowledge Created 10,134 Products Supported Ascendo AI User Coverage Map Beyond Break-Fix: The Service Leader's Blueprint … 1/1 Sign in to confirm you’re not a bot This helps protect our community. Learn more 🏆 #1 Amazon New Release in Automation We didn't just build the platform. We wrote the playbook on Physical AI. The "Wait and See" era is over. Authored by Ascendo.ai Founder and CEO Karpagam Narayanan, Beyond Break-Fix is the definitive service leader's blueprint for navigating the Human Capital Cliff. Learn the exact frameworks to digitize fading tribal knowledge, close the Execution Gap, and transition your operations from a reactive "break-fix" mentality to a highly capable L4 System of Agents. Order on Amazon Read Chapter 1 For Free One Platform. Engineered for the Physical World. → Heavy Construction → Smart Facilities & Building → Commercial Food & Cold Chain → Chemical & HazMat → Data Centers & Digital Infra → Industrial Manufacturing → Transportation & Logistics → Telecom → Oil & Gas → Water & Wastewater → Energy & Utilities → MedTech & Medical Devices Frequently Asked Questions by Service Leaders We tried Generative AI, but it wasn't accurate enough for physical repairs. How is this different? + Do we need to clean our unstructured "Dark Data" before deploying? + Is our patient and proprietary data secure? + Is this a rip-and-replace for SAP or Salesforce? + What is the ROI impact on First-Time Fix Rate (FTFR)? + Deploy Your L4 System Today. 16 Agents. 1,800 Workflows. 100+ Integrations. Protect your service margins. See Asset Intelligence in Action Order the Blueprint Asset Intelligence The Book G2 Reviews Privacy Policy SOC 2 Compliance © 2026 Ascendo.ai. Engineered for Critical Field Service. Recognized by Industry Leaders POWERING CRITICAL INFRASTRUCTURE TEAMS

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e01b7897-b093-468c-a08d-4d00014f9343 How to Use Ascendo AI in ServiceNow

Speakers: David Leighton, Niharika Srivastav Experience Dialogue How to Attract and Hire Diverse Talent Speakers: David Leighton, Niharika Srivastav April 7, 2022 Previous Item Next Item Whether it is a small or a larger organization, diverse talent or hiring should be important for real growth. Diverse hiring helps to gain a global perspective within the organization. Also, with hiring different age groups, cultures, and genders, we can provide diversity to different clients with different ideologies, social values, and work culture asterisks. Diversity Hiring is one of the factors that reduce the monotony in the business workflow. By doing so make your business more effective and attractive. Diversity helps to develop the organization not only on an international basis but also on an international basis. An overall improvement can be found in quality and efficiency in the organization when people with different experiences and skills come together to accomplish a specific objective. When a group of talented people and a diverse team present their ideas in different ways, then the result is also successful. Start promoting diversity in the workplace! When you get options of different thoughts on the same subject, then the depth of the subject emerges. This will help in increasing the business revenue of your business simultaneously. Top Reasons why Diverse talent is important. 1. To target the global market, a diverse workforce would be your strength. 2. With diverse hiring, get a multilingual task force. 3. It will help to boost business's success. 4. Promote innovative thinking skills in organization through diverse hiring. 5. Get different ideas and think together at a single workplace. In any organization when people with different ideologies, ages, gender, culture, and values work on the same team, it will give rise to a small competition that can motivate the employees to work harder. After all, good and healthy competition has always been the driving force behind the success of the organization. So, the question is- “How to Attract and Hire Diverse Talent?” Here is an Experience dialogue that Ascendo AI is trying to facilitate! Our speakers for the dialogue- David Leighton and Niharika Srivastav engage in an insightful conversation to bring to you their unique take on several topics related to Hire Diverse Talent .

Discover how AI is transforming skilled trades and field service careers. Learn how AI-fluent technicians earn higher wages and move beyond break-fix workflows. What's Inside the Report? The Wage Premium: Why an undeniable pay gap is opening between AI-fluent and non-AI-using technicians. The Career Ladder: The exact steps to transition from a manual "Break-Fix" technician to a highly paid Systems Orchestrator. The Global Surge: Where the billions in infrastructure capital (data centers, grids) are flowing, and how to position yourself for the demand. Better Job Quality: How Physical AI removes trial-and-error, enhances safety, and drives work-life balance. Download the Blueprint THE 40-PAGE INDUSTRY REPORT Stop fearing AI. Start multiplying your career. White-collar roles are facing automation, but the "NEW COLLAR" Physical AI sector is experiencing a historic boom. Discover how field service technicians and skilled tradespeople who master AI-enabled diagnostics are commanding higher wages, achieving faster promotions, and eliminating the miserable "firefighting" from their daily workflows. The Great Divide: The Emerging Wage Gap Labor-market analyses clearly show that roles requiring AI-related skills advertise higher salaries. In the field, an explicit division is opening up. Which group will you fall into? 1 The Non-AI-Using Technician Operates in environments relying on manual diagnostics, paper procedures, and phone-based escalation. They face increasing performance gaps and lower job satisfaction as they struggle to keep up with the complexity of modern machinery. 2 The AI-Exposed Technician Works in organizations that deploy AI superficially. They experience tool friction and distrust, limiting their productivity gains and risking the perception of being less adaptable to modern service standards. 3 The AI-Fluent Technician Routinely leverages AI-powered predictive alerts and documentation. They achieve higher first-time-fix rates, enhanced safety, and are prime candidates for promotion into supervisory roles in mission-critical environments. 1 Entry-Level Technician Possesses basic technical skills and performs supervised work with limited autonomy. Has exposure to digital tools but is not yet responsible for interpreting complex AI insights. 2 AI-Augmented Technician Possesses basic technical skills and performs supervised work with limited autonomy. Has exposure to digital tools but is not yet responsible for interpreting complex AI insights. 3 Senior Systems Tech / Field Engineer Possesses basic technical skills and performs supervised work with limited autonomy. Has exposure to digital tools but is not yet responsible for interpreting complex AI insights. 4 Operations / Asset Architect Possesses basic technical skills and performs supervised work with limited autonomy. Has exposure to digital tools but is not yet responsible for interpreting complex AI insights. The NEW COLLAR Career Ladder AI isn't automating you away; it is pushing you up the value chain. Here is the blueprint for how technical professionals are moving from basic apprenticeships to high-level strategic roles. The Break-Fix Trap (Before AI) Pre-Job Panic : Interpreting sparse tickets; "hunting and pecking" through binders and prior records. High-Stress Diagnostics : Identifying root causes under intense time pressure via manual trial-and-error. Safety Vulnerability : Relying purely on human memory for LOTO procedures and code adherence. Admin Drudgery : Manually typing out work reports across multiple disconnected enterprise systems. The Agentic Workflow (With Physical AI) Predictive Planning : AI triage predicts failure modes and recommends exact parts and skills before the truck rolls. Diagnostic Copilots : AI proposes root-cause hypotheses grounded in live asset telemetry and historical data. Embedded Compliance : Digital procedures and strict "Badge" protocols embed safety directly into the workflow. Zero-Touch Docs : Generative models draft flawless reports from structured fields and photos for quick verification. Task Transformation: Why the Job Gets Better The manual, cognitive friction of traditional service is shifting. AI absorbs the frustrating administrative work, elevating the technician to act as the true "Pilot" of the physical intervention. The Global Infrastructure Surge Major financial institutions are committing hundreds of millions of dollars to skilled-trade training. From hyperscale data centers to energy grids, the demand for Physical AI orchestrators is a global phenomenon. United States A rapid build-out of hyperscale edge data centers and grid projects is colliding with chronic trade shortages, driving immense wage pressure for NEW COLLAR roles. EMEA Emphasizing job quality and safety, European frameworks are formally integrating Physical AI into established professional skill taxonomies and vocational paths. APAC & Australia Rapid urbanization, aggressive digital adoption, and geographically dispersed resource operations heavily rely on remote AI monitoring paired with elite on-site execution. Secure your place in the New Collar economy. Whether you are a technician planning your next career move or an executive designing your workforce strategy, this 40-page report provides the exact blueprint you need. Download the Research Report What's Inside the Report? The Wage Premium: Why an undeniable pay gap is opening between AI-fluent and non-AI-using technicians. The Career Ladder: The exact steps to transition from a manual "Break-Fix" technician to a highly paid Systems Orchestrator. The Global Surge: Where the billions in infrastructure capital (data centers, grids) are flowing, and how to position yourself for the demand. Better Job Quality: How Physical AI removes trial-and-error, enhances safety, and drives work- life balance. Download the Blueprint THE 40-PAGE INDUSTRY REPORT Stop fearing AI. Start multiplying your career. White-collar roles are facing automation, but the "NEW COLLAR" Physical AI sector is experiencing a historic boom. Discover how field service technicians and skilled tradespeople who master AI-enabled diagnostics are commanding higher wages, achieving faster promotions, and eliminating the miserable "firefighting" from their daily workflows. Ascendo.ai Research & Insights Return to Homepage The Great Divide: The Emerging Wage Gap Labor-market analyses clearly show that roles requiring AI-related skills advertise higher salaries. In the field, an explicit division is opening up. Which group will you fall into? 1. The Non-AI-Using Technician Operates in environments relying on manual diagnostics, paper procedures, and phone-based escalation. They face increasing performance gaps and lower job satisfaction as they struggle to keep up with the complexity of modern machinery. 2. The AI-Exposed Technician Works in organizations that deploy AI superficially. They experience tool friction and distrust, limiting their productivity gains and risking the perception of being less adaptable to modern service standards. 3. The AI-Fluent Technician Routinely leverages AI-powered predictive alerts and documentation. They achieve higher first-time-fix rates, enhanced safety, and are prime candidates for promotion into supervisory roles in mission-critical environments. The NEW COLLAR Career Ladder AI isn't automating you away; it is pushing you up the value chain. Here is the blueprint for how technical professionals are moving from basic apprenticeships to high-level strategic roles. 1 Entry-Level Technician Possesses basic technical skills and performs supervised work with limited autonomy. Has exposure to digital tools but is not yet responsible for interpreting complex AI insights. 2 AI-Augmented Technician Comfortable using diagnostic apps, predictive maintenance dashboards, and AR guidance. Trusted to execute tasks based on AI-ranked priorities and feeds back real-world observations to improve the models. 3 Senior Systems Tech / Field Engineer Possesses deep system-level understanding. Co-designs and tunes AI-enabled workflows, acting as the critical bridge between engineering and IT. Mentors junior staff in both physical craft and digital tools. 4 Operations / Asset Architect Oversees entire portfolios of critical assets. Responsible for balancing reliability, cost, safety, and sustainability outcomes using AI system performance. The ultimate bridge between executive strategy and field reality. Task Transformation: Why the Job Gets Better The manual, cognitive friction of traditional service is shifting. AI absorbs the frustrating administrative work, elevating the technician to act as the true "Pilot" of the physical intervention. The Agentic Workflow (With Physical AI) ✅ Zero-Touch Docs: Generative models draft flawless reports from structured fields and photos for quick verification. ✅ Embedded Compliance: Digital procedures and strict "Badge" protocols embed safety directly into the workflow. ✅ Diagnostic Copilots: AI proposes root-cause hypotheses grounded in live asset telemetry and historical data. ✅ Predictive Planning: AI triage predicts failure modes and recommends exact parts and skills before the truck rolls. The Break-Fix Trap (Before AI) ❌ Pre-Job Panic: Interpreting sparse tickets; "hunting and pecking" through binders and prior records. ❌ High-Stress Diagnostics: Identifying root causes under intense time pressure via manual trial-and-error. ❌ Safety Vulnerability: Relying purely on human memory for LOTO procedures and code adherence. ❌ Admin Drudgery: Manually typing out work reports across multiple disconnected enterprise systems. The Global Infrastructure Surge Major financial institutions are committing hundreds of millions of dollars to skilled-trade training. From hyperscale data centers to energy grids, the demand for Physical AI orchestrators is a global phenomenon. United States A rapid build-out of hyperscale edge data centers and grid projects is colliding with chronic trade shortages, driving immense wage pressure for NEW COLLAR roles. EMEA Emphasizing job quality and safety, European frameworks are formally integrating Physical AI into established professional skill taxonomies and vocational paths. APAC & Australia Rapid urbanization, aggressive digital adoption, and geographically dispersed resource operations heavily rely on remote AI monitoring paired with elite on-site execution. Secure your place in the New Collar economy. Whether you are a technician planning your next career move or an executive designing your workforce strategy, this 40-page report provides the exact blueprint you need. Download the Research Report © 2026 Ascendo.ai. Engineered for Critical Field Service.

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Speaker: Ifeanyi Nwoke Experience Dialogue Cultural Changes that we see within CX in the African continent Speaker: Ifeanyi Nwoke May 27, 2022 Previous Item Next Item Does your client portfolio include international customers or do you expect it to in the future? If so, it’s important to bring cultural awareness to every aspect of your customer Journey. Failing to incorporate cultural diversity into your CX strategy can cost your business and result in lost sales potential. According to Symantec's "State of Privacy Report 2015,"💡 👉 On average 57 percent of Europeans feel uneasy about the security of their data. 👉 78 percent of Spaniard respondents reported feeling insecure. 👉 Germany came second at 62 percent. 👉 In contrast, UK-based customers reported feeling relatively comfortable about their data with less than half of the respondents being wary. This dialogue will cover: 1. Cultural changes that we see within CX in the African continent 2. How are we preparing our youth to be part of the CX role? Where are the opportunities? 3. How can teams tap into the talent coming from this community? A lot of people believe that when it comes to customer experience that's generally where people come in. Quality service and time taken for their queries are expected by customers in Africa too. But, as you know, a lot has changed in the last 1-2 years, especially with the advent of covid, consumer customer expectation as well. In the case of customer campaigns, people generally no longer rely on responsive service alone. They expect, you know, brands of businesses to be active with the savings. Brand experience and being comfortable with the endorsement approach are also essential. People are trying to identify areas where they have challenges and you know, practically solving those issues and also, how the customer journey breaches the ax approach. So customers have certain expectations and then when it comes to that choice point, customers also expect personalization. There isn't just one common approach to reaching customers during selective torture. For example, send a blast email to each customer and say, look, we have this update, trying to personalize conversations from support to general communication, making sure customers feel valued, fueling value. People in Africa say that I want to talk to the people of my country. Brands appreciate it when they recognize their looks and Mr. Social, so they'll appreciate Bronze. Try to personalize the approach to the interaction and interestingly also the customer. Also, customers are brand innovators and are thinking very fast in terms of their products for services, and support. Not only that, the deployment program chain is where we are and will continue to improve and then they are not seeing improvements. Customers come to you now to say, look, we need this. They know what they want and what is demanded of them. So they expect brands to be very innovative in their product offerings. And then one last thing in terms of data security. There are scenarios where customers feel hesitant to use their card, your cartoon mobile app, or maybe your web application because they are afraid of losing their money. So there is a need for trust, they need to increase, in terms of their approach, telling customers about them, they are on top of the data. protection policy, ensuring that they are keeping their data secure and that any information entered into the system. When you say global sales operations, you are talking about many countries like Africa and India, etc. Africa is a regional culture, and we have to serve a diverse culture. Africa also has diverse cultures and people from different countries, including those from South Africa and Nigeria. In Africa slightly different people value their religion, people should remember that you may want to deploy new corporations to enforce it. They value religion out there, and people take it seriously, even if it is a global sales operation for special needs, it has to be ensured. From your CRM, if the walk-in is very thorough, then automated all triggers are setting the correct properties and constantly updating those properties and ensuring that you can make sense of getting noticed for it. is required. What are the major issues and challenges? Which our customers are facing or user experience issues. It could be this poor support, the dissatisfaction matrix, it could be product stability. This could be anything, so would have to constantly look at the data and see what data it is telling you, and then it could be handled internally for the engineering and product team to meet and see. Different users should be able to achieve our goal and have different tags. And then a week or two weeks later you go through the profile on the portal and just choose to review the performance of your customers, and then find out what the customers are performing today. Then there has to be proactive, know-how, and customers need to engage more and look for new ways to understand why they haven't turned up on any given challenge and see how to help them achieve it. , and thus they will be able to achieve their objectives. So this is how most of the expectations are constantly changing, what you knew yesterday may not be met today? So you have to keep updating yourself. We know about the strengths of the current industry, so you need to engage with CS people, constantly. Join those workshop webinars, try to learn new strategies, and new approaches to CX, and sustain yourself. Ifeanyi is a seasoned CX leader based in Africa. In addition to his accolades in CX, Ifeanyi has helped empower African youth to get into CS.

3ed83e14-81f8-4c29-9f33-8e530b69e659 Agent-Initiated Ticket Creation for Escalated Interactions