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 "Tribal Knowledge" into Operational Intelligence.
Recognized by Industry Leaders
Powering Critical Infrastructure Teams
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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 doesn't know the asset's history, the site's environmental conditions, or the physical reality of the machine. It is a hollow promise.
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.
Asset Lifecycle Context
Intelligence mapping from installation and preventive maintenance to predictive failure and supervision.
Enterprise Context
Seamless integration with SAP, ServiceNow, Salesforce/ServiceMax, and more to understand specific SLAs and site histories.
Human Interaction Context
Adaptive intelligence that knows when a technician is guiding a Level 1 BMT or a Level 3 OEM specialist.
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.
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, ServiceMax and CMMS in days, not years.
| Integration Reality | ServiceNow | Salesforce/ServiceMax | SAP FSM | EAM/CMMS (Nuvola/Maximo) |
|---|---|---|---|---|
| Speed to Value | 2-4 Week Deployment | Native App Ready | SAP Store Certified | Custom API & Connectors |
| Data Ingestion | Ingests raw PDFs & Logs | No manual cleaning needed | Context Graph Generation | Captures unstructured notes |
Chuck Kellen
Associate Director of Continuous Improvement, EDF
Physical AI Digital Organism
MEMORY
Ingests unstructured 'Dark Data' (PDF manuals, raw logs, technician notes) without requiring manual data cleaning to build the Context Graph.
BRAIN
Moves beyond basic keyword search to reasoning. The Inference Engine predicts root causes and orchestrates fixes based on operational physics.
NERVOUS SYSTEM
Features 100+ integrations seamlessly connecting the Brain to your existing ERP, CMMS, CRM, and IoT edge devices.
HANDS
Empowers execution. The human technician remains the pilot in command, as the AI acts as the high-speed navigation.
LEGS
Built on strict Role-Based Access Control (RBAC) and Privacy Agents to ensure robust governance and HIPAA/SOC 2 compliance.
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.
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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 judgment equals The Ultimate Wisdom Engine to feed your Growth.
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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
Specialized autonomous logic for resolution agent workflows.
Knowledge Intelligence Agent
Specialized autonomous logic for knowledge intelligence agent workflows.
Cognitive Routing Agent
Specialized autonomous logic for cognitive routing agent workflows.
Escalation Agent
Specialized autonomous logic for escalation agent workflows.
Smart Backlog Agent
Specialized autonomous logic for smart backlog agent workflows.
Privacy Filter Agent
Specialized autonomous logic for privacy filter agent workflows.
Smart Inbox Agent
Specialized autonomous logic for smart inbox agent workflows.
Training Quality Agent
Specialized autonomous logic for training quality agent workflows.
Cognitive Spares Agent
Specialized autonomous logic for cognitive spares agent workflows.
Entitlement Agent
Specialized autonomous logic for entitlement agent workflows.
Auto Root Cause Agent
Specialized autonomous logic for auto root cause agent workflows.
Top Drivers Agent
Specialized autonomous logic for top drivers agent workflows.
Warranty Agent
Specialized autonomous logic for warranty agent workflows.
RMA Agent
Specialized autonomous logic for rma agent workflows.
Smart Contracts Agent
Specialized autonomous logic for smart contracts agent workflows.
Log Analysis Agent
Specialized autonomous logic for log analysis agent workflows.
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
THE RESULT
6x
ROI in Year 1
Built for the Frontline. Validated by Leaders.
Don't just take our word for it. Ascendo is rated #1 Likely to Recommended by Users.
“Ascendo AI made it so easy to bring Trending issues, Knowledge intelligence, Quality and Voice of the Customer across our support channels. We used Slack as a channel and Ascendo AI helps learn from the interactions. Automatically coming up with Trending issues that we can feed back to the Product team. It is like having Voice of the Customer in our back pockets.”
Alexandra Pham
Senior Customer Success Manager
“Easy to connect with CRM data. We can add knowledge enrichment at any point of time. Ascendo AI self learning engine provides best results for customer support team. We introduced new products and also support legacy products, it is so much easier to use Ascendo for new users to ramp up with products. Using Ascendo AI is like Google search for customer support.”
Amitkumar Parihar
Customer Success Manager
“Ascendo AI has transformed our operations by automating 200 unique troubleshooting guides in just two days—a task that previously took weeks of manual effort. The platform's transparent UX and parts prediction capabilities ensure our technicians are fully prepared before heading into the field, consistently driving first-visit resolutions.”
Anton Maes
Senior Digital Product Manager
“Integrating Ascendo AI into our ServiceNow workflow has allowed our team to quickly diagnose complex cases and understand customer sentiment in real time. The platform's 'Solve' feature provides clear resolution steps that have significantly improved our team's efficiency and response times.”
Cesar Feghali
Cloud Solution Architect
“We are able to achieve a 95% SLA with hardly any firefighting. We proactively manage and optimize the inventory of 5,000 unique spare parts across 300 depots.”
Chris Dickerson
VP Service Planning and Logistics
“EDF has been looking to drive consistency, quality, uptime and productivity across its global Field Service team. 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
“The Ascendo AI team is incredibly attentive and easy to work with, delivering a voice bot Proof of Concept that functions exactly as described. Their solution has been a seamless addition to our efforts in augmenting our customer experience team.”
Joseph Berglund
Director of IT Operations
“The tool is very initutive to use and navigate. The tool also constantly improves upon itself as additional data gets uploaded or as users give input. It gives our field team a great gameplan to resolve customer issues based on previous service records. We are trying to improve labor and parts efficiencies along with reducing customer downtime. We have realized labor and material savings year over year.”
Kiet Dam
Product Quality 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
“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 made it so easy to bring Trending issues, Knowledge intelligence, Quality and Voice of the Customer across our support channels. We used Slack as a channel and Ascendo AI helps learn from the interactions. Automatically coming up with Trending issues that we can feed back to the Product team. It is like having Voice of the Customer in our back pockets.”
Alexandra Pham
Senior Customer Success Manager
“Easy to connect with CRM data. We can add knowledge enrichment at any point of time. Ascendo AI self learning engine provides best results for customer support team. We introduced new products and also support legacy products, it is so much easier to use Ascendo for new users to ramp up with products. Using Ascendo AI is like Google search for customer support.”
Amitkumar Parihar
Customer Success Manager
“Ascendo AI has transformed our operations by automating 200 unique troubleshooting guides in just two days—a task that previously took weeks of manual effort. The platform's transparent UX and parts prediction capabilities ensure our technicians are fully prepared before heading into the field, consistently driving first-visit resolutions.”
Anton Maes
Senior Digital Product Manager
“Integrating Ascendo AI into our ServiceNow workflow has allowed our team to quickly diagnose complex cases and understand customer sentiment in real time. The platform's 'Solve' feature provides clear resolution steps that have significantly improved our team's efficiency and response times.”
Cesar Feghali
Cloud Solution Architect
“We are able to achieve a 95% SLA with hardly any firefighting. We proactively manage and optimize the inventory of 5,000 unique spare parts across 300 depots.”
Chris Dickerson
VP Service Planning and Logistics
“EDF has been looking to drive consistency, quality, uptime and productivity across its global Field Service team. 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
“The Ascendo AI team is incredibly attentive and easy to work with, delivering a voice bot Proof of Concept that functions exactly as described. Their solution has been a seamless addition to our efforts in augmenting our customer experience team.”
Joseph Berglund
Director of IT Operations
“The tool is very initutive to use and navigate. The tool also constantly improves upon itself as additional data gets uploaded or as users give input. It gives our field team a great gameplan to resolve customer issues based on previous service records. We are trying to improve labor and parts efficiencies along with reducing customer downtime. We have realized labor and material savings year over year.”
Kiet Dam
Product Quality 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
“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
We didn't just build the platform.
We wrote the playbook on Physical AI.
The "pilot" era is over. Authored by Ascendo AI Founder & 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 tribal knowledge, close the Execution Gap, and transition your operations from a reactive "break-fix" mentality to a highly capable L4 System of Agents.
One Platform. Engineered for the Physical World.
Don't just take our word for it. Ascendo is rated #1 Likely to Recommend by Users.
Frequently Asked Questions by Service Leaders
Deploy Your L4 System Today.
16 Agents. 1,800 Workflows. 100+ Integrations. Protect your service margins.