IonPulse Cohort is a battery risk intelligence platform for commercial EV fleet operators running electric buses, trucks, and delivery vans. It turns telematics and BMS data into a nightly depot worklist ranked by battery risk, staged-charging policies, replacement planning on measured remaining useful life, and a retirement pipeline by chemistry. No hardware changes required; integrates with existing telematics platforms and runs in your AWS account.
IonPulse Cohort gives commercial EV fleet operators a daily, measured view of battery risk across every vehicle in the fleet. It ingests data you already collect, from telematics platforms, and builds a health model for each pack. Every morning the depot team gets a worklist ranked by battery risk, so limited technician time goes to the vehicles that need it first. Fleet managers see an aging curve by cohort, with monitor, warranty, and end-of-life thresholds, so they know which vehicle groups are degrading faster than planned and why. No hardware changes, no new sensors, and no change to your telematics contract.
Cohort recommends charging policy inputs for each vehicle group, such as capping daily charge at 80% state of charge, finishing charge at pull-out, or pre-heating packs before cold fast charging, so your charging system applies them and degradation slows without changing schedules. Route-to-energy matching flags vehicles whose duty cycle is outrunning their battery. Replacement planning works from measured remaining useful life rather than age or mileage, so packs are replaced when the data says to, not on a calendar. A 24-month retirement pipeline by chemistry lets finance and operations plan capital and downtime ahead of time instead of reacting to failures. Every prediction carries a confidence score and the contributing factors behind it, so your team can see why a vehicle is on the list before acting.
When a pack reaches end of life, Cohort runs the retirement workflow end to end: an auto-generated pack dossier with the measured health history, a partner routing queue with override and bulk auto-route, and pickup scheduling through final disposition. The dossier is the record a remanufacturer, recycler, or insurer needs to transact on the pack, which turns a disposal cost into recoverable residual value. Cohort is built on the same battery risk intelligence platform IonPulse delivers to automotive OEMs, on AWS, with role-based access, SSO, scheduled reporting, and an API-first design for integration with maintenance and asset systems.
Highlights
Battery risk intelligence for EV fleets, from data you already have. Cohort ingests telematics and BMS data, builds a health model for every pack, and delivers a nightly depot worklist ranked by battery risk plus an aging curve by cohort with monitor, warranty, and end-of-life thresholds. No hardware changes, no new sensors.
Decisions on measured remaining useful life, not age or mileage. Replacement planning, a 24-month retirement pipeline by chemistry, route-to-energy matching, and recommended charging policy inputs such as an 80% state of charge cap. Every prediction carries a confidence score and contributing factors.
Retirement workflow that recovers residual value. Auto-generated pack dossier with measured health history, partner routing queue with override and bulk auto-route, and pickup scheduling through final disposition. Built on the IonPulse battery risk intelligence platform delivered to automotive OEMs, on AWS, with SSO, RBAC, and an API-first design.
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Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
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One connected vehicle whose battery telemetry is ingested and analyzed by IonPulse for the duration of the contract period. Includes both live streaming from the customer's connected vehicle platform and scheduled batch exports. Each vehicle unit covers state of health estimation, remaining useful life prediction, degradation forecasting, anomaly and thermal event detection, and all standard reporting and dashboards. Applies to all battery chemistries and pack architectures supported by the platform.
Pricing uses a single dimension: vehicles under monitoring. You pay per connected vehicle whose battery data IonPulse ingests during the contract term. Your cost scales directly with the number of vehicles you enroll. Each vehicle unit covers the same analysis, whether the data arrives through live streaming or scheduled batch exports. Every unit includes state of health estimation, remaining useful life prediction, degradation forecasting, anomaly and thermal event detection, plus standard reporting and dashboards. The same per-vehicle rate applies across all supported battery chemistries and pack architectures, so coverage does not change based on battery type.
Top-of-mind questions for buyers
What counts as one vehicle unit for billing?
One unit is a single connected vehicle whose battery telemetry IonPulse ingests during the contract term. Data can arrive through live streaming from your connected vehicle platform or scheduled batch exports. Either method counts the same. Each vehicle you enroll adds one unit, so your cost scales directly with fleet size.
Does the per-vehicle rate change based on battery chemistry or pack design?
No. The same per-vehicle rate applies across all supported battery chemistries and pack architectures. Each unit covers the same analysis regardless of battery type, including state of health estimation, remaining useful life prediction, degradation forecasting, and anomaly and thermal event detection.
Is second-life battery grading included in the per-vehicle price?
The marketplace dimension lists state of health estimation, remaining useful life prediction, degradation forecasting, anomaly and thermal event detection, plus standard reporting and dashboards for each vehicle unit. Second-life grading is not named in the pricing dimension. Contact the vendor to confirm whether it is included in your contract.
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Vendor refund policy
IonPulse subscriptions are billed for the full contract term and are non-refundable once activated. Customers with a material service issue should contact support@ionpulse.ai. IonPulse will work in good faith to resolve reported issues through remediation, service credits, or a pro-rata refund at IonPulse's discretion. Custom terms may be specified in AWS Marketplace private offers or direct commercial agreements.
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Support scope
IonPulse is delivered as a managed service with named technical contacts assigned to each customer engagement. All customers receive:
Email support with response within one business day for standard queries and within four business hours for production incidents
Named customer success and solutions engineering contacts for onboarding, deployment planning, and ongoing engagement
Direct access to IonPulse on-call engineering and data science teams for model tuning, root cause investigations, and integration questions
Support in English across North America, EMEA, and Asia Pacific business hours
During onboarding
New customers receive a dedicated onboarding engagement covering telematics and connected vehicle platform integration, initial model configuration for the customer chemistry and duty cycle, user provisioning, and stakeholder training on both engineering and business workflows.
Escalation
Production issues affecting data ingestion, model inference, or platform availability are escalated to engineering. Customers with production deployments receive a direct escalation channel established during onboarding.
For enterprise agreements with custom SLAs, dedicated technical account management, or extended hours coverage, contact us at support@ionpulse.ai.
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
IonPulse turns production fleet telemetry into quantified decisions across warranty exposure, recall prevention, field failure diagnosis, and second-life battery grading, without new vehicle hardware.
IonPulse converts EV fleet battery telemetry into actionable decisions for warranty, recall prevention, field diagnosis, and second-life grading - no new vehicle hardware required.
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