Enterprise / battery data pilot
Send 100-500 VINs or auction lots. Get battery fields back.
ARC turns a representative sample into an enrichment file and API sample that shows EV and hybrid battery fields, valuation signals, and reporting opportunities before your team commits to a full integration.
pilot packet
input
100-500
VINs or auction lots
return
CSV + API
enrichment file and sample response
review
data / product
schema, coverage, workflow fit
decision
API / license
choose the right access path
Built for insurers, auction platforms, marketplaces, recyclers, dismantlers, fleets, analytics teams, and software products that need battery intelligence inside an existing workflow.
Pilot inputs
Use real decisions, not demo rows.
The fastest evaluation starts with records that already move through your operation. ARC can work from VINs, auction lots, partial vehicle context, or listing evidence.
VIN batch
100-500 VINs from intake, auction, appraisal, or remarketing workflows.
Auction lots
Lot numbers, year/make/model, listing links, pack photos, or sale notes.
Business rules
The decision you want to improve: buy/pass, route, report, price, or enrich.
Output format
CSV, spreadsheet column map, JSON sample, or API response shape for review.
A pilot returns something your team can inspect.
A concrete returned file gives data teams auditable fields, product teams a map, and commercial owners a way to judge lift.
review-ready sample
Your team gets a concrete sample they can circulate for data, product, and commercial review.
procurement path
A bounded sample lets enterprise teams validate lift before legal, security, and integration work expands.
enterprise pilot packet
Example format for an enriched file, field map, or customer-ready review packet.
sample fields
Enriched rows, batch outputs, and API response fields stay tied to the evaluation question.
| source | VIN, lot, listing, or intake record Whatever field set your team already exports. |
|---|---|
| battery fields | electrification, pack family, chemistry Returned in CSV and reviewed as an API shape. |
| decision flags | valuation, routing, report, confidence Mapped to the workflow you are evaluating. |
| review packet | sample file, field map, integration notes Built for data, product, and procurement review. |
| returned field | enterprise evaluation use |
|---|---|
| electrification | ICE, HEV, PHEV, BEV, FCEV classification where determinable |
| battery_family | Pack family, vehicle fitment, chemistry, and capacity context when available |
| valuation_signal | Value direction, resale/recovery cue, and reporting opportunity notes |
| confidence | Match quality, source context, and review flags for downstream teams |
| hazmat_context | Battery handling context useful for workflow triage and internal review |
| integration_shape | Column names or JSON fields mapped to your intake system vocabulary |
Returned fields
The pilot exposes commercial lift.
The output is structured for evaluation: where battery data improves valuation, where reporting becomes more useful, and which fields deserve production integration.
pilot workflow
source record
ARC enrichment
workflow action
Battery intelligence connects to intake, appraisal, analytics, and partner workflows.
pilot outcome
Your team sees whether battery intelligence changes a route, price, report, product field, or partner conversation before committing to implementation.
One operating decision gets clearer.
Enterprise buyers do not need another dashboard during evaluation. They need proof that ARC can change the decision already moving through their system.
Sample lands in ARC
inputThe first step is a real export from your intake, auction, appraisal, or analytics workflow.
Battery fields return
enrichARC appends electrification, likely pack context, chemistry cues, confidence, and workflow flags.
Internal teams compare lift
reviewData, product, and commercial owners review where the new fields improve routing, pricing, or reporting.
API or license path is chosen
decideThe evidence points to the right path: API access, a licensed dataset, or enterprise support.
The pilot isolates one decision where battery data is worth operationalizing.
Implementation path
A bounded pilot before a production contract.
Send the sample set
Share 100-500 VINs or lots that represent the decisions your team actually makes.
Review the enrichment file
ARC returns a structured sample that exposes where battery fields change routing, pricing, or reporting.
Test the API shape
Your team reviews sample requests and responses before committing engineering time.
Choose the commercial path
Move into API access, a licensed dataset, or enterprise support based on the use case.
Evaluation team
Bring the people who own the data, product, and deal path.
Data teams
Validate field coverage, match confidence, edge cases, and mapping into existing schemas.
Product teams
Assess whether battery data creates better intake screens, pricing tools, reports, or operator prompts.
Partnerships teams
Use the pilot to size shared-data, marketplace, auction, insurance, and remarketing opportunities.
Commercial paths
Choose the buying motion after the evidence is visible.
| API | Authenticated lookup endpoint for VIN, electrification, battery, and valuation context. |
|---|---|
| Licensed dataset | Structured battery lifecycle fields delivered for approved internal systems and analytics. |
| Enterprise support | Pilot scoping, field mapping, integration review, and procurement documentation support. |
procurement-safe evaluation
Pilot scope can use a bounded sample file before production integration.
Data handling, permitted use, and retention expectations can be documented during evaluation.
ARC can support vendor questionnaires and security review language during procurement.
No production commitment is required to review an enrichment sample and API response shape.
Next step
Put ARC against a real batch and decide from the returned file.
Send a representative sample, define the evaluation question, and use the returned fields to decide whether API access, a licensed dataset, or enterprise support is the right commercial path.
Commercial and security review can happen after the enrichment sample shows whether the data creates operational value.
The pilot is designed for teams that need evidence before allocating product, data, or integration resources.