Aravolta

Per-asset GPU fleet telemetry read directly from accelerator hardware while it runs: utilization, die/power temperature, power draw, and inferred workload pattern (training vs. inference) at serial-number granularity, carried continuously from deployment to retirement and joined to each device's maintenance record and a fitted per-asset depreciation/life-expectancy curve. This is hardware-condition ground truth on AI-accelerator collateral — a class of data that exists nowhere else, because hyperscalers publish utilization only as aggregate commentary and OEMs see only RMA rates.

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Coverage

Universe, instruments and categories.

Industry: SemiconductorsMerchant/Capital Markets
Instruments: fixed_incomeequities

Dataset card

Type: not stated
Format: Time-series telemetry (high-frequency per-device sensor streams: utilization %, thermal readings, power draw) plus derived tabular asset records (serial, part number, workload classification, fitted life curve, maintenance events, alert events).
Volume: est. 10^4-10^6 GPU-hours of per-device telemetry to date — a single H100 emitting utilization/thermal/power at one-second cadence generates roughly 2.6M data points/year, so even a few thousand financed devices yields billions of readings; a seed-stage book of a small number of deals implies a modest fleet so far but dense per-device history. No device or data-point count is disclosed.
Users: ~5-15 institutional lender/borrower accounts (est.) — a 9-person seed-stage company (Seed, ~$130K raised, YC X25) with a stated 2-4 week asset onboarding process, so deployments are named deals, not self-serve signups. No client count is published.
History: 2 years
Update frequency: not stated
Growth: Active — YC X25 batch company, seed-funded, with an expanding lender-facing page set (dedicated GPU asset financing page, lender hub, published case study) and a stated 2-4 week onboarding cycle that implies deals are converting now.
Launched: ~2025 (est.) — YC X25 batch placement dates the company's formation to the first half of 2025; no 'founded' year or earlier press mention is stated on the site.
Delivery: not stated
Entity mapping: not stated
Sample: not stated
Point-in-time: not stated
Licence: not stated

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