{
 "features_resolved": {
  "snapshot_any": false,
  "snapshot_mem": false,
  "fork": false,
  "pause_resume": false,
  "persistent_disk": false,
  "whole_disk": false,
  "persist_scope": null,
  "volumes": false,
  "auto_stop_idle": false,
  "long_sessions": true,
  "custom_image": null,
  "image_snapshot": false,
  "image_oci": false,
  "vm_isolation": null,
  "docker_inside": false,
  "nested_virt": false,
  "root": null,
  "systemd": null,
  "browser": false,
  "desktop": false,
  "computer_use": false,
  "code_interpreter": null,
  "browser_control": null,
  "desktop_control": null,
  "browser_and_desktop": false,
  "anti_bot": false,
  "captcha_solving": false,
  "residential_ip": null,
  "agent_harnesses": false,
  "ssh": false,
  "public_ipv4": false,
  "inbound_https": true,
  "custom_domain": null,
  "raw_tcp_inbound": null,
  "egress_allowlist": false,
  "open_internet": null,
  "static_egress_ip": false,
  "private_network": null,
  "self_host": false,
  "byoc": false,
  "open_source": false,
  "soc2": false,
  "hipaa": false,
  "sso": false,
  "gpu": true,
  "arm64": null,
  "windows": false,
  "macos": false,
  "lang_python": true,
  "lang_node": false,
  "lang_go": null,
  "lang_rust": null,
  "lang_java": null,
  "gpu_desktop": null,
  "credential_injection": null,
  "egress_http_rules": false,
  "wake_on_request": false,
  "live_resize": false,
  "fork_running": false,
  "memory_snapshot_fork": false,
  "webhooks": null,
  "scheduled_wakeups": null,
  "audit_logs": null,
  "eu_data_residency": false,
  "zero_data_retention": null,
  "scoped_api_keys": null,
  "spend_limits": null,
  "mcp_server": false,
  "usage_api": false,
  "snapshot_auto": false,
  "snapshot_on_demand": false,
  "harness_api": false,
  "own_agent_api": false,
  "fast_boot": null,
  "strong_isolation": null,
  "ingress_rules": false,
  "guest_firewall": false,
  "secret_proxy": false,
  "secret_proxy_any": false,
  "volume_attach": false,
  "volume_shared": false,
  "sidecar": null,
  "fuse": null,
  "kernel_features": null,
  "burst": null
 },
 "company": {
  "id": "poplarml",
  "checked": "2026-09-30",
  "company": "PoplarML",
  "ownership": {
   "value": "independent",
   "parent": null,
   "source": "https://www.ycombinator.com/companies/poplarml",
   "quote": "PoplarML lets you deploy any machine learning model to a fleet of GPUs as a ready-to-use and scalable API endpoint with one command."
  },
  "stage": {
   "value": "pre-seed",
   "source": "https://www.ycombinator.com/companies/poplarml",
   "quote": "Winter 2023 Active ... San Francisco Company Jobs 0",
   "confidence": "low",
   "note": "Only confirmed capital is participation in YC's Winter 2023 batch (implying YC's standard pre-seed investment). No subsequent priced round (seed, series A, etc.) was found in press, HN, or search; treated as pre-seed rather than unknown because YC batch participation is confirmed, but no specific amount for YC's own check could be confirmed for this company."
  },
  "accelerators": [
   {
    "name": "Y Combinator",
    "batch": "Winter 2023",
    "source": "https://www.ycombinator.com/companies/poplarml",
    "quote": "Y Combinator Logo Winter 2023 Active",
    "confidence": "high",
    "via": "research"
   }
  ],
  "total_funding_usd": {
   "value": null,
   "status": "unknown"
  },
  "last_round": {
   "type": "unknown",
   "amount_usd": null,
   "date": null,
   "leads": [],
   "status": "unknown",
   "source": "",
   "quote": ""
  },
  "investors": [
   "Y Combinator"
  ],
  "portfolio_listings": [],
  "revenue": {
   "value": null,
   "status": "unknown"
  },
  "employees": {
   "value": 2,
   "source": "https://www.ycombinator.com/companies/poplarml"
  },
  "note": "YC W23 company (co-founders Danna Liu and Evan Chu, ex-Snap/Stripe/Coinbase/Microsoft/PagerDuty/Amazon/AWS engineers) offering one-command CLI deployment of ML models (TensorFlow/PyTorch/JAX) to GPU-backed REST inference endpoints. YC directory still lists it as 'Active' with team size 2 and website http://poplarml.com, confirming this is the same company as the card's domain. However the live product appears defunct as of 2026-09-30: poplarml.com/www TLS certs expired 2025-02-07, the S3-backed CloudFront origin returns NoSuchBucket, app/docs/api subdomains no longer resolve, and Wayback's last successful homepage capture was 2024-04-21 (every capture since 2024-09-18 is a 404). No funding round beyond YC's own investment, and no revenue figures, could be found anywhere (searches on DuckDuckGo/Bing/Google/Crunchbase were blocked or returned nothing; no TechCrunch or HN Launch coverage of a raise exists). Buyers should treat this as a likely-defunct micro-startup with unconfirmed financials beyond YC batch participation."
 },
 "id": "poplarml",
 "name": "PoplarML",
 "url": "http://poplarml.com",
 "category": "gpu-cloud",
 "isolation": null,
 "modes": [
  {
   "key": "native",
   "label": "Native product; see regime notes",
   "flags": [
    "alt"
   ],
   "os": [
    "linux"
   ],
   "regions": null,
   "gpu_only": false,
   "features": {},
   "pricing": "resource",
   "vcpu_h": null,
   "ram_gib_h": null,
   "cpu_basis": "alloc",
   "ram_basis": "alloc",
   "active_floor": 0,
   "ram_per_vcpu": [
    null,
    null
   ],
   "ram_fixed_per_vcpu": null,
   "vcpu_options": null,
   "min_vcpu": null,
   "max_vcpu": null,
   "max_ram_gib": null,
   "sizes": null,
   "pool_tiers": null,
   "requires_always_on": false,
   "always_on_month_per_instance": null,
   "commit_note": null,
   "min_billed_seconds": null,
   "granularity_s": null,
   "start_fee": null,
   "boot_overhead_s": null,
   "multiplier": 1,
   "windows_vcpu_h": null,
   "gpu": null,
   "note": "Incomplete or non-resource economics: rates remain null, never interpreted as free."
  }
 ],
 "storage": {
  "included_disk_gib": null,
  "disk_gib_month": null,
  "disk_billed_when_stopped": null,
  "snapshot_gib_month": null,
  "paused_ram_billed": null
 },
 "network": {
  "egress_free_gib": null,
  "egress_gib": null,
  "ipv4_month": null,
  "ipv4_available": null
 },
 "plans": [
  {
   "name": "Current applicable tariff unverified",
   "fee": null,
   "flags": [],
   "fee_is_credit": false,
   "included_usd": null,
   "per_seat": null,
   "concurrency": null,
   "max_session_h": null,
   "max_vcpu": null,
   "max_ram_gib": null,
   "sizes_allowed": null,
   "note": ""
  }
 ],
 "free": {
  "monthly_credit": null,
  "one_time_credit": null
 },
 "features": {
  "linux": null,
  "windows": false,
  "macos": false,
  "arm64": null,
  "gpu": true,
  "snapshot": "none",
  "pause_resume": false,
  "fork": false,
  "persistent_disk": false,
  "volumes": null,
  "auto_stop_idle": false,
  "max_session_h": null,
  "custom_image": null,
  "docker_inside": false,
  "nested_virt": false,
  "root": null,
  "systemd": null,
  "browser": false,
  "desktop": false,
  "computer_use": false,
  "code_interpreter": null,
  "agent_harnesses": false,
  "ssh": false,
  "public_ipv4": false,
  "inbound_https": true,
  "custom_domain": null,
  "raw_tcp_inbound": null,
  "egress_allowlist": false,
  "static_egress_ip": false,
  "private_network": null,
  "self_host": false,
  "byoc": false,
  "open_source": false,
  "soc2": false,
  "hipaa": false,
  "sso": false,
  "gpu_types": [],
  "regions": null,
  "lang_python": true,
  "lang_node": false,
  "lang_go": null,
  "lang_rust": null,
  "lang_java": null,
  "gpu_desktop": null,
  "credential_injection": null,
  "egress_http_rules": false,
  "wake_on_request": false,
  "live_resize": false,
  "fork_running": false,
  "memory_snapshot_fork": false,
  "webhooks": null,
  "scheduled_wakeups": null,
  "audit_logs": null,
  "eu_data_residency": false,
  "zero_data_retention": null,
  "scoped_api_keys": null,
  "spend_limits": null,
  "mcp_server": false,
  "image_oci": false,
  "anti_bot": false,
  "captcha_solving": false,
  "volume_attach": false,
  "volume_shared": false,
  "harness_api": false,
  "own_agent_api": false,
  "guest_firewall": false,
  "secret_proxy": false,
  "snapshot_auto": false,
  "snapshot_on_demand": false,
  "ingress_rules": false,
  "usage_api": false
 },
 "perf": {
  "cpu_runs_s": null,
  "cold_start_ms": null,
  "burst_tti_ms": null,
  "dax_s": null
 },
 "caveats": [
  "YC says custom ML models deploy to GPU endpoints. Public website failed TLS verification and current pricing could not be established; access failure alone is not proof of death.",
  "Inventory exclusion: public product inaccessible; current hosting unverified. Card contains no numeric compute modes and no selectable price plan.",
  "Null values mean unknown, not free/unlimited. No model-token cost, tax or unverified ancillary charge included.",
  "Native browser/device/task/credit prices with unknown CPU/RAM are deliberately non-priceable. Check regime before interpreting any partial resource estimate.",
  "Status evidence 2026-09-29: poplarml.com and www TLS certificate expired 2025-02-07 (CN=poplarml.com); bypassing TLS, CloudFront returns S3 'NoSuchBucket' for bucket poplarml.com-content. app./docs./api. subdomains no longer resolve in DNS. Only https://auth.api.poplarml.com/ (AWS API Gateway) still answers {\"status\":200}. Wayback: last 200 capture of the homepage 2024-04-21; every homepage capture since 2024-09-18 is 404. YC directory still lists the company as Active, team size 2, website http://poplarml.com.",
  "PoplarML never published a price: the last live homepage (Wayback 2024-04-21) had a 'Pricing' nav item but no pricing content, 'Docs — Coming soon', and described one-click CLI deploys of TensorFlow/PyTorch/JAX models 'to a fleet of GPUs' with REST inference endpoints (a model-serving product, not a sandbox/VM)."
 ],
 "sources": [
  "https://www.ycombinator.com/companies/poplarml"
 ],
 "audit_2026_09_29": {
  "applied": 2,
  "source": "checked against the provider's live pricing and docs pages"
 },
 "feature_evidence": {
  "image_oci": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": "not offered: product is a CLI model-deploy/inference service, not an OCI-image compute sandbox",
   "checked": "2026-09-30"
  },
  "docker_inside": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Bring your Tensorflow, Pytorch, or JAX model, and we'll do the rest.",
   "note": "not offered: outside the product's scope (managed inference endpoint, not a general compute sandbox)",
   "checked": "2026-09-30"
  },
  "nested_virt": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Deploy Models to Production, Insanely Fast",
   "note": "not offered: outside the product's scope",
   "checked": "2026-09-30"
  },
  "desktop": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Real-time Inference Invoke your model through a REST API endpoint.",
   "note": "not offered: outside the product's scope (REST inference endpoint, no GUI)",
   "checked": "2026-09-30"
  },
  "browser": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Real-time Inference Invoke your model through a REST API endpoint.",
   "note": "not offered: outside the product's scope",
   "checked": "2026-09-30"
  },
  "computer_use": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Real-time Inference Invoke your model through a REST API endpoint.",
   "note": "not offered: outside the product's scope",
   "checked": "2026-09-30"
  },
  "anti_bot": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "PoplarML enables the deployment of production-ready, scalable ML systems with minimal engineering effort.",
   "note": "not offered: outside the product's scope (ML model hosting, no browser automation)",
   "checked": "2026-09-30"
  },
  "captcha_solving": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "PoplarML enables the deployment of production-ready, scalable ML systems with minimal engineering effort.",
   "note": "not offered: outside the product's scope",
   "checked": "2026-09-30"
  },
  "ssh": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": "not offered: deploy/invoke is via CLI + REST API, no evidence of shell/SSH access to underlying machines",
   "checked": "2026-09-30"
  },
  "fork": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": "not offered: outside the product's scope (model-serving endpoints, not clonable machines)",
   "checked": "2026-09-30"
  },
  "fork_running": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": "not offered: outside the product's scope",
   "checked": "2026-09-30"
  },
  "memory_snapshot_fork": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": "not offered: outside the product's scope",
   "checked": "2026-09-30"
  },
  "volume_attach": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": "not offered: outside the product's scope (model-serving endpoint, no volume-attach concept exposed)",
   "checked": "2026-09-30"
  },
  "volume_shared": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": "not offered: outside the product's scope",
   "checked": "2026-09-30"
  },
  "live_resize": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": "not offered: outside the product's scope",
   "checked": "2026-09-30"
  },
  "agent_harnesses": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "PoplarML enables the deployment of production-ready, scalable ML systems with minimal engineering effort.",
   "note": "not offered: outside the product's scope (ML model hosting, not a coding-agent sandbox)",
   "checked": "2026-09-30"
  },
  "harness_api": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "PoplarML enables the deployment of production-ready, scalable ML systems with minimal engineering effort.",
   "note": "not offered: outside the product's scope",
   "checked": "2026-09-30"
  },
  "own_agent_api": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Real-time Inference Invoke your model through a REST API endpoint.",
   "note": "not offered: outside the product's scope (serves user-supplied ML models, not a browser/research agent)",
   "checked": "2026-09-30"
  },
  "mcp_server": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Docs — Coming soon",
   "note": "not offered: no evidence of any MCP server; site now dead",
   "checked": "2026-09-30"
  },
  "lang_python": {
   "value": true,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Bring your Tensorflow, Pytorch, or JAX model, and we'll do the rest.",
   "note": "TensorFlow/PyTorch/JAX are Python ML frameworks, implying Python model-serving runtime",
   "checked": "2026-09-30"
  },
  "lang_node": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Bring your Tensorflow, Pytorch, or JAX model, and we'll do the rest.",
   "note": "not offered: outside the product's scope (Python-only ML framework deploys, no Node runtime mentioned)",
   "checked": "2026-09-30"
  },
  "inbound_https": {
   "value": true,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Real-time Inference Invoke your model through a REST API endpoint.",
   "note": "a REST API endpoint for inference implies an HTTPS-reachable endpoint",
   "checked": "2026-09-30"
  },
  "guest_firewall": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": "not offered: outside the product's scope (managed inference endpoint, no user-controlled OS/root confirmed)",
   "checked": "2026-09-30"
  },
  "secret_proxy": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": "not offered: no evidence of a credential-injecting HTTP proxy; outside the product's scope",
   "checked": "2026-09-30"
  },
  "gpu": {
   "value": true,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": null,
   "checked": "2026-09-30"
  },
  "windows": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": "not offered: outside the product's scope (Linux-based GPU model-serving fleet)",
   "checked": "2026-09-30"
  },
  "macos": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": "not offered: outside the product's scope",
   "checked": "2026-09-30"
  },
  "self_host": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "PoplarML enables the deployment of production-ready, scalable ML systems with minimal engineering effort.",
   "note": "not offered: presented as a hosted SaaS platform, no self-host option mentioned",
   "checked": "2026-09-30"
  },
  "byoc": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "PoplarML enables the deployment of production-ready, scalable ML systems with minimal engineering effort.",
   "note": "not offered: no evidence of a bring-your-own-cloud deployment model",
   "checked": "2026-09-30"
  },
  "open_source": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "PoplarML enables the deployment of production-ready, scalable ML systems with minimal engineering effort.",
   "note": "not offered: no evidence the core platform is open source",
   "checked": "2026-09-30"
  },
  "snapshot": {
   "value": "none",
   "source": "https://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "One Click Deploys — Seamlessly deploy ML models using our CLI tool to a fleet of GPUs. Real-time Inference — Invoke your model through a REST API endpoint.",
   "note": "not offered: outside the product's scope (managed inference-endpoint deployment, not a sandbox/VM with snapshotting)",
   "checked": "2026-09-30"
  },
  "snapshot_auto": {
   "value": false,
   "source": "https://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Real-time Inference — Invoke your model through a REST API endpoint.",
   "note": "not offered: outside the product's scope",
   "checked": "2026-09-30"
  },
  "snapshot_on_demand": {
   "value": false,
   "source": "https://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Real-time Inference — Invoke your model through a REST API endpoint.",
   "note": "not offered: outside the product's scope",
   "checked": "2026-09-30"
  },
  "pause_resume": {
   "value": false,
   "source": "https://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Real-time Inference — Invoke your model through a REST API endpoint.",
   "note": "not offered: outside the product's scope (inference-endpoint product, no user-managed machine lifecycle)",
   "checked": "2026-09-30"
  },
  "persistent_disk": {
   "value": false,
   "source": "https://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Bring your Tensorflow, Pytorch, or JAX model, and we'll do the rest.",
   "note": "not offered: outside the product's scope (deploys a model artifact to an inference endpoint; no general persistent filesystem exposed to users)",
   "checked": "2026-09-30"
  },
  "public_ipv4": {
   "value": false,
   "source": "https://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Real-time Inference — Invoke your model through a REST API endpoint.",
   "note": "not offered: outside the product's scope (access is via a REST API endpoint/CLI, not a raw machine with a public IPv4)",
   "checked": "2026-09-30"
  },
  "egress_http_rules": {
   "value": false,
   "source": "https://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Real-time Inference — Invoke your model through a REST API endpoint.",
   "note": "not offered: outside the product's scope (managed model-serving endpoint, no general-purpose machine with egress policy controls)",
   "checked": "2026-09-30"
  },
  "wake_on_request": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Real-time Inference — Invoke your model through a REST API endpoint.",
   "note": "not offered: outside the product's scope (a managed model-serving REST endpoint, not a user-controlled VM/sandbox with wake/sleep lifecycle semantics exposed).",
   "checked": "2026-09-30"
  },
  "auto_stop_idle": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": "not offered: outside the product's scope (no user-managed machine lifecycle; product is a model-deploy/inference endpoint, not a sandbox/VM).",
   "checked": "2026-09-30"
  },
  "ingress_rules": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Real-time Inference — Invoke your model through a REST API endpoint.",
   "note": "not offered: outside the product's scope (single REST inference endpoint, no provider-side ingress security-group/allowlist controls exposed).",
   "checked": "2026-09-30"
  },
  "egress_allowlist": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": "not offered: outside the product's scope (managed inference-endpoint deployment, no evidence of any outbound egress-control feature).",
   "checked": "2026-09-30"
  },
  "static_egress_ip": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": "not offered: outside the product's scope (no networking docs or evidence of a dedicated/static outbound IP feature).",
   "checked": "2026-09-30"
  },
  "soc2": {
   "value": false,
   "source": "https://www.ycombinator.com/companies/poplarml",
   "quote": "PoplarML ... team size 2",
   "note": "not offered: no security/trust page or compliance docs were ever published ('Docs — Coming soon'); a 2-person early-stage startup with no evidence of a SOC 2 attestation.",
   "checked": "2026-09-30"
  },
  "hipaa": {
   "value": false,
   "source": "https://www.ycombinator.com/companies/poplarml",
   "quote": "PoplarML ... team size 2",
   "note": "not offered: no security/compliance docs were ever published; no evidence of HIPAA eligibility or a BAA offering from this 2-person startup.",
   "checked": "2026-09-30"
  },
  "sso": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Docs — Coming soon",
   "note": "not offered: no enterprise/auth docs ever published; login/auth was only a bare AWS API Gateway endpoint, no evidence of SAML/OIDC SSO.",
   "checked": "2026-09-30"
  },
  "eu_data_residency": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs.",
   "note": "not offered: no regions or data-residency options were ever documented; site is now defunct with no evidence of EU-region deployment control.",
   "checked": "2026-09-30"
  },
  "usage_api": {
   "value": false,
   "source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
   "quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs. Real-time Inference — Invoke your model through a REST API endpoint.",
   "note": "granularity: none; cost: no; PoplarML was a managed model-serving platform, not a sandbox/VM provider. Access was via CLI deploy + REST inference endpoint. No usage API, billing API, or cost-tracking endpoint documentation exists. The product is now defunct (TLS cert expired 2025-02-07, site offline since 2024-09-18). Pricing page and documentation were never published ('Docs — Coming soon'). Only auth.api.poplarml.com still responds. This was not a multi-tenant compute provider where usage tracking per customer/sandbox would apply.",
   "confidence": "high",
   "checked": "2026-10-01"
  }
 },
 "locations": [],
 "locations_source": "http://web.archive.org/web/20240224095027/https://www.poplarml.com/",
 "locations_quote": "Seamlessly deploy ML models using our CLI tool to a fleet of GPUs. Real-time Inference Invoke your model through a REST API endpoint.",
 "locations_checked": "2026-10-01"
}