Now live: VLM Run Gateway

Build agents that can act on

Parse documents and videos into structured, actionable outputs through one API.

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Valerie Health
Scan.com
basata
Peak Health
York IE
Voxel51
Langflow
Activepieces
MCP.run
Make
Aurochs
MongoDB
n8n
Zapier
Google Cloud
Valerie Health
Scan.com
basata
Peak Health
York IE
Voxel51
Langflow
Activepieces
MCP.run
Make
Aurochs
MongoDB
n8n
Zapier
Google Cloud

Documents

Document intelligence for the agentic stack.

Parse, extract, cite, and redact. Schema-validated JSON with grounding, ready for agents to act on.

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  • 0:00Dual-arm robot at a tabletop workspace with a padlock and key.
  • 0:04Right gripper closes on the key; left arm waits at the fixture.
  • 0:16Left arm steadies the padlock while the key is brought into line.

Videos

Video intelligence for the agentic stack.

Understand, summarize, segment, and search. Timestamped answers with structured output, ready for agents to act on.

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Use cases

Built for real documents and footage.

Faxes, drawing sheets, robot demos, unlabeled archives. Same call, same structured output.

Documents

Videos

Healthcare

Handle low-quality faxes, handwritten notes, and complex medical forms with ease. Parse rotated, skewed, or noisy scans into structured records. HIPAA-ready and trusted in production.

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from vlmrun.client import VLMRun

client = VLMRun(api_key="<VLMRUN_API_KEY>")
response = client.agent.execute(
    prompt="Parse this doc in JSON {'invoice_no': ..., 'total': ...}",
    inputs=["invoice.pdf"],
)

print(response.response)
# {"invoice_no": "1042", "total": 1200.00}

One call, whether you are a developer or an agent.

Parse documents and understand video from your app, or hand the same catalog to Pydantic AI, Mastra, Claude Code, or Codex.

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For Enterprises

The new visual intelligence layer for your enterprise.

Deploy securely inside your VPC or private cloud – bringing visual intelligence directly to your infrastructure. Power document, image, and video understanding across teams. SOC 2 Type II and HIPAA-ready.

HIPAA Compliant
AICPA SOC

Frequently asked questions

An OpenAI-compatible API for document and video intelligence. Parse, extract, cite, and redact documents; summarize, transcribe, and search video — then hand the same catalog to agents over MCP.

Try VLM Run free today.

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