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/Index/Elsai/Elsai
E

Elsai

ELSAIManage supplier listing

Production agent-execution telemetry with safety and human-oversight labels: prompts and model responses, retrieval events, tool executions, token consumption, latency, policy outcomes (pass/fail), plus a guardrail layer that inspects every input and output and labels prompt injection, hallucination, sensitive-data exposure, jailbreak attempts and policy violations; a prompt/instruction version-control layer (each prompt versioned, tested and approved before deployment) and a human-in-the-loop queue that routes low-confidence outputs, policy exceptions and high-risk actions to designated reviewers, creating a record of human adjudication. Workflow coverage spans RAG pipelines, OCR/document processing, multi-agent handoffs and tool-driven automation.

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Sample

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Coverage

Universe, instruments and categories.

Industry
Infrastructure Software
Instruments
equities
Categories
AlternativeSentimentReference
Regions
US
Sample tickers
MSFTGOOGLPANWCRWDDDOGNETNVDA
Dataset card
Type
not stated
Format
Multimodal — structured trace/span records (tokens, cost, latency, policy verdict) wrapping free text (prompts, responses, retrieved passages), tool call/return payloads and OCR/document-processing artefacts, captured via SDK instrumentation
Volume
Per tenant, every prompt, response, retrieval event, tool execution and guardrail inspection is captured, so 10^5-10^7 trace records per tenant per quarter for an active agent estate. The rare slice is much smaller and far more valuable: the guardrail-positive subset (injection, jailbreak, exposure, hallucination flags) plus human-reviewer adjudications, plausibly 10^3-10^5 labelled safety records across the base — few rows, high price per row.
Users
~1,000-10,000 monitored agent seats across the customer base (inferred — a 13-employee Sacramento vendor selling enterprise observability through a demo-gated funnel; no customer count published)
History
2 years
Update frequency
not stated
Growth
Active — a product in a category that exists only because of the current agentic-AI deployment wave, with live documentation on a separate foundry host, an operating demo funnel, and a modern marketing stack indicating ongoing investment
Launched
~2025 for ARMS (inferred — the product's premise is governing production agentic systems, and the company record was opened in 2025 with 13 staff and no funding stage on file)
Delivery
not stated
Entity mapping
not stated
Sample
not stated
Point-in-time
not stated
Licence
not stated

supplier index read from their site

Elsai has not added their own details yet. Not yet on file:

  • Dataset
  • Data dictionary
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