LLM operations35 companies

35 companies, 35 swept. The median identity score is 80 of 100. Rows are ordered by readiness; rows not yet rated sit last.

35 companies · 35 swept · last sweep 2026-09-16

Identity scores in LLM operationsswept32 swept

80/100

median

median 80

0identity score, 0-100100

32 swept

Ranked by readiness

#1
OpenRouter
openrouter.ai
Routes API requests to 500 language models across 80 providers through a unified interface.
LLM operations
bots partly✓ llms.txt
91/100
#1 of 35 in LLM operations
#2
Lightning AI
lightning.ai
No line written yet.
LLM operations
bots partly✓ llms.txt
89/100
#2 of 35 in LLM operations
#3
Kyriba - TAI (Treasury AI)
kyriba.com
Connects banks and ERPs to automate liquidity management, cash forecasting, and payment processing with real-time risk visibility.
LLM operations
bots partly✓ llms.txt
81/100
#3 of 35 in LLM operations
#4
Together AI
together.ai
Runs open-source language models with serverless inference, batch processing, and GPU clusters.
LLM operations
bots in✓ llms.txt
80/100
#4 of 35 in LLM operations
#5
Maisa AI
maisa.ai
Automates multi-step business processes in regulated industries with traceable execution and custom models.
LLM operations
bots in✓ llms.txt
75/100
#5 of 35 in LLM operations
#6
Arize
arize.com
Observes agent behavior, evaluates performance with evals, and suggests improvements through automated debugging.
LLM operations
bots in✓ llms.txt
74/100
#6 of 35 in LLM operations
#7
Modal
modal.com
Runs inference, training, and batch processing workloads on GPUs with instant autoscaling and sub-second cold starts.
LLM operations
bots partly✓ llms.txt
74/100
#7 of 35 in LLM operations
#8
Parallel Web Systems
parallel.ai
Provides web search API for AI agents to retrieve real-time information with citations.
LLM operations
bots in✓ llms.txt
74/100
#8 of 35 in LLM operations
#9
Portkey
portkey.ai
Routes requests to 1600 language models through a unified API with observability, guardrails, and prompt management.
LLM operations
bots in✓ llms.txt
74/100
#9 of 35 in LLM operations
#10
Supermemory MCP
supermemory.ai
Stores and retrieves learned context for agents using a vector graph database, injecting relevant memories into model prompts in real time.
LLM operations
bots in✓ llms.txt
74/100
#10 of 35 in LLM operations
#11
ClickUp Brain
clickup.com
Provides AI agents and search across tasks, documents, and connected apps within a workspace platform.
LLM operations
bots partly✓ llms.txt
70/100
#11 of 35 in LLM operations
#12
Superagent Cloud
superagent.sh
Runs security checks on AI agents, scanning code, dependencies, and runtime behavior for vulnerabilities.
LLM operations
bots partly✓ llms.txt
69/100
#12 of 35 in LLM operations
#13
Galileo
galileo.ai
Captures groundtruth data, builds and auto-tunes evaluations, and distills them into production guardrails for AI agents and RAG systems.
LLM operations
bots in✓ llms.txt
68/100
#13 of 35 in LLM operations
#14
Fireworks AI
fireworks.ai
Routes requests to open or closed language models and trains specialized models on your data.
LLM operations
bots in— llms.txt
67/100
#14 of 35 in LLM operations
#15
LiteLLM
litellm.ai
Routes requests across 140+ LLM providers and 1800+ models through a single API gateway with cost optimization and access controls.
LLM operations
bots in— llms.txt
66/100
#15 of 35 in LLM operations
#16
Humanloop
humanloop.com
Humanloop has joined Anthropic and is sunsetting its platform.
LLM operations
bots in✓ llms.txt
65/100
#16 of 35 in LLM operations
#17
Langfuse
langfuse.com
Traces, evaluates, and monitors language model applications in production with observability and prompt management.
LLM operations
bots in✓ llms.txt
65/100
#17 of 35 in LLM operations
#18
Securiti GPT
securiti.ai
Discovers, classifies, and governs sensitive data across hybrid cloud environments to enable safe AI and compliance.
LLM operations
bots partly✓ llms.txt
62/100
#18 of 35 in LLM operations
#19
Braintrust
braintrust.dev
Observability platform that traces agent execution, evaluates outputs, and discovers production patterns to improve quality.
LLM operations
bots partly✓ llms.txt
61/100
#19 of 35 in LLM operations
#20
Maven AGI
mavenagi.com
Builds AI agents that handle customer service conversations across voice, chat, and ticketing systems while maintaining data security.
LLM operations
bots in✓ llms.txt
61/100
#20 of 35 in LLM operations
#21
Pave
pave.com
Manages compensation planning and benchmarking with agentic workflows that automate salary, equity, and benefits decisions.
LLM operations
bots in✓ llms.txt
61/100
#21 of 35 in LLM operations
#22
Recall AI
recall.ai
Provides APIs and SDKs to record video calls, extract transcripts, and capture meeting metadata.
LLM operations
bots in✓ llms.txt
61/100
#22 of 35 in LLM operations
#23
Helicone
helicone.ai
Routes, debugs, and analyzes LLM API calls with observability and monitoring.
LLM operations
bots partly✓ llms.txt
56/100
#23 of 35 in LLM operations
#24
Levity Support
levity.ai
Analyzes supply chain emails to identify automation opportunities and runs AI workflows for logistics operations.
LLM operations
bots in✓ llms.txt
55/100
#24 of 35 in LLM operations
#25
Sourcescrub
sourcescrub.com
Crawls private company data and sources to identify, track, and engage investment targets for deal sourcing.
LLM operations
bots in— llms.txt
51/100
#25 of 35 in LLM operations
#26
Baseten
baseten.co
Deploys and serves AI models in production with optimized inference across cloud infrastructure.
LLM operations
bots partly✓ llms.txt
50/100
#26 of 35 in LLM operations
#27
CheckHQ Copilot
checkhq.com
Provides embedded payroll infrastructure and APIs for platforms to build and scale payroll products.
LLM operations
bots in— llms.txt
50/100
#27 of 35 in LLM operations
#28
Motion AI
usemotion.com
Generates project plans, tasks, and meeting notes automatically; schedules work across calendar and team.
LLM operations
bots partly✓ llms.txt
49/100
#28 of 35 in LLM operations
#29
Vibranium Labs
vibraniumlabs.ai
Detects, triages, and resolves incidents using autonomous agents to reduce mean time to resolution.
LLM operations
bots in— llms.txt
48/100
#29 of 35 in LLM operations
#30
OpenPipe
openpipe.ai
No line written yet.
LLM operations
bots in— llms.txt
47/100
#30 of 35 in LLM operations
#31
Patronus
patronus.ai
Generates simulated digital environments and benchmarks for training and evaluating AI agents.
LLM operations
bots in— llms.txt
47/100
#31 of 35 in LLM operations
#32
Freeplay
freeplay.ai
No line written yet.
LLM operations
bots in— llms.txt
41/100
#32 of 35 in LLM operations
#33
Weights & Biases
w-and-b.com
No line written yet.
LLM operations
bots in— llms.txt
41/100
#33 of 35 in LLM operations
#34
Langroid
langroid.com
No line written yet.
LLM operations
bots in— llms.txt
36/100
#34 of 35 in LLM operations
#35
Zeni
zeni.ai
Automates bookkeeping, accounts payable, financial reporting, and month-end close with AI agents and human accountants.
LLM operations
bots partly✓ llms.txt
34/100
#35 of 35 in LLM operations

How to read a row

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Entity 25 · Machine-readable 35 · Retrieval access 20 · Footprint 20

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