Company lists · Data refreshed October 2026

Top 25 AI agent observability software companies based in the United States

RevenueBase identified 337 AI agent observability software companies headquartered in the United States as of October 2026 and tracks 31,611 professional contacts across them, including 18,143 with verified work emails. San Francisco is the largest hub.

This list covers AI agent observability software companies headquartered in the United States, matched on what each company actually does as described in its own words. Ranked by team size, largest first. Every row shows the company's own description, its RevenueBase Smart Search rating, and when it was last checked. Data refreshed October 1, 2026.

Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase Smart Search, the natural-language company search RevenueBase customers use to build their own targeted lists and unlock verified emails and direct dials at the companies on them. How these lists are built and judged.

How to read this list HQ checked on every row RevenueBase Smart Search rating on every row Refreshed Oct 1, 2026 86% judged on-target in blind review
337Companies
31,611Contacts tracked
18,143Verified emails
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The 25 largest AI agent observability software companies based in the United States

Ranked by team size
Top 25 of 337 AI agent observability software companies based in the United States, ranked by team size, largest first. Data refreshed Oct 1, 2026. RevenueBase Smart Search rates how each company's information relates to AI agent observability software companies: strong evidence (its own description names it), partial (names part of it), indirect (matched on the rest of its profile rather than the description shown). Click a contact count to view that company's people.
#CompanyRevenueBase Smart SearchHeadquartersEmployeesContacts
1Indirect evidenceNew York, NY, United StatesHQ checked Oct 1, 20261,001-5,0009,298 contacts →

Indirect evidence

“Datadog is the essential monitoring platform for cloud applications.”

Source: RevenueBase Database · checked Oct 1, 2026
2Strong evidenceBoston, MA, United StatesHQ checked Oct 1, 20265,001-10,0005,444 contacts →

Strong evidence

“Dynatrace keeps today’s AI-driven world working by advancing observability for today’s digital business.”

Source: RevenueBase Database · checked Oct 1, 2026
3Partial evidenceSan Francisco, CA, United StatesHQ checked Oct 1, 20261,001-5,0002,770 contacts →

Partial evidence

“New Relic arms businesses with the trust and confidence required to thrive in the AI era.”

Source: RevenueBase Database · checked Oct 1, 2026
4Partial evidenceNew York, NY, United StatesHQ checked Oct 1, 20261,001-5,0001,675 contacts →

Partial evidence

“Grafana Labs, the company behind the open observability cloud, is founded on the principles of open source, open standards, open ecosystems, and open culture.”

Source: RevenueBase Database · checked Oct 1, 2026
5Indirect evidenceSanta Barbara, CA, United StatesHQ checked Oct 1, 20261,001-5,0001,241 contacts →

Indirect evidence

“We’re in the midst of an information revolution, and monitoring is at the center of it.”

Source: RevenueBase Database · checked Oct 1, 2026
6Partial evidenceRedwood City, CA, United StatesHQ checked Oct 1, 2026201-500967 contacts →

Partial evidence

“Snorkel AI is the frontier AI data lab, helping teams build the data and environments behind high-performing frontier and agentic AI.”

Source: RevenueBase Database · checked Oct 1, 2026
7Indirect evidenceSan Francisco, CA, United StatesHQ checked Oct 1, 20261,001-5,000933 contacts →

Indirect evidence

“Cisco ThousandEyes empowers organizations to assure every digital experience across every network, everywhere, every time.”

Source: RevenueBase Database · checked Oct 1, 2026
8Partial evidenceSan Francisco, CA, United StatesHQ checked Oct 1, 20261,001-5,000636 contacts →

Partial evidence

“Get unified visibility across any environment and any stack with the Splunk Observability portfolio, supercharged by Splunk AppDynamics (formerly Cisco AppDynamics).”

Source: RevenueBase Database · checked Oct 1, 2026
9Strong evidenceReston, VA, United StatesHQ checked Oct 1, 2026501-1,000575 contacts →

Strong evidence

“ScienceLogic is a leader in AI and Observability, providing modern IT operations with actionable insights to predict and resolve problems faster in a digital, ephemeral world.”

Source: RevenueBase Database · checked Oct 1, 2026
10Strong evidenceBoston, MA, United StatesHQ checked Oct 1, 2026501-1,000566 contacts →

Strong evidence

“Coralogix is a modern observability platform that gives teams real-time insights across systems, security, and AI workloads.”

Source: RevenueBase Database · checked Oct 1, 2026
11Indirect evidenceSanta Clara, CA, United StatesHQ checked Oct 1, 2026501-1,000456 contacts →

Indirect evidence

“Cavisson Systems Inc, having its headquarter in Santa Clara, CA (USA), is a leading provider of performance intelligence platform that ensures exceptional customer experience and…”

Source: RevenueBase Database · checked Oct 1, 2026
12Partial evidenceSan Francisco, CA, United StatesHQ checked Oct 1, 2026201-500414 contacts →

Partial evidence

“Application monitoring software considered "not bad" by millions of developers.”

Source: RevenueBase Database · checked Oct 1, 2026
13Strong evidenceFoster City, CA, United StatesHQ checked Oct 1, 2026201-500404 contacts →

Strong evidence

“Conviva transforms every digital interaction, across apps, websites, and AI agents, into outcome-based intelligence that reveals how experiences truly perform and drive results.”

Source: RevenueBase Database · checked Oct 1, 2026
14Strong evidenceSan Francisco, CA, United StatesHQ checked Oct 1, 202651-200324 contacts →

Strong evidence

“Monte Carlo is the agent trust platform that unifies data and agent observability to monitor, troubleshoot, and improve production AI systems.”

Source: RevenueBase Database · checked Oct 1, 2026
15Strong evidenceSan Francisco, CA, United StatesHQ checked Oct 1, 2026201-500302 contacts →

Strong evidence

“Honeycomb is the observability platform built for the new shape of software.”

Source: RevenueBase Database · checked Oct 1, 2026
16Partial evidenceNew York, NY, United StatesHQ checked Oct 1, 2026201-500256 contacts →

Partial evidence

“Chronosphere, a Palo Alto Networks Company, is the observability platform built for control in the modern, containerized world.”

Source: RevenueBase Database · checked Oct 1, 2026
17Strong evidenceBoston, MA, United StatesHQ checked Oct 1, 2026201-500209 contacts →

Strong evidence

“Lakeside Software is ushering in a new era of proactive IT with SysTrack, the industry's most powerful AI-driven Digital Employee Experience (DEX) platform.”

Source: RevenueBase Database · checked Oct 1, 2026
18Indirect evidencePortland, OR, United StatesHQ checked Oct 1, 2026201-500201 contacts →

Indirect evidence

“Operational intelligence at internet scale.”

Source: RevenueBase Database · checked Oct 1, 2026
19Strong evidenceMenlo Park, CA, United StatesHQ checked Oct 1, 2026201-500176 contacts →

Strong evidence

“Observe by Snowflake is an AI-powered observability platform built natively on the Snowflake AI Data Cloud.”

Source: RevenueBase Database · checked Oct 1, 2026
20Strong evidenceMilpitas, CA, United StatesHQ checked Oct 1, 202651-200154 contacts →

Strong evidence

“cPacket is modernizing network observability for the AI era.”

Source: RevenueBase Database · checked Oct 1, 2026
21Strong evidenceSan Francisco, CA, United StatesHQ checked Oct 1, 2026n/a154 contacts →

Strong evidence

“Build reliable AI agents with monitoring, testing, and replay analytics.”

Source: RevenueBase Database · checked Oct 1, 2026
22Strong evidencePalo Alto, CA, United StatesHQ checked Oct 1, 2026201-500142 contacts →

Strong evidence

“Virtana delivers the deepest and broadest observability platform for hybrid and multi-cloud, with full-stack AI observability that spans applications, services, data pipelines…”

Source: RevenueBase Database · checked Oct 1, 2026
23Strong evidenceSan Francisco, United StatesHQ checked Oct 1, 202651-200117 contacts →

Strong evidence

“Braintrust is the agent observability platform.”

Source: RevenueBase Database · checked Oct 1, 2026
24Strong evidenceSan Francisco, CA, United StatesHQ checked Oct 1, 202651-200112 contacts →

Strong evidence

“AI for prod: Engineering teams at Snowflake, MongoDB, Coinbase, and DoorDash use Resolve AI's agents to run their software, so their engineers can get back to building.”

Source: RevenueBase Database · checked Oct 1, 2026
25Strong evidencePalo Alto, CA, United StatesHQ checked Oct 1, 202651-200100 contacts →

Strong evidence

“Fiddler is the AI Control Plane, the system of trust, for first-party and third-party agents from the creation layer to production.”

Source: RevenueBase Database · checked Oct 1, 2026

Showing 25 of 337 AI agent observability software companies based in the United States

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AI agent observability software companies based in the United States at a glance

As of Oct 1, 2026
57.4%Verified-email coverage
93.8Average contacts per company
1-10Median size (employees)
24.0%Largest-city concentration · San Francisco
Oct 1, 2026Page data refreshed

Companies by employee count

1-10
171
11-50
103
51-200
34
201-500
13
501-1,000
3
1,001-5,000
6
5,001-10,000
2
10001+
4

Email recency for this list is measured worldwide rather than for United States, so it is reported there. Company counts and contact totals on this page are exact for United States, over 337 companies.

How this list was built

Company categories are rarely black and white. RevenueBase reads each company's own description of its business to decide whether it belongs among AI agent observability software companies, so some rows will be adjacent to the category rather than pure plays. The description and RevenueBase Smart Search rating on every row are there so you can check each match yourself.

Source
The RevenueBase company graph: 60 million companies and 398.9 million professional contacts resolved from primary sources, queried with RevenueBase Smart Search, the natural-language company search available to every RevenueBase user.
What qualifies
Companies headquartered in the United States whose own description of what they do matches “AI agent observability software companies”. Matching reads each company's description, not its industry code or its name.
RevenueBase Smart Search
RevenueBase Smart Search is how this list is assembled and how each row is rated. RevenueBase's data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to a category defined in a user's own words. Each row is rated strong evidence (its own description names AI agent observability software companies), partial evidence (it names part of the category) or indirect evidence (the description shown names none of it and the match rests on the rest of the company's profile). The description supporting each rating is quoted on the row.
What we exclude
Companies whose own description does not clearly place them among AI agent observability software companies, and records with no verified work email. Companies headquartered outside United States are excluded even when they keep an office there.
Match quality
In blind human judging of this matching method, 86% of matched companies were on target. Expect roughly 1 in 7 rows to be adjacent to the category rather than a pure play. Every row shows the company's own description and its RevenueBase Smart Search rating so you can judge each match yourself. Read the full methodology: how the lists are built, how the judging worked, and what the figure means.
Ranking
Team size, largest first: companies are ordered by the number of professionals RevenueBase tracks at each one. Employee ranges shown are reported bands, for context.
Verification
Every listed company carries at least one verified work email, 18,143 across the full list. Contacts re-verify on a rolling cadence, and each contact's own verification date is shown inside RevenueBase.
Refresh
This page's figures were pulled from the company graph on October 1, 2026. Lists refresh periodically as the graph is re-checked.
Corrections
Wrong category, wrong headquarters, or a company that has closed? Use “Report an issue” on any row. Reports go to the RevenueBase Data Team and feed back into the company graph.

Frequently asked

What is RevenueBase Smart Search?

RevenueBase Smart Search is how RevenueBase decides which companies belong on this list and how strongly each one fits. Its data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to the category the list is about. Each row is rated strong evidence when the company's own description names AI agent observability software companies, partial evidence when it names part of the category, and indirect evidence when the description shown names none of it and the match rests on the rest of the company's profile.

How many AI agent observability software companies are there based in the United States?

RevenueBase identified 337 AI agent observability software companies headquartered in the United States as of October 2026, matched on each company's own description of what it does rather than its industry code.

What is the largest company on this list?

Datadog, headquartered in New York, tops this list with the largest team on record.

Which city has the most AI agent observability software companies?

San Francisco leads with 81 headquartered companies, followed by New York (29) and Palo Alto (12).

How do I get contact information for these companies?

A free RevenueBase account lets you run this exact search and work the top results, verified emails and direct dials included. Upgrading unlocks all 18,143 verified decision-maker contacts tracked across these 337 companies.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on October 1, 2026.

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About this data

RevenueBase is a B2B data infrastructure company. Its company graph covers 60 million companies and 398.9 million professional contacts, with emails verified on a rolling cadence rather than scraped once and left to decay. These company lists are generated directly from that graph with RevenueBase Smart Search, the same natural-language company search every RevenueBase user has: describe a market in plain words, get the companies that match, and add verified emails and direct dials for the people at them. It is the same data that powers RevenueBase's B2B data products, and a free account includes 500 credits to start. How these lists are built and judged.