Company lists · Data refreshed September 2026

Top 25 AI model optimization companies based in the United States

RevenueBase identified 1,335 AI model optimization companies headquartered in the United States as of September 2026 and tracks 28,436 professional contacts across them, including 10,349 with verified work emails. New York is the largest hub.

This list covers AI model optimization 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 September 19, 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 Sep 19, 2026 86% judged on-target in blind review
1,335Companies
28,436Contacts tracked
10,349Verified emails
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The 25 largest AI model optimization companies based in the United States

Ranked by team size
Top 25 of 1,335 AI model optimization companies based in the United States, ranked by team size, largest first. Data refreshed Sep 19, 2026. RevenueBase Smart Search rates how each company's information relates to AI model optimization 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
1Partial evidenceSouthfield, MI, United StatesHQ checked Sep 19, 20265,001-10,0005,969 contacts →

Partial evidence

“Altimetrik is an AI-native engineering company that builds systems to power the modern enterprise.”

Source: RevenueBase Database · checked Sep 19, 2026
2Partial evidenceAtlanta, GA, United StatesHQ checked Sep 19, 20261,001-5,0005,116 contacts →

Partial evidence

“Xebia is a global, award-winning, AI-first consulting, software engineering, and training company.”

Source: RevenueBase Database · checked Sep 19, 2026
3Partial evidencePalo Alto, CA, United StatesHQ checked Sep 19, 20261,001-5,0001,045 contacts →

Partial evidence

“All enterprises are racing to adopt AI.”

Source: RevenueBase Database · checked Sep 19, 2026
4Partial evidenceRedwood City, CA, United StatesHQ checked Sep 19, 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 Sep 19, 2026
5Partial evidenceHarrisburg, PA, United StatesHQ checked Sep 19, 2026501-1,000866 contacts →

Partial evidence

“We're here to be your digital marketing growth partner in the AI era.”

Source: RevenueBase Database · checked Sep 19, 2026
6Partial evidenceSunnyvale, CA, United StatesHQ checked Sep 19, 2026501-1,000791 contacts →

Partial evidence

“Cerebras Systems is the world's fastest AI inference.”

Source: RevenueBase Database · checked Sep 19, 2026
7Indirect evidenceNew York, NY, United StatesHQ checked Sep 19, 2026201-500636 contacts →

Indirect evidence

“Techolution is the world’s leading FEA – Full Enterprise Automation specialist.”

Source: RevenueBase Database · checked Sep 19, 2026
8Partial evidenceNew York, NY, United StatesHQ checked Sep 19, 2026201-500590 contacts →

Partial evidence

“Wildnet Technologies - Best Digital Marketing Agency | White Label Services for Growing Agencies | Results-Driven AI SEO Services We don't just run campaigns-we build growth…”

Source: RevenueBase Database · checked Sep 19, 2026
9Partial evidencePalo Alto, CA, United StatesHQ checked Sep 19, 202651-200456 contacts →

Partial evidence

“Inference is the engine that powers AI, and Groq was built from the silicon up to deliver the world's fastest inference at scale.”

Source: RevenueBase Database · checked Sep 19, 2026
10Partial evidenceSan Francisco, CA, United StatesHQ checked Sep 19, 2026201-500434 contacts →

Partial evidence

“Provectus is an AI professional services vendor built to be the most outcomes-centric partner for your AI transformation.”

Source: RevenueBase Database · checked Sep 19, 2026
11Partial evidenceSan Jose, CA, United StatesHQ checked Sep 19, 2026201-500408 contacts →

Partial evidence

“Welcome to SambaNova: Revolutionizing AI Capacity At SambaNova, we're empowering developers, enterprises, governments, and data centers to unlock their full AI potential.”

Source: RevenueBase Database · checked Sep 19, 2026
12Partial evidenceMiami, FL, United StatesHQ checked Sep 19, 2026501-1,000407 contacts →

Partial evidence

AI Digital is an AI-native media consultancy helping agencies and brands navigate today’s fragmented media ecosystem.”

Source: RevenueBase Database · checked Sep 19, 2026
13Partial evidenceNew York City, NY, United StatesHQ checked Sep 19, 2026n/a364 contacts →

Partial evidence

“EAGLE is an AI infrastructure company advancing the state of inference through research in speculative decoding and efficient AI systems.”

Source: RevenueBase Database · checked Sep 19, 2026
14Strong evidenceSan Jose, CA, United StatesHQ checked Sep 19, 2026201-500262 contacts →

Strong evidence

“We help organizations bridge the gap between breakthrough AI research and production-grade deployment, integrating advanced models into complex tech stacks, operationalizing them…”

Source: RevenueBase Database · checked Sep 19, 2026
15Partial evidenceEl Dorado Hills, CA, United StatesHQ checked Sep 19, 2026201-500233 contacts →

Partial evidence

“Blaize is a next-generation AI platform company delivering efficient, scalable inference across edge, data center, and cloud environments.”

Source: RevenueBase Database · checked Sep 19, 2026
16Partial evidenceSanta Clara, CA, United StatesHQ checked Sep 19, 2026201-500228 contacts →

Partial evidence

“d-Matrix is an AI infrastructure company building the next generation of inference computing for the era of generative and agentic AI.”

Source: RevenueBase Database · checked Sep 19, 2026
17Indirect evidenceAldie, VA, United StatesHQ checked Sep 19, 202651-200201 contacts →

Indirect evidence

“At GeakMinds, our mission is to be a leading force in the IT industry by offering enhanced services that drive profitability, foster strong client relationships, and promote…”

Source: RevenueBase Database · checked Sep 19, 2026
18Partial evidenceNew York, NY, United StatesHQ checked Sep 19, 202651-200183 contacts →

Partial evidence

“Incorporated in 2010, AuroIN LLC is a premier digital marketing agency based in World Trade Center, New York, specializing in AI-driven SEO strategies that deliver measurable ROI.”

Source: RevenueBase Database · checked Sep 19, 2026
19Strong evidenceHouston, TX, United StatesHQ checked Sep 19, 202651-200167 contacts →

Strong evidence

“Imubit is the industry leading Closed Loop AI Optimization (AIO) solution for the heavy process industries.”

Source: RevenueBase Database · checked Sep 19, 2026
20Strong evidenceSan Mateo, CA, United StatesHQ checked Sep 19, 202651-200166 contacts →

Strong evidence

“Fireworks is the fastest way to build, tune, and scale AI on open models.”

Source: RevenueBase Database · checked Sep 19, 2026
21Partial evidenceAustin, TX, United StatesHQ checked Sep 19, 2026501-1,000164 contacts →

Partial evidence

“Businesses today face increasing pressure to scale efficiently, cut costs, and stay ahead of the competition, but manual processes, disconnected data, and uncertainty around AI…”

Source: RevenueBase Database · checked Sep 19, 2026
22Partial evidenceChagrin Falls, OH, United StatesHQ checked Sep 19, 202651-200144 contacts →

Partial evidence

“Robots & Pencils is an Applied AI Engineering Partner that builds AI systems designed for enterprise velocity and measurable business impact.”

Source: RevenueBase Database · checked Sep 19, 2026
23Partial evidenceBellevue, WA, United StatesHQ checked Sep 19, 202651-200124 contacts →

Partial evidence

“Agentic AI is fundamentally reshaping the paradigm of AI infrastructure.”

Source: RevenueBase Database · checked Sep 19, 2026
24Indirect evidenceSomerset, NJ, United StatesHQ checked Sep 19, 2026501-1,000118 contacts →

Indirect evidence

“We build, ship, and run production-grade enterprise systems.”

Source: RevenueBase Database · checked Sep 19, 2026
25Partial evidenceNew York, NY, United StatesHQ checked Sep 19, 202651-200110 contacts →

Partial evidence

“Tribe AI is the AI delivery layer for the enterprise.”

Source: RevenueBase Database · checked Sep 19, 2026

Showing 25 of 1,335 AI model optimization companies based in the United States

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AI model optimization companies based in the United States at a glance

As of Sep 19, 2026
36.4%Verified-email coverage
21.3Average contacts per company
1-10Median size (employees)
7.3%Largest-city concentration · New York
Sep 19, 2026Page data refreshed

Companies by employee count

1-10
900
11-50
325
51-200
79
201-500
17
501-1,000
7
1,001-5,000
2
5,001-10,000
2
10001+
2

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 1,335 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 model optimization 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 model optimization 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 model optimization 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 model optimization 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, 10,349 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 September 19, 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 model optimization 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 model optimization companies are there based in the United States?

RevenueBase identified 1,335 AI model optimization companies headquartered in the United States as of September 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?

Altimetrik, headquartered in Southfield, tops this list with the largest team on record.

Which city has the most AI model optimization companies?

New York leads with 97 headquartered companies, followed by San Francisco (71) and Austin (50).

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 10,349 verified decision-maker contacts tracked across these 1,335 companies.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on September 19, 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.