The closest alternatives to Collective[i] are Zoho. Collective[i] generates $25.5M in revenue with 98 employees. Every one of the 20 alternatives below is compared with Collective[i] on revenue, funding, customers, team size and founding year.
Collective[i] is pinned as the first column so every figure is read against it. Blank cells are figures we have not verified, never zeros.
| Company | ![Collective[i] logo](/company-logo?d=collectivei.com&p=https%3A%2F%2Fstorage.getlatka.com%2Fimages%2Fcollectivei.com.png&f=0){kind=small} Collective[i]This company |  Zoho |  Guidance Solutions Inc |  Bidgely |  Infrrd | Bidgely | Infrrd | Bidgely | Infrrd |  Camu |
|---|---|---|---|---|---|---|---|---|---|---|
| Revenue | $25.5M | $1.5B | $25.5M | $25.5M | $25.5M | $25.5M | $25.5M | $25.5M | $25.5M | $25.5M |
| Valuation | $382.5M | Not disclosed | Not disclosed | Not disclosed | Not disclosed | Not disclosed | Not disclosed | Not disclosed | Not disclosed | Not disclosed |
| Funding raised | Not disclosed | $7.3M | $2.3M | Not disclosed | Not disclosed | Not disclosed | Not disclosed | Not disclosed | Not disclosed | Not disclosed |
| Customers | 200 | 250K | Not disclosed | Not disclosed | Not disclosed | Not disclosed | Not disclosed | Not disclosed | Not disclosed | Not disclosed |
| Team size | 98 | 24K | 151 | 232 | 232 | 232 | 232 | 232 | 232 | 232 |
| Founded | 2008 | 1996 | 1993 | 2011 | 2016 | 2011 | 2016 | 2011 | 2016 | 2013 |
| HQ | New York, United States | India | United States | United States | United States | United States | United States | United States | United States | India |
India · AI & Machine Learning Operationalization (MLOps) Software
Zoho Corporation is a software company that provides cloud-based business management and productivity solutions. Zoho's product suite includes applications for CRM, email and collaboration, project management, finance…
United States · AI & Machine Learning Operationalization (MLOps) Software
Internet Guidance Solutions provide you with a wide range of customizable internet and intranet solutions tailored to the specific needs.
Guidance Solutions Inc revenue & fundingCollective[i] vs Guidance Solutions Inc
United States · AI & Machine Learning Operationalization (MLOps) Software
Bidgely is the indispensable innovation partner for UtilityAI. Bidgely’s patented disaggregation technology unlocks opportunities for utilities to optimize shareholder value, personalize customer engagement, and…
United States · AI & Machine Learning Operationalization (MLOps) Software
Infrrd is an award-winning AI firm focused on applying machine learning to improving business processes. The company’s platform employs next-generation AI capabilities to help enterprises transform their businesses…
United States · AI & Machine Learning Operationalization (MLOps) Software
Bidgely is the indispensable innovation partner for UtilityAI. Bidgely’s patented disaggregation technology unlocks opportunities for utilities to optimize shareholder value, personalize customer engagement, and…
United States · AI & Machine Learning Operationalization (MLOps) Software
Infrrd is an award-winning AI firm focused on applying machine learning to improving business processes. The company’s platform employs next-generation AI capabilities to help enterprises transform their businesses…
United States · AI & Machine Learning Operationalization (MLOps) Software
Bidgely is the indispensable innovation partner for UtilityAI. Bidgely’s patented disaggregation technology unlocks opportunities for utilities to optimize shareholder value, personalize customer engagement, and…
United States · AI & Machine Learning Operationalization (MLOps) Software
Infrrd is an award-winning AI firm focused on applying machine learning to improving business processes. The company’s platform employs next-generation AI capabilities to help enterprises transform their businesses…
India · AI & Machine Learning Operationalization (MLOps) Software
Camu is a product from Octoze Technologies, a company based in Chennai, India offering business solutions for education. Camu is an enterprise-scale campus management solution developed on the latest open-source…
Sweden · AI & Machine Learning Operationalization (MLOps) Software
Developer of an e-contract platform for digital contracts. The company's platform handles the entire contract lifecycle, from creation, collaboration, negotiation and signing to analytics, data export, maintenance and…
United States · AI & Machine Learning Operationalization (MLOps) Software
ANB Systems is a leading software provider for the energy industry. Established in 1997, we build and customize state-of-the-art software solutions for demand-side management operations and retail energy services. At…
ANB Systems, LLC. revenue & fundingCollective[i] vs ANB Systems, LLC.
United States · AI & Machine Learning Operationalization (MLOps) Software
ANB Systems is a leading software provider for the energy industry. Established in 1997, we build and customize state-of-the-art software solutions for demand-side management operations and retail energy services. At…
ANB Systems, LLC. revenue & fundingCollective[i] vs ANB Systems, LLC.
United States · AI & Machine Learning Operationalization (MLOps) Software
DevX is the leading provider of technology news and insights for developers, technologists, and innovators.
United States · AI & Machine Learning Operationalization (MLOps) Software
The company primarily operates in the Software industry. Opensymmetry was founded in 2004 and is headquartered in Austin, TX. Similar Companies include GoodData, RingDNA, and Solinea among others.
United States · AI & Machine Learning Operationalization (MLOps) Software
The company primarily operates in the Software industry. Opensymmetry was founded in 2004 and is headquartered in Austin, TX. Similar Companies include GoodData, RingDNA, and Solinea among others.
United States · AI & Machine Learning Operationalization (MLOps) Software
Socotra is owned by a company called "Socotra Technology, Inc.," which is based in San Francisco, California, USA. Socotra Technology, Inc. is a software company that provides a cloud-based platform for insurance…
United States · AI & Machine Learning Operationalization (MLOps) Software
Socotra is owned by a company called "Socotra Technology, Inc.," which is based in San Francisco, California, USA. Socotra Technology, Inc. is a software company that provides a cloud-based platform for insurance…
United States · AI & Machine Learning Operationalization (MLOps) Software
Socotra is owned by a company called "Socotra Technology, Inc.," which is based in San Francisco, California, USA. Socotra Technology, Inc. is a software company that provides a cloud-based platform for insurance…
United States · AI & Machine Learning Operationalization (MLOps) Software
Developer of an artificial intelligence powered anonymous career development platform designed to help millennials to find a career. The company's platform compares user's skills and unique career history to millions of…
United States · AI & Machine Learning Operationalization (MLOps) Software
Developer of an artificial intelligence powered anonymous career development platform designed to help millennials to find a career. The company's platform compares user's skills and unique career history to millions of…
Messer did not name direct competitors to Collective[i] by name during the interview. He referenced Bombora and similar intent data providers as a contrast to Collective[i]'s proprietary dataset, noting that Collective[i]'s data comes from observing live seller and buyer interactions rather than purchasing third-party intent signals. These characterizations reflect Messer's framing and are not confirmed figures or statements from those companies.
Messer also referenced Waze as an analogy for the network model, Zoom and Seamless as examples of contact data providers that Collective[i] replaces with free contacts, and ChatGPT and OpenAI as contemporaries in the neural net AI space. He noted that OpenAI has been operating for nearly a decade and that Collective[i] started at roughly the same time as the broader neural net AI wave.
Collective[i] ranks #295 of 5,498 AI & Machine Learning Operationalization (MLOps) Software companies by annual revenue, putting it in the top 5% of the market.
Customers Collective[i] has named publicly in interviews, filings and case studies.
The closest alternatives to Collective[i] are Zoho. This page compares each of them with Collective[i] on revenue, funding, customers and team size.
Zoho is the closest alternative to Collective[i], generating $1.5B in revenue. Which alternative fits best depends on budget and company size, so compare all 20 alternatives above before choosing.
Collective[i] generates $25.5M in revenue.
Collective[i] has 200 customers.
No. Zoho generates $1.5B in revenue versus $25.5M at Collective[i].
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