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Carbon Reviews & Product Details

Carbon Overview

What is Carbon?

Carbon is the fastest way to connect external data to LLMs, no matter the source. Our universal retrieval engine allows Large Language Models (LLMs) to search for relevant content across multimedia file formats, websites, and 15+ data sources, including Dropbox, Google Drive, OneDrive, GMail, and Notion. We're purpose-built for multi-tenant use cases, and our software development kits (SDKs) simplify access controls, file synchronization, and third-party authentication, requiring minimal effort from developers. Carbon enables businesses to easily and safely integrate state-of-the-art semantic search and question-answering capabilities into their applications, knowledge bases, websites, chatbots, agents, or support helpdesks at an affordable price.

Carbon Details
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Carbon Community
Languages Supported
English
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Product Description

The universal retrieval engine for LLMs to access unstructured data from any source.


Seller Details
Seller
Carbon
HQ Location
N/A
Twitter
@carbon__ai
831 Twitter followers
Description

Carbon is an innovative technology company that specializes in developing advanced artificial intelligence solutions for various industries. Their platform leverages machine learning and data analytics to enhance decision-making processes and optimize operations. With a focus on sustainability and efficiency, Carbon aims to empower businesses to harness the power of AI for improved performance and reduced environmental impact. For more information, visit their website at https://carbon.ai.


Derek T.
DT
Overview Provided by:

Recent Carbon Reviews

Jeremy C.
JC
Jeremy C.Small-Business (50 or fewer emp.)
5.0 out of 5
"A Leader in Data Connector Software"
In terms of quality, they’re a leader in this space. Every time we’ve used it, it’s been fast and accurate, and only slight delays during midday ho...
HK
Hannah k.Small-Business (50 or fewer emp.)
5.0 out of 5
"Smart solution to early-stage startups"
They’re addressing a solution that many startup founders would need help facing, and I think their product can be applied far beyond just with AI c...
EZ
Emily Z.Mid-Market (51-1000 emp.)
5.0 out of 5
"Integrated well"
They integrated very well with our existing systems and we were able to use them to the fullest extent.
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2 people requested security information

Carbon Media

Carbon Demo - Build RAG Applications on Your User Data.
Carbon has pre-built connectors to ingest unstructured data from any source (Google Drive, Notion, SharePoint, Slack) and load it to any destination.
Carbon Demo - Unified API
Manage your content seamlessly with a single API library: upload, retrieve, and create embeddings for documents, and run hybrid search.
Carbon Demo - Purpose Built for Generative AI
Our SDK enables you to integrate GenAI functionality into your app, powered by continuously synced data for each connector and user account.
Carbon Demo - Leverage Unstructured Data at Scale
Carbon's LLM model-agnostic data pipeline seamlessly scales alongside your application.
Carbon Demo - Full control over your data
Carbon is SOC 2 Type II and GDPR compliant and can be fully managed or self-hosted.
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Have you used Carbon before?
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27 Carbon Reviews

4.9 out of 5
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27 Carbon Reviews
4.9 out of 5
27 Carbon Reviews
4.9 out of 5

Carbon Pros and Cons

How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Cons

Overall Review Sentiment for CarbonQuestion

Time to Implement
<1 day
>12 months
Return on Investment
<6 months
48+ months
Ease of Setup
0 (Difficult)
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GF
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Carbon?

So one thing to understand is that the core of our AI model is long-term memory, which is comprised of conversations, documents, websites, and any external knowledge over time. The problem arises only when it comes to keeping the uploads of existing data and syncing of external knowledge robust and up-to-date.

We were evaluating building in-house solutions based on Langchain, but it was a lot harder than we initially thought. There were bursts of workloads during ad-hoc times, upload speed was not reliable, and the setting up of an entire system was very time-consuming. What we like most about Carbon is kind of like this one-stop-shop for all of our data-connection concerns, at a reliable speed and a reasonable cost. Review collected by and hosted on G2.com.

What do you dislike about Carbon?

Something we were hoping to see them implement in the future is more transparency and options in their pricing plans. I think that the clients that Carbon targets will be in many different situations and would like some flexibility in their pricing options for both good and bad times. I think if they published their prices online, it would attract a lot more businesses to give them a try. Review collected by and hosted on G2.com.

What problems is Carbon solving and how is that benefiting you?

I think the best analogy here is in a restaurant. For us to create a strong AI model for our clients, there’s of course the chef (our design team) who tailors it to the needs of our customers, but equally important are all of the prep staff that ensure that the ingredients are best-sourced and ready to cook. Carbon is like that critical element of ensuring that our data is accurate and reliable for to train our LLM, and has played a critical role in providing us a solution that saves us valuable time to focus on our product, as opposed to having to painstakingly develop one ourselves. Just to give an idea of what we have used them for, they have accelerated our integration timelines by using their Javascript SDK for user authentication, and Webhooks system, and created a unified API library to access content for synced files. Review collected by and hosted on G2.com.

SF
Software Dev
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Carbon?

They’re such a simple company yet so effective and solve such a big problem. At first glance, they’re responsible for connecting the external data to train AI, and you’re like why can’t companies just do that themselves. Well the thing is that for many of these new AI companies, making a significant investment for engineers to develop connections to so many sources of external data is expensive and very risky especially if they’re cash strapped. Why would you spend months and massive amounts of money to set one up yourself when you can reach out to Carbon and they can handle it for you? Even if you do set one up in-house, you might have to spend more to update it to all of the new programs that roll out from time to time. Kind of a no-brainer for me. Review collected by and hosted on G2.com.

What do you dislike about Carbon?

Carbon’s downside is that the pricing is against you if your company has few customers using your product, but high usage per customer because of how their plans work. Its designed for companies that have many customers but low usage per, which means that they’re missing out on a chunk of the market. Review collected by and hosted on G2.com.

What problems is Carbon solving and how is that benefiting you?

Carbon has solved our logistical issue of setting up a system that reliably and efficiently connects training data for LLMs, making it a much more affordable option for emerging companies. I think they also have SOC Type II Compliance, which is a nice bonus for our peace of mind when using their programs. Review collected by and hosted on G2.com.

AN
CTO
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Carbon?

They emerged during a time when AI has been more prevalent than ever, and their mission to accelerate that process by allowing their customers to focus solely on the AI design by handling the data connector and training piece has probably made a significant impact on the industry that people might not realize. Review collected by and hosted on G2.com.

What do you dislike about Carbon?

So while their slack-based support is nice, we’re more of a traditional company that prefers the “old-school” method of a phone call. Having text support is nice, but we wish there were resources for direct contact with their company for that human component. Review collected by and hosted on G2.com.

What problems is Carbon solving and how is that benefiting you?

The main use case for carbon is that integration and management of data sources for AI. With their support, we have been able to train our models accurately and reliably, and focus on the customer-facing side of our models. We have been able to attend more sales calls, product design meetings, and spend more time on user feedback. Review collected by and hosted on G2.com.

AR
engineer
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Carbon?

As cliche as it might be, I think I like their team the most. From what I’ve seen, they are a relatively small but exceptional group of individuals who have made faster progress than probably an entire division at a larger company. They have rolled out updates several times a week, started bugfixing any issues we found within minutes, and have a great attitude growing and improving. Review collected by and hosted on G2.com.

What do you dislike about Carbon?

I wish they provided a course of some sort to train our team on how to use their product. There’s a certain onboarding learning curve if you don’t have any technical experience, and I think if they offered some module as a guide for maybe a product manager, it could save our developers more time. Review collected by and hosted on G2.com.

What problems is Carbon solving and how is that benefiting you?

Carbon creates value in the data connector piece of AI companies. To train our model, we need data, and oftentimes it is difficult to get ahold of that data on a larger scale, especially if there are different sources. Developing a whole system is not only expensive to set up, but also to maintain as new programs are rolled out every so often. For a company to specialize in handling that connection piece is genius, and I think they have a lot of room to grow as they help more and more AI companies. Review collected by and hosted on G2.com.

Xiang L.
XL
Pm
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Carbon?

So we were one of the early adopters of Carbon which may be a bias since it is likely the reason why our favourite part of their company is their responsive support network. In the beginning, there were several bugs and issues with their tools, but each time we pointed them out in the Slack channel, a member of their team would respond almost immediately (even at 2am once!) and the issue would be resolved the same day. I don’t know if the other companies have had the same experience with this customer experience, but we are very satisfied with ours. Review collected by and hosted on G2.com.

What do you dislike about Carbon?

The one thing I might point out is that oftentimes there might be some processing delays throughout the day probably during periods where they are experiencing some more demand. I would suggest that they come up with a long-term solution to address this as they take on more clients. Review collected by and hosted on G2.com.

What problems is Carbon solving and how is that benefiting you?

So we have over 50,000 users using our product for AI assistant, and the issue is that we needed to set them up in a way that could integrate Google Drive and Notion into our retrieval pipeline. They were able to provide us that, a web-scraper (2,500 pages from URLs or sitemaps), manage scheduled re-syncs, and handle Javascript-heavy websites. It was incredibly cost-efficient and has saved us a large chunk of time each week. Review collected by and hosted on G2.com.

DW
Associate Product Manager
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Carbon?

The best part about working with Carbon is likely their constant innovation and adaptation. Several times a week, my team would receive updates form them on new features and programs, and the various different integrations that the offer. Additionally, they are very responsive and accommodate special requests all the time, such as that one day where we had more usage than usual and needed a character limit extension. Review collected by and hosted on G2.com.

What do you dislike about Carbon?

When we first got set up, it was a bit more confusing since our team didn’t all have a strong technical understanding. It took a while to get used to all of the features and fully deploy their product to improve our AI chatbot. Review collected by and hosted on G2.com.

What problems is Carbon solving and how is that benefiting you?

They were solving our backend processes through their data integration platforms and made it a very simple and streamlined process compared to the other companies we spoke to. It has allowed us to focus on the design aspect of our product as opposed to the technical side. Review collected by and hosted on G2.com.

CS
CEO
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Carbon?

My favourite part is probably the diverse and flexible amount of programs that Carbon is able to provide us to train our model. For instance, at first, we were using the common webscraping tools for GDrive and OneDrive, but eventually, we unexpectedly had some applications with Notion and Slack as well, but Carbon already had those set up when we needed them. If we have new programs, we usually just send them a message and they are probably happy to set that up for the other companies as well. Review collected by and hosted on G2.com.

What do you dislike about Carbon?

I wish there was some sort of document that compiles all of the available features that Carbon has to offer so that we know what we can and cannot use them for. They also send us a lot of updates which can sometimes be hard to keep track of, so maybe some sort of organized system for that would help as well. Review collected by and hosted on G2.com.

What problems is Carbon solving and how is that benefiting you?

I agree with the other reviews on here in that the main value creation is in the time and money that it saves us. It’s more affordable than setting one up ourselves, and has allowed us to spend our time on the client-facing aspect. Review collected by and hosted on G2.com.

PA
Senior PM
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Carbon?

Our favourite part about Carbon was probably how convenient their solution is. When creating our LLM, we tried creating a data connector system ourselves, but it’s a bit more tricky than we had initially thought, mainly because of the sheer amount of programs we would have to set up to be compatible with (not to mention it’s probably going to change over time), and that we were a relatively new startup and didn’t have much cash to spare. But when they reached out to us, their product was very streamlined since it integrated all of those programs that we used into one common API and all we needed to do was have our product manager use their portal and spend a week on how to use all of the features with the help of their support team and our developer. Review collected by and hosted on G2.com.

What do you dislike about Carbon?

It’s only been a few months so nothing yet. Everything has been going smoothly. Review collected by and hosted on G2.com.

What problems is Carbon solving and how is that benefiting you?

I think Carbon is kind of stepping in as that efficient and affordable service that can help us AI startups get started with building our models without having to worry about the data. I agree with the review by Geneva in that they’re kind of like the prep staff since they handle a lot of the backend so that we can focus on the front end. In our early stages, we have saved so much time and have been able to set up a lot more sales calls with leads, rather than have to organize our developers to try and somehow build this ourselves. Review collected by and hosted on G2.com.

HS
CTO
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Carbon?

Something that I think really distinguishes Carbon from the other companies out there is that they will customize their programs to your requests. Each time we messaged them about the feedback we have received from our users, their team always adjusts accordingly and develop new API and UX improvements that improve our business and our customer experience. I feel that even if we suggested for them to develop an integration for a new program, they would probably do it within a few weeks. Review collected by and hosted on G2.com.

What do you dislike about Carbon?

I wish that they published the fact that they allow free trials on their website. We were initially wary to try it because we didn’t want to pay for something that we might not use, but they offered a trial period, which I think they would probably get a lot more potential customers if businesses knew about that. Review collected by and hosted on G2.com.

What problems is Carbon solving and how is that benefiting you?

We have mainly been using Carbon for our cloud chatbot web scraping. Since there are several training sources, building a system that integrates all of them gets pretty complicated and sucks up the important time that we need for momentum at our company. But they have provided us a solution that saves us money in both the short and very likely the long-run (we foresee using more program). Review collected by and hosted on G2.com.

ST
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Carbon?

Contrary to some of the other reviews on here, my favourite part about Carbon is probably their pricing. They charge based on the content processed than the number of connectors, which was beneficial for us since we had many customers but each customer doesn't have too high of a usage. The most important part for our company was having a data connector that was affordable, and it was a lot cheaper to have Carbon handle all of that than having to set up that system ourselves. I think that might also be their strategy, which is to create value in providing a more affordable option in that piece of using external data to train LLMs. We’ve saved many multiples of what we spent according to our estimates. Review collected by and hosted on G2.com.

What do you dislike about Carbon?

One thing I do think they can do better at is having a more clear support system. By that I mean I wish there was some sort of page that they had where they could answer common questions (FAQs maybe?) without our team having to send them a message each time. Review collected by and hosted on G2.com.

What problems is Carbon solving and how is that benefiting you?

I think Carbon is really solving the problem for us small AI businesses that will need a way to train our LLM’s, but may not have the full financial capacity to do so since most of us are cash-starved startups. They offer a straightforward and affordable solution for that connection, which is much cheaper than hiring an entire team of engineers to set that up within the organization. Review collected by and hosted on G2.com.