As enterprises race to embed AI into their operations, finance groups discover themselves caught in a paradox: they should transfer quicker than ever to assist enterprise development, but 75% of their time is consumed by guide knowledge manipulation and spreadsheet upkeep. This bottleneck has intensified as corporations scale, with the standard CFO’s workplace drowning in disconnected methods spanning ERPs, billing platforms, CRMs, and knowledge warehouses that refuse to talk to one another. Conventional finance software program forces groups to decide on between inflexible automation that may’t adapt to enterprise wants or guide flexibility that doesn’t scale previous a sure headcount. Concourse addresses this hole by deploying enterprise-grade AI brokers that join on to an organization’s current monetary stack, automating complicated evaluation whereas displaying their work by transparency panels that floor the underlying SQL and Python logic behind each calculation. Groups utilizing Concourse lower guide work by over 75% and produce 6x extra evaluation than earlier than, producing presentation-ready studies in minutes fairly than days. With the latest acquisition of Cambrean and basic availability launch, Concourse is extending capabilities beforehand out there solely to Fortune 500 enterprises to finance groups of any measurement.
AlleyWatch sat down with Concourse CEO and Cofounder Matthieu Hafemeister to study extra in regards to the enterprise, the longer term plans, and up to date funding spherical that brings complete funding raised to $27M, and far, far more…
Who had been your buyers and the way a lot did you increase?
We raised $12M in a Collection A spherical. The spherical was led by Normal Capital with participation from a16z, CRV, and Y Combinator. We had been additionally fortunate to have an unbelievable group of angel buyers be part of, together with SV Angel, Ritual Capital, and several other world-class CFOs and operators from corporations like OpenAI, Vercel, Cursor, Carta, 1Password, and Brex.
Inform us in regards to the services or products that Concourse provides.
Concourse supplies enterprise-grade AI brokers purpose-built for finance groups. As a substitute of forcing groups to decide on between inflexible software program automation or the guide flexibility of a spreadsheet, our brokers join on to your monetary stack. This contains ERPs like NetSuite and QuickBooks, billing methods like Stripe, and knowledge warehouses like Snowflake. Utilizing pure language, finance groups can automate complicated evaluation, generate presentation-ready studies (PPT, PDF, Phrase), and carry out cross-system knowledge retrieval in minutes fairly than days.
The most important hurdle for AI in finance is belief. We resolve that by displaying our work. Our transparency panel lays out the underlying SQL and Python, giving groups a transparent audit path to allow them to confirm the logic and belief the numbers.
What impressed the beginning of Concourse?
The thought was born out of an issue that was deeply private to my cofounder, Ted Michaels, and me. Whereas scaling Jeeves from the early days to a $2.1B international unicorn startup, we noticed firsthand the immense complexity finance groups face as they develop. We had been managing dozens of financial institution accounts and knowledge scattered globally. Even with a world-class workforce, you finally hit a ceiling the place extra folks and extra spreadsheets simply can’t match the velocity of the enterprise. We realized there was a large hole between the flexibleness groups want and the automation conventional software program options present. We noticed LLMs because the bridge to lastly let finance groups deal with driving the enterprise ahead as a substitute of being slowed down by guide knowledge manipulation.
How is Concourse completely different?
Concourse isn’t one other instrument for finance workforce members and isn’t attempting to drive you right into a painful knowledge migration. As a substitute, we act as an clever agent layer that integrates seamlessly along with your current stack. This structure permits for true cross-system reasoning. Not like a single-tool AI, Concourse can pull from Stripe and Snowflake concurrently to elucidate the “why” behind income adjustments, not simply the “what.” We additionally resolve the belief concern inherent in AI by ditching the black-box method. Our transparency panel surfaces the uncooked SQL and Python logic behind each calculation, offering a transparent audit path so you possibly can confirm the work. As a result of our brokers are benchmarked particularly for monetary accuracy and compliance, they ship a degree of reliability {that a} base LLMs can’t match.
What market does Concourse goal and the way large is it?
We at the moment serve the workplace of the CFO at each scale. Our AI brokers are already deployed inside Fortune 500 corporations like Palo Alto Networks, unicorns like Entrance, and high-growth manufacturers like Tecovas. Previously, you actually solely noticed this degree of tech inside huge corporations with enormous budgets and lengthy implementation occasions. With our latest launch, we’re altering that, and we’re placing those self same enterprise-grade brokers into the arms of any finance workforce, no matter their measurement. By opening basic availability, any finance workforce can now get began totally free and join their core knowledge sources in minutes. We’re successfully bridging the hole between the complicated wants of a big enterprise and the velocity required by a startup.
What’s your online business mannequin?
To assist groups of all sizes, we’ve moved to a hybrid mannequin that balances a quick self-serve expertise for small corporations with our established partnership and forward-deployed mannequin for bigger organizations. Early-stage finance groups can now get began totally free, connecting knowledge sources like QuickBooks, Ramp, Stripe, or in about 5 minutes. For groups able to scale, we provide clear, usage-based plans, together with a Starter and a Skilled plan, each of which embrace a 7-day free trial so you possibly can see the impression earlier than committing. For enterprise corporations operating on NetSuite, Snowflake, or SAP, we proceed to supply customized, high-touch assist. This contains deeper integrations and the rigorous safety and compliance requirements, akin to SOC 2 Kind II certification and SAML/SSO assist, that Fortune 500 clients require. We additionally construct customized brokers for these enterprises and assist prepare their groups with prompting and extra to assist them transition into the AI and agentic world.
How are you getting ready for a possible financial slowdown?
In a tightening economic system, finance groups are below extra strain than ever to do extra with much less. Concourse is constructed for this precise setting. Our platform permits groups to 10x their capability, automate over 75% of their time at the moment spent on guide work. On the identical time, finance groups want to reply quicker and be extra versatile than ever, and brokers are an effective way to provide them that additional capability and velocity. We aren’t simply an effectivity instrument. We additionally assist corporations uncover income leakage and catch million-dollar expense errors, offering speedy ROI when budgets are below scrutiny.
What was the funding course of like?
The method was actually about discovering companions who understood our imaginative and prescient and acknowledged the apparent, rising demand for it. We had robust indicators during the last 12 months with 19x income development and a 13x improve in our buyer base. When you possibly can level to that sort of product-market match and logos like Palo Alto Networks, Entrance, and Tecovas, the dialog strikes shortly.
Partnering with Normal Capital—who has deep YC roots like Concourse—was a pure match as a result of Dalton, Paul, and the remainder of the workforce noticed that we had already confirmed these brokers ship actual worth inside massive enterprises. They share our perception that AI isn’t nearly making workflows barely higher, however that it’s a few elementary shift in what finance groups can obtain. Now that we’ve constructed for essentially the most complicated workflows within the Fortune 500, we’re prepared for this subsequent part.
What are the most important challenges that you simply confronted whereas elevating capital?
The most important problem within the present market is slicing by the AI noise. Each firm claims to have AI brokers now. We needed to show that our brokers are able to deep integration into complicated, enterprise-level knowledge stacks. We let the info communicate for itself—our buyer retention and the amount of research our customers are producing.
What components about your online business led your buyers to put in writing the verify?
Our buyers noticed we weren’t simply pitching a imaginative and prescient, however we had the numbers to again it up. We confirmed proof that our brokers had been already fixing complicated issues for enormous corporations whereas we had been nonetheless behind a closed waitlist. Normal Capital understood that we’ve constructed one thing that delivers worth instantly. Dalton and Paul acknowledged that the majority finance groups are determined for automation that really works, and so they noticed that we’ve the background from Jeeves and the technical basis to truly construct the AI brokers they want.
What are the milestones you propose to realize within the subsequent six months?
We’re centered on transferring the 1000’s of corporations on our waitlist onto our new self-serve plans. We need to take the five-minute onboarding expertise we constructed for QuickBooks and Ramp and develop it to incorporate extra complicated ERP and CRM integrations. By making the setup for these deeper methods simply as quick, we are able to guarantee any finance workforce is ready to plug of their knowledge and deploy brokers shortly and simply.
What recommendation are you able to supply corporations in New York that don’t have a recent injection of capital within the financial institution?
Deal with practicality. Prospects, particularly in finance, solely care about what saves them time or makes them cash at present. Construct slender options for painful issues. If you happen to can show 10x worth for a selected workflow, finally the capital will comply with.
The place do you see the corporate going now over the close to time period?
If a CFO is considering AI brokers, we wish Concourse to be the primary platform they contemplate due to our belief and confirmed impression at scale.
