We build the AI products your business needs.
Commerit is an AI development company bringing business operators and senior AI engineers together to design, build and support custom software. From customer-facing products to internal tools and operational systems, we turn your requirements into something your team and customers can use every day.
- <2 min
- Per startup assessment, down from 30+ minutes · HBS Club of New York
- ~10,000
- Inbound calls a month answered by the AI front desk · Elevate Finance
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A team that understands the business behind the build.
A useful product starts with understanding the people who will use it, the decisions it needs to support and the work it needs to do. That is why two kinds of people work on every Commerit project.
Business operators
We learn how your company operates and help define what is worth building, looking beyond the initial feature list.
- How your company operates
- What is worth building
- How success is measured
Senior AI engineers
We turn those decisions into working software, from the first prototype through deployment and continued improvement.
- AI capabilities
- Supporting software
- Deployment and support
Led by founder David Bogea, working alongside your team from the early questions through development, deployment and continued improvement.
The questions we answer with you before anything is built
- How will people use the product?
- Where will its information come from?
- What happens when a request falls outside the usual process?
- How will you know it is delivering value?
What we can build with you.
As an AI development company, we design and build the product, the AI behind it and the software around it.
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Custom AI products and applications
Build a product around a specific customer need or business opportunity. We develop the interface, AI capabilities and supporting software together, so users can complete the work the product was designed for.
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Internal tools and decision support
Turn a complex internal process into a tool your team can use consistently. This can include matching and recommendation systems, document review, information retrieval and tools that help employees assess cases using your business criteria.
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AI assistants and agents
Create assistants that understand your information and take agreed actions. They can guide customers through an application, support your employees, qualify a lead or coordinate several steps in a workflow.
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Document and knowledge systems
Make information easier to find, understand and use. We build systems that extract structured data from documents, search approved sources, explain recommendations and send exceptions to the right person.
If your main requirement is connecting AI to software you already use, explore our AI integration services.
What working with Commerit looks like.
From the first conversation to a product your team relies on, you know what happens at each stage.
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Define the product together
You bring the business context. We help turn it into a clear development scope: who the product serves, what it needs to do, which constraints matter and how success will be measured. You do not need to arrive with a complete technical specification.
A clear development scope and a measure of success.
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Test the important assumptions early
We identify the parts of the project that need proving before the full build. That might be whether the AI can interpret your documents, apply your matching criteria or answer questions accurately from your information. We use representative examples from your business to evaluate the approach.
Evidence the approach works on examples from your business.
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Build and prepare it for daily use
We develop the application, connect the required systems and test complete user journeys. Your team helps evaluate the product against the situations it will encounter in practice, including exceptions and cases that require human review.
A product tested against the situations it will meet in practice.
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Keep improving after launch
Once people start using the product, their experience gives us new information. We use that feedback to refine the system, address issues and plan further development as your needs change.
A product that keeps improving as your needs change.
Different businesses. Different products. Work you can examine.
Four products we designed and built, each around one business and its rules.
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An AI matching engine evaluates startup and advisor information in Airtable, then produces ranked recommendations with written explanations.
The system classifies creditor documents, extracts key fields and prepares CRM updates with a review workflow.
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An assistant brings together Dr. Mihail’s articles, videos and other materials so users can find explanations with source references.
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An AI receptionist looks up customer records in Debt Manager, handles routine requests and transfers calls with the relevant context.
Custom development, supported by Commerit Axon.
Commerit Axon is our technology foundation for connecting AI models with business data, tools and workflows.
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It supports the systems we build, while the application, business logic and user experience are developed around your requirements.
We select the AI models and supporting technologies according to the job: the information involved, the quality required, response times, operating costs and the systems the product needs to work with.
Questions about building with us.
What teams usually ask before starting a development project.
Do we need to know exactly what we want to build?
No. You can start with a business problem, a product idea or a process that is becoming difficult to manage. We help clarify the requirements and identify a practical first scope.
Can you work with our existing developers?
Yes. We can work alongside your internal team, with responsibilities agreed around the product, AI functionality, integrations and ongoing support.
Can you develop an existing prototype further?
We can review what you already have and assess the work needed to make it useful in daily operation. That includes its behaviour, underlying software, data connections and remaining development requirements.
Does custom AI development mean training a model from scratch?
Not necessarily. Many projects use existing AI models combined with your information, custom software and business rules. We assess what the product needs before deciding how much model customisation is appropriate.
How do you price the work?
We work on a subscription model with no upfront fees. We define the scope with you and explain the monthly cost before you decide. The subscription depends on what we are building and the ongoing work involved.
Let’s talk about what you want to build.
Tell us about the product you have in mind, the process you want to improve or the problem your team keeps working around. We’ll help you understand what the development would involve and whether Commerit is the right partner.
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