Every project has different needs. We choose the smallest set of tools that meets the brief, security needs, and expected use.
We work with models from OpenAI, Anthropic, Google, and Meta. We test the choice on your data and compare quality, cost, speed, and operating terms.
We can process text, audio, and images. We test each input and output against the task.
Want your AI assistant to work with company data, not just the internet? MCP servers connect AI to your systems: CRM, databases, project tools, or APIs.
We limit access to the data and actions the task needs. Sensitive steps can wait for approval, and the system can record each action.
We build web applications mainly in TypeScript with React, Next.js, and Node.js. We store structured data in PostgreSQL. We add other services only when the project needs them.
We mainly use AWS and Vercel for hosting. The setup follows expected use, cost, and upkeep needs.
We review your needs and explain the benefits, cost, and limits of each option.
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