
No demo chatbots, but AI agents that process documents, handle emails, and run complete workflows — connected to your existing systems and accounting platform.
AI has matured over the past few years. Not just for chatbots, but for real agents that execute tasks autonomously: processing invoices, categorizing emails, fetching data from internal systems, proposing decisions and acting on them — with an audit trail and human approval where needed.
We're currently developing a complete AI automation stack for an accounting firm: from incoming invoices via email and webhooks to automated bookings in their accounting software, with a human-in-the-loop for exceptions. We've open-sourced part of that work as the Yuki MCP server. We apply that experience to build similar solutions for other companies.
We don't build AI for the sake of AI. We build solutions that measurably reduce manual work, exactly where your team feels it most:
Multi-skill AI agents that execute tasks autonomously, make decisions, and call tools. Built on modern agent frameworks (Claude Agent SDK, OpenAI Agents) with MCP for tool use.
Integrating Claude, GPT, or open-source models into your existing applications: semantic search on internal data (RAG), smart summaries, classification, generation, or translation.
Automatically parse, categorize, archive, and route incoming PDFs, invoices, contracts, or emails to the right system or person.
Complete pipelines with state machines, policy engines, and human-in-the-loop: from intake to final action, with audit trail and automatic recovery on failure.
Working on a specific workflow you want to automate? Contact us to discuss what's possible.
AI in production takes more than a good prompt. We bring the building blocks that keep it actually running:

We don't build a standalone AI island. The agent integrates with your accounting platform, CRM, ERP, or in-house systems via existing APIs or (where needed) browser automation.





Answers to common questions about AI implementations in business processes.
We'd love to help you figure out which process is best suited for AI automation and how big the impact realistically could be. Schedule a no-obligation sparring session and we'll think through it with you concretely.