Intelligent automation
built into real systems
We design and implement AI-powered automations integrated into digital products and business workflows. Focused on reducing manual work, improving efficiency and enabling smarter decision-making.
Start your projectTechnology & approach
We use AI where it creates real operational value, not for experimentation or hype.
Conversational AI & chatbots
Chatbots of any complexity — from FAQ assistants to advanced agents integrated with your systems.
LLM integrations
OpenAI and Anthropic APIs for intelligent assistants, automation and data processing.
Knowledge & retrieval systems
RAG pipelines, vector databases and structured knowledge layers.
Workflow automation
n8n, Zapier and custom pipelines for reliable process automation.
Document & data processing
Extraction, classification and transformation of structured and unstructured data.
Guardrails around the model
Model output validated field by field, a person confirming before anything is posted, and rules — not the model — doing the arithmetic.
Use cases
AI is most effective when embedded into existing systems and workflows.
Chatbots and assistants
From FAQ bots to assistants connected to your own data and systems
Internal assistants & tools
AI features inside dashboards and platforms
Workflow automation
Removing repetitive tasks and operational bottlenecks
Document processing
Invoices, contracts, forms and reports
Data analysis & insights
Turning raw data into actionable information
Reporting & summarization
Automated summaries, reports and internal documentation
AI features we have shipped
Not demos: each one runs in production, inside products people use every week.
Vadi — accounting SaaS
Receipt and invoice recognition
Mistral OCR reads a photo or PDF, a language model turns the text into JSON that is validated field by field, and the app pre-fills a draft expense — date, number, supplier, total, printed VAT — for the user to check before it is posted.
Read the case studyTEAHOUSE News Bot
AI news editor for a Telegram channel
Collects the week’s fintech news, scores every article 0–100 with a reason against the client’s editorial criteria, writes the digest and makes a cover — the model cites stories by id, so it cannot invent a link, and the editor publishes with one tap.
Read the case studyWeb Studio CRM
AI writing helper inside a CRM
Improves, formalises, shortens or translates notes, call logs and task descriptions on the user’s own API key — Gemini, Claude, GPT or Llama on Groq — with a custom tone prompt and the formatting kept intact.
Read the case studySelected work
Projects we delivered under this service
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