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AI & Automation

Turn manual work into systems that run themselves.

AI agents, private RAG assistants and n8n workflows — built with the best models from OpenAI, Anthropic, Google, DeepSeek, Mistral, Kimi and more.

What we build

Manual work in. Systems that run themselves out.

We look at how your team works today, find the repetitive steps, and replace them with automation and AI that your team actually trusts.

AI agents & assistants

Assistants that answer questions, draft replies, qualify leads and take action inside your tools.

Private RAG knowledge bases

Chat with your own SOPs, policies and documents — with answers that cite their source.

Workflow automation (n8n)

Connect your CRM, email, sheets and apps so repetitive work runs on its own.

Document processing

Read, extract, classify and generate documents — invoices, forms, KYC, contracts and more.

Renewals & reminders

Never miss a due date: automated tracking, reminders and follow-ups for clients and teams.

AI reporting & insights

Automatic summaries and dashboards from your data, delivered to email, Slack or WhatsApp.

How a private RAG assistant works

Your documents. Your answers. Your control.

  1. Step 1

    Collect

    Your SOPs, policies, contracts and FAQs are gathered from drives, email and tools.

  2. Step 2

    Index

    Documents are split and stored in a secure vector database.

  3. Step 3

    Answer

    The right AI model finds the relevant passages and writes the answer.

  4. Step 4

    Cite

    Every answer shows its source, so your team can trust and verify it.

Model-agnostic

The right model for each job — not just the trendy one.

We work across OpenAI, Anthropic Claude, Google Gemini, DeepSeek, Kimi, Mistral, Meta Llama, Qwen and more, choosing for accuracy, speed, cost and privacy. Where it matters, we use business settings where providers don’t train on your data, and we can keep data in your own cloud.

Client under NDA

AI-powered renewals and a private support assistant

Leading brokerage firm
  • AI automation
  • RAG assistant
  • n8n
  • Documents

The challenge

Policy renewals were tracked by hand across spreadsheets, emails and documents, and the internal support team searched through files manually to answer questions.

What we built

We automated the full renewal process with n8n — tracking due dates, sending reminders, and generating and collecting documents. Then we built a private RAG (retrieval-augmented generation) assistant that answers the internal team’s questions from the firm’s own documents, using the best model for each task across OpenAI, Anthropic, DeepSeek, Mistral and Kimi.

The result

Renewals now run on autopilot, documentation is handled automatically, and the support team gets instant, sourced answers instead of digging through files.

Want the full story? We’ll walk you through it privately.

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Let’s talk

Talk to us. We’ll tell you the truth.

Even when it doesn’t help us. Share what you’re building and where you’re stuck — we’ll help you find the smartest path forward.

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