We guide AI into daily practice.

Etalia connects Claude to the systems your business already runs (service desk, recruitment, CRM and reporting), builds the agents on top, and trains your team until it sticks. In weeks, not quarters.

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See our work

Our Technology Stack

Built on the Best

We choose each layer for the job: Anthropic Claude first for reasoning and writing, other models where they fit better, vector and document databases for search and memory, and cloud services we host and monitor ourselves. One stack, assembled around your systems.

We pair Claude with the Model Context Protocol (MCP) to give it controlled, secure access to the tools your team already uses. The result is an AI toolkit that acts inside your real systems, not alongside them.

Our work

Projects you can try

GreenEye • AI Vision & Model Operations

From Visual Input to Actionable Output

GreenEye demonstrates what happens when AI vision is applied to a real operational problem: identify a waste item, get immediate disposal guidance, reduce contamination, change behavior at scale. The same pattern (visual input, structured output, habit change) applies across industries wherever decisions currently depend on manual inspection.

Try GreenEye

SCOTUS • Semantic Vector Search

Find What Matters Across Thousands of Documents

Keyword search finds what you typed. Semantic search finds what you meant. We built SCOTUS.etalia.ai on vector database technology that understands legal concepts across centuries of opinions, returning relevant cases even when the terminology doesn't match. The same infrastructure applies wherever your team spends time hunting for information instead of acting on it.

Search SCOTUS

Blog, Et. Al. • GenAI Content Automation

Turn Your Team's Expertise Into Published Output

Your team has knowledge. The bottleneck is turning it into content consistently, at scale, without the time cost. Blog.etalia.ai runs on generative AI that takes raw legal analysis and produces polished, publishable output. The same workflow applies to any team whose daily work produces insight that never makes it out the door.

Read the blog

Custom MCP development, powered by Anthropic Claude

The infrastructure behind your AI toolkit

An opinionated workflow is only as good as the systems it connects to. We build custom Model Context Protocol servers that give Claude controlled access to the tools your team already uses, turning a prompt into a real action inside your CRM, document store, or internal platform. Beyond building, we host and actively manage all deployed services, so your toolkit evolves as Claude evolves and your stack changes, without the maintenance burden falling on your team.

Custom MCP Server Development

Build specialized Model Context Protocol servers that connect Claude to your proprietary tools, databases, and workflows, turning prompts into real actions inside your existing stack.

AI Readiness Audit

We map what your team actually does day-to-day, identify what’s automatable, and surface the 3–5 workflows that will free up the most bandwidth. The audit is where Phase 2 starts.

Vector Search & Retrieval

Transform your document collections into powerful semantic search engines that understand context and meaning beyond simple keywords.

GenAI & RAG Content Automation

Leverage generative AI to produce high-quality, consistent content at scale while maintaining your brand voice and subject matter expertise.

Opinionated Workflow Design

Not a menu of AI capabilities but a short set of specific, tested workflows tied directly to your team’s actual job tasks. Each one a repeatable action, not a capability to explore.

Habit Formation & Activation

Structured onboarding sessions designed to build daily muscle memory, not just awareness. We stay with your team until the workflows are second nature.

AI Governance & Token Budgets

Usage guidelines and a token budget for each team, with spend you can track, so you know which teams use AI, for what, and what it is worth.

Ongoing Optimization

Monthly reviews expand coverage, refine what’s working, and integrate new Claude capabilities as they ship. Your toolkit improves continuously, not just at launch.

Want to talk it through?

Book a free 15-minute call to talk through the systems your team runs, what's blocking it and where AI would help first. Meetings in Swedish or English.

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Where does your AI belong?

Phase 1 is having AI tools. Phase 2 is using them every day. Take the free AI Readiness Check to see where your team sits today. 5 minutes, no commitment.

Take the AI Readiness Check