Company BrainLearn more

Most companies stop halfway. Epicube takes you to the finish line.

AI-enabled
adjective [ey-ahy en-ey-buhld]
Agent helps,human executes
AI-native
adjective [ey-ahy ney-tiv]
Agent executes,human verifies
Find your next step today

Free AI Roadmap for your stage + 2 bonus guides.Takes just 30 seconds!

Ten stages to becoming AI native

Throughout our work we’ve observed that companies wanting to create value with AI go through 10 steps on the way to become AI native. We’ve created an AI Value Roadmap, each PDF guide contains concrete steps to take in different parts of the organisation to graduate to the next step.

44%

of CEOs struggle to show how AI delivers financial returns

Gartner, Oct 2026

2.3x

higher shareholder return for the most AI-native companies compared with laggards

BCG, Sep 2026

  1. Curious about AI

    Stage 1

    Realize

  2. Stage 2

    Orient

  3. Stage 3

    Sandbox

  4. Stage 4

    Inspire

  5. Stage 5

    Enable

  6. AI-enabled

    Agents help humans do the work

    Stage 6

    Harvest

  7. Stage 7

    Sober up

  8. Stage 8

    Centralize

  9. Stage 9

    Embed

  10. AI-native company

    Agents do the work.Humans verify and improve

    Stage 10

    Ascend

Free AI Roadmap for your stage + 2 bonus guides.Takes just 30 seconds!

“We went from 2–3 days of engineer time per inquiry to less than an hour of review”

The team behind Epicube built and implemented an AI-enabled tool that automatically matches complex customer inquiries with relevant components from our suppliers. The platform helps our sales team identify stronger product matches and tailored upsell opportunities for each request.

Mathias Bergman, CEO, 5A Distribution
Distributor of electronic components

The partner that helps you put AI to work

We help you navigate the AI landscape, build the right solution, and support your team over time.

EpicubeStock AI toolsIn-house team
AI expertise from day oneYesNoNo
Cutting-edge capabilities and best practicesYesNoNo
Company BrainYesNoNo
Built on your dataYesNoYes
Own infrastructureYesNoYes
EU AI Act compliantYesOn youOn you
Guarantees ROIYesNoNo
Cost modelFixed pricePer seat + top upsSalaries and recruitment
Token costsUsage basedIn the seat price + API usageUsage based

We are AI specialists who support you through your whole AI journey, with implementation, training and compliance

Applications

Implementation

We build agents, workflows and full-stack solutions into how your organisation already runs, wired into the systems your teams use every day. This is where most of a deployment lives.

  • Custom and off-the-shelf agents
  • Workflow automation
  • System integrations
Strategy

Advisory

We map where AI can realistically move margin, and size each opportunity before any build begins. That keeps the later work aimed at a real bottleneck.

  • Bottleneck diagnosis
  • Opportunity sizing
  • Policy and governance
Enablement

Education

Practical training on agents, skills and workflows: what they are genuinely good at, where they break, and how your teams put them to work day to day. Delivered on its own, or alongside a build.

  • Role-based workshops
  • Agents, skills and workflows
  • Hands-on build sessions
Models

Labs

When an off-the-shelf model is not good enough, we tune the model and the harness around it on your own data and tasks. We only do this when it clearly beats what is available off the shelf.

  • Harness tuning
  • Model fine-tuning
  • Evaluation and benchmarking
Infrastructure

Sovereignty

For sensitive work, we run models inside your own boundary rather than a third-party API, so your data and the deployment stay under your control.

  • On-prem and private hosting
  • Secure deployments
  • Access controls
Example deliverables
Connected Company Brain
AI Usage Policy
AI Champion Sprint (2 weeks)
Retriever Fine-Tuned on Your Data
Customer Support Agent
Security and Data Policy Review
Private AI Deployment
AI ROI Dashboard
EU AI Act Readiness Review
Sized AI Opportunity Map
Classroom AI Training
Tender Response Agent
Agent Harness Recommendation
Model Evaluation Benchmark
On-Prem Model Hosting
Invoice Capture Agent
Hands-On Agent Build Day

Frequently asked questions

Still have a question? Ask us directly.

  1. 1What does Epicube do?

    We’re a consultancy that helps companies become AI-native. Our team are engineers who have worked with companies with $4B+ in revenue and deployed AI agents to more than 10,000 users. We work with company leadership to find the blockers that stop them from getting value out of AI, and then help them resolve those blockers. For some companies that means working through cyber security and data questions, for others it means writing evals and fine-tuning models. The goal is always the same: the best possible return on what our clients spend on AI. For our most advanced clients, we also offer a Company Brain that radically improves how well agents perform and how easy they are to maintain.

  2. 2How does a partnership start?

    For companies that qualify, we offer a free 10-hour sprint that shows exactly what you need to do to move closer to being AI-native. It starts with an hour where we get to know the company. Then we hold a workshop with key stakeholders to understand the challenges more deeply. After that we work through the material, and at a final read-out we present the next steps we recommend. The whole sprint is free, but because of our capacity we can only offer it to two companies a month. Book the first hour here.

  3. 3Which companies get value from Epicube?

    We work with teams that want to become more efficient and see that the best way there is to modernise how they operate. Most of our clients have more than €10M in revenue, but that is not a requirement. We believe any company on the way to becoming AI-native can get valuable insights from our team.

  4. 4What if we already have AI expertise in house?

    In 2026 it makes sense for every company to have its own AI expertise. For the more advanced companies, the challenge often moves to cost, return on investment and how to maintain the automations over time. Our own Company Brain is often relevant here, because it is built to address exactly those questions.

  5. 5Are you tied to a specific model or vendor?

    No. We choose the model and the tools for each task, and sometimes the best answer is a tool you can simply buy. When the standard models are not good enough for the job, we can tune one on your own data, and for sensitive work we can run it inside your own environment instead of through an outside service.

  6. 6How do you handle our data and security?

    We always work within the data and security requirements you already have, so the solution fits your policies and not the other way round. In practice that often means hosting in the EU and AI providers with zero data retention, which means nothing you send them is stored on their side.

  7. 7Do you have your own technology?

    Yes. For companies that want to be at the front of AI, we have built our own platform, Epibrain. It works as a company brain: it reads your mail, documents and chat, answers questions with the sources behind each answer, and works inside Claude and ChatGPT. You can use it on its own, or as the knowledge layer under the agents we build for you. It also makes answers more accurate and agents easier to maintain, because the agents’ context grows with the company.

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