ai.method v1 · online src: adeprimo/ai last updated: 2026-04-19 case.ostersund_ai → prod
curiosity capability.

// method
A three-step path from shared understanding → proof of concept → integrated capability.

We help organisations move from understanding AI to using it as a natural part of everyday operations.

Ch. 01 · the problem

Most AI projects stall before they deliver value.

We've seen demos that dazzle and fail to ship. We'd rather build the opposite.

  • 01no shared language. teams talk past each other — executives hear hype, engineers hear noise.
  • 02model-first, not problem-first. starting with a model looking for a use case ends in museum-piece demos.
  • 03no integration runway. the PoC ships, the org isn't ready, the tool rots.
  • 04no ownership. no one inside the company knows how to extend, tune, or govern what was built.
Ch. 02 · the method

Three steps, honestly executed.

› 01 · foundation

Build understanding inside the org.

Lectures, workshops, tailored training. We raise the floor of shared knowledge: what AI is, what it isn't, and where it can make a real difference for you. A shared language is the prerequisite to everything after.

duration1–2 weeks
outputshared vocab + roadmap
audienceexec → IC
› 02 · proof of concept

Prove the value with a PoC.

One focused challenge. Collaborative sprints. A working prototype that shows real potential — not a slide deck pretending to be one. Built on your actual data, inside your actual workflow.

duration4–8 weeks
outputworking MVP + metrics
teamstrat · design · eng
› 03 · capability

Scale and integrate.

From process automation to custom tools. We integrate what works into daily operations, supported by the right infrastructure, governance and mindset — so your team can extend it without us.

durationongoing
outputintegrated capability
handoverfull ownership
Ch. 03 · in production

Östersund AI — a city rethinking public service.

We partnered with Östersund municipality to build an assistant that helps residents find information, services and people faster. A concrete example of AI moving from pilot to everyday tool.

6wk
idea → live
24/7
citizen access
1st
municipal launch
ostersund-ai — live session
vart ansöker jag om bygglov?
Här är stegen:
1. Logga in på e-tjänsten för bygglov
2. Välj typ av åtgärd
3. Ladda upp ritningar + situationsplan

Behöver du hjälp med ritningar? →
ja
Jag kopplar dig till bygglovsenheten på Östersunds kommun. De svarar normalt inom 2 arbetsdagar.

› let's talk

Curious about your first step?

No pressure, no sales pitch. Just an honest conversation about your challenges and where AI might actually help.