duration
1–2 weeks
ai.methodv1.0 · shared understanding → PoC → capabilityonline
srcadeprimo/ai
last push2026 · 04 · 24
caseai-locals → prodlive
Curiositycapability.
Three steps: get aligned, build something real, integrate it. We help teams stop talking about AI and actually use it.
ai.method v1.0foundation → PoC → capabilityLive case: AI-Locals ÖstersundCuriosity → capability
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 — tools that ship quietly and get used every day.
01
No shared language.
Teams talk past each other — executives hear hype, engineers hear noise. Alignment is the cheapest tool you can buy.
02
Model-first, not problem-first.
Starting with a model looking for a use case ends in museum-piece demos. Start with the work that needs doing.
03
No integration runway.
The PoC ships, the org isn't ready, the tool rots. Integration is a design problem, not a handover.
04
No ownership.
No one inside the company knows how to extend, tune, or govern what was built. We leave teams that can keep going.
Ch. 02 · the method
Three steps, honestly executed.
› 01 · foundation
Build understanding inside the org.
Workshops and training, tailored to your team. We level the playing field on what AI is, what it isn't, and what it could realistically do for you. Skip this and the rest gets fuzzy.
› 02 · proof of concept
Prove the value with a PoC.
One focused challenge. Collaborative sprints. A working prototype on your actual data, inside your actual workflow — not a slide deck pretending to be one.
› 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.
Ch. 03 · in production
AI-Locals Östersund — a destination rethinking how visitors find the city.
Together with Destination Östersund we built an AI guide — five characters, GPT-4o, scraped local content — that helps visitors and locals find what to do, see, eat. Live at ostersund.ai.
ai-localslive session
›
Vad kan jag göra i Östersund ikväll?
↳
Tre tips för ikväll:
1. Konsert på Storsjöteatern · 19:30
2. Live-musik på Captain Cook · från 21:00
3. Stjärnskådning vid Frösön — varmt klätt
Vill du ha lunchtips till imorgon? →
›
Ja
↳
I centrum: Bistro Sju (lokala råvaror), Brewhouse (klassisk lunch), Café Centrum (snabbt). Boka Sju en dag i förväg — populärt på fredagar.
Ch. 03b · also in production
AI@Work — 20 minutes from curiosity to capability.
Interactive courses with chatbots, quizzes and real scenarios. Two tracks: 'Use AI at work' and 'Protect against AI threats'. 200 kr per completed course, 100% to charity.
20min
100%
2
ai-at-workcourse preview
Ch. 04 · the stack
What we actually build with.
Foundation
Workshops
C-suite, team & IC-level formats. Tailored, not off-the-shelf.
Foundation
Audits
Written report with the awkward bits named.
Foundation
Literacy
Shared vocab, prompt craft, evaluation basics for non-tech teams.
Foundation
Roadmap
Opportunity map ranked by value × feasibility × risk.
PoC
LLM apps
Chat, retrieval, summarisation, classification — your data.
PoC
Agents
Task-focused agents inside Slack, Teams, email, portals.
PoC
Voice
Speech-to-action for field teams, inspectors, first-line support.
PoC
Vision
Document and image pipelines — extraction, QA, routing.
Capability
Integrations
LLM / RAG inside existing CMS, CRM, ERP, case systems.
Capability
Automation
Back-office flows that save hours, not minutes.
Capability
Governance
Policy, eval, red-teaming, model lifecycle ownership.
Capability
Training
Team upskilling so the tool extends without us.
Curious about your first step?
No pressure, no sales pitch. Just an honest conversation about your challenges and where AI might actually help.