Stop burning cash on manual work.
Start the AI transformation.

We build custom AI agents exclusively for SMBs in the construction industry. We act as your infrastructure-level integration architect, securely connecting your proprietary data to state-of-the-art AI, and we make your teams AI-native in days, not years.

See how we work
Cut design iterations by 80% Evaluate 5x more options No per-seat SaaS pricing
scroll
0%fewer design iterations to reach a successful infrastructure designOBSERVED IN OUR PROJECTS
0xmore options evaluated in the same timeSAME TEAM, SAME BUDGET
0xoutput-value per employee targetBASED ON EARLY AI-ADOPTED INDUSTRIES
0%of an employee's tenure lost to onboarding today6-MONTH RAMP ON A 36-MONTH TENURE
Our mission

Make the 15-to-100-employee construction company AI-native. In days.

We exist to bridge the gap between fast-moving AI technology and slow-adapting legacy industries. We refuse to let specialized construction SMBs, the very backbone of our society, be crushed by giant corporations just because they can't afford a full-time AI team.
Nordic AI mission statement

We are here to empower the overlooked engineers. By cutting the number of design iterations needed to develop a successful infrastructure project by 80%, we allow our partners to evaluate 5 times more options and shift engineering work from data entry toward true engineering criteria and decision-making.

What we stand against

Overhyped software that does not understand your industry.

  • AI hype and probabilistic guessing sold as "transformation".
  • Per-seat SaaS pricing traps and wasteful token spending.
  • Pilots that never reach production because nobody documented the workflow.
  • Giant tech companies pocketing the margins of small businesses.
  • Software logins handed over with no one to call when it fails.
Our values

Pragmatism over hype. Radical ownership and merit. Unwavering availability. We are not the biggest players, so we take you by the hand: we visit your offices, sit with your teams, run workshops and go the extra mile.

The architecture

Your proprietary data, securely connected to state-of-the-art AI. Deterministic, observable, yours.

Infrastructure-levelWe integrate at the architecture layer, not with another chat window. Agents read your IFC models, manuals and procurement data.
DeterministicIntelligent routing assigns the right model to the right task, eliminates hallucinations and stops token cost overruns.
Human on the loopEvery agent proposes, your engineers approve. Nothing changes in your model or your bid without a person saying yes.
How it works

Your journey to become AI native.

Every partner follows the same four steps. Most companies are stuck at the first one.

1Stop

Don't double down on manual processes and data entry that are draining your profits.

Start here2Audit

We map your workflows on-site and make your company ready to become AI native.

3Develop

We build the agents with guaranteed ROI: less risk, max value, easiest integration.

4Harvest

Improve productivity up to 10x per employee and operate as AI native.

Start small, prove the ROI

Services that pay for themselves before the partnership starts.

Low-risk entry points. Each one ends with a document your leadership can act on.

GIFTFREE

The Blueprint

Digital guide · instant download

  • Screenshot-Based Design Roadmap (PDF)
  • Where the cash leaks are in AEC workflows
  • First-principles view of contextual agents
P4POn request

AI Readiness Audit

One day on-site · report in 7 days

  • Journey mapping of current procedures
  • Manual tasks identified and costed
  • ROI roadmap: max value, easiest integration or least risk
Book the Audit
P4P · OSLOOn request

AI Masterclass

In-person seminar for leadership

  • Customized to your software stack
  • Claude, Copilot, Gemini, ChatGPT in practice
  • ContextualMCP integrations live
Book the Masterclass
The core offer

Zero per-seat SaaS traps. Just predictable ROI.

Flat monthly fee by contract, regardless of seats, one-year commitment. We build custom AI agents tailored to your exact operational needs and remove the risk of AI implementation.

Coming with ContextualMCP

Tier 1

On request

flat monthly fee · 1-year

  • Up to 5 ContextualMCP tools from the catalogue
  • Connected to your existing agents
  • No more manual back-and-forth with generic AI
Fast mode

Tier 3

On request

flat monthly fee · 1-year · 1,400+ h of expert work

  • Full ContextualMCP catalogue, unlimited custom tools (max 5 new/month)
  • Up to 5 custom AI agents
  • Priority support and continuous observability
  • Embedded in your daily workflows
  • Full hosting on Nordic AI servers, tokens included
Senior AI developer in-house~1.5M NOK / yearplus recruitment risk and overhead
Agency consultantsup to 3M NOK / year1,200 to 3,000 NOK per hour
Nordic AI partnershipA fraction of both50 to 80% of a senior expert's output, flat rate, no hiring. Book a demo for your quote.

Every partnership is quoted on scope. Book a demo and we will show you the agents running and what your tier would cost.

Book a demo →

Developer cost based on Altinn and EORHQ senior compensation data; agency rates from typical Norwegian billing. Tiers 1 and upsells are not offered in the first year.

The friction costing you bids

The transformation

Your business is suffering from chronic over-budgeting, 16% lifetime onboarding costs, and massive, confusing operational manuals. This leads to turnover, burnout, and the constant fear of making a costly bidding error.

The reality

Don't let your competitor win the next bid. We deploy an automated AI workforce engineered specifically for the Norwegian construction sector that handles the operational grind, instantly reducing overhead. Your team focuses exclusively on critical decision-making.

Book a demo and get a quote
Cost of inaction
AI pilots that never reach production
89–95%
Revenue lost to manual inefficiency
20–30%
Same, after agentic AI
~5%
Small businesses widening the gap with AI
85%

Sources: Atlanta Tech News (pilot failure), APQC benchmarks (inefficiency), Salesforce SMB survey. Inaction costs 280,000 to 600,000 NOK per affected role per year.

A data-driven approach

Adoption is high. Value is rare.

Norway leads Europe in AI adoption, yet most projects never ship. The gap is not the model. It is the undocumented workflow underneath it. Our whole method is built around that finding.

Production gap

89% of AI agent projects never reach production.

89% never ship
89% fail to reach production7% stuck in pilot4% measurable ROI

Projects with predefined success metrics succeed 54% of the time versus 12% without. Sources: IdeaProof AI, Atlanta Tech News, BCG.

Adoption by region

Norway: 45% of companies already use AI.

Norway
45.3%
Ireland
41.7%
France
40.9%
Spain
39.7%
Global average
36.8%

Only 26% of companies have the capabilities to scale beyond pilots. AI leaders achieve 1.5x revenue growth and 1.6x shareholder returns versus peers (BCG 2024).

Market

Agentic AI spend triples by 2029.

$40B$30B$20B$10B20262029 $36.0B Straits$28.4B Mordor$25.4B Fortune$8–10B

Three independent market estimates. Over 85% of SMBs already using AI report improved margins (Salesforce). The competitors bidding against you are in that 85%.

74%of companies cannot move beyond proofs of conceptBCG
20–30%of annual revenue lost to manual inefficiencyAPQC BENCHMARKS
4.5–5 hper employee per week on automatable tasksZAPIER · ASANA
~5%revenue leakage after agentic AI integrationFORWARD-THINKING FIRMS
The ContextualMCP ecosystem

One ladder from free insight to an external AI department.

Our products are designed as a value ladder. Each step solves a real pain and prepares the next.

1 · GiftBlueprint & discovery call

Free. See exactly where you lose money to outdated processes.

2 · Product for prospectsAudit · Masterclass

Low-risk, fixed scope, ends with a roadmap.

3 · Core offerPartnership Tier 2 / Tier 3

Custom agents and tools, flat rate. The transformation itself.

4 · For partnersCatalogue, courses, onboarding

Peer-reviewed agents made by specialized engineers, distributed by Nordic AI.

Catalogue of agents

A marketplace of peer-reviewed contextual agents made by specialized engineers. Engineers turn their workflows into equity; partners get tools that already understand construction.

Build, don't buy

If you can build it, why would you buy it? That question you have, that problem you face, we already had it. Our experience guides your journey.

Hand-holding included

We visit offices, run workshops and guide step by step. Dependability is how a small agency beats the giants.

For individuals

Learn the skills yourself.

Project-based courses for engineers who want to build, and a retro RPG for everyone who wants the intuition first.

vibeifc · agent proposal
Meet the team

Engineers first. We have been where you are.

Hans Navarro
Hans NavarroCEO · Forward Deployment Engineer+47 968 75 193I want to level the ground between small competitors and large corporations.
The early adopter advantage

Want to be the first in your niche to take over the market share?

In a highly competitive construction market where only the best bidding wins, waiting to adopt AI means falling behind tech-forward competitors. Don't let your competitors evaluate 5 times more options than you.

Questions

Frequently asked questions

We've tried AI pilots before and they failed. Why are you different?
We don't sell you a software login and walk away. We make up for not being the biggest players by taking you by the hand. We visit your offices, run workshops, and securely connect state-of-the-art AI to your proprietary data. Our unwavering availability ensures deterministic reliability, eliminating the hallucinations that ruin most pilots.
How do you price your services?
We stand against unpredictable, per-seat SaaS pricing traps and wasteful token spending. Partnerships are a flat monthly fee by contract regardless of seats, with a one-year commitment. We quote each partner after we understand the scope, so book a demo and we will walk you through it. Because of our high-touch model we focus on a limited number of dedicated partners.
Will this replace my engineers?
Absolutely not. Our goal is to handle the operational grind, massive manuals and complex public procurement data. We shift the focus towards 10x productivity, allowing your engineers to focus purely on decision-making and true engineering criteria.
How long does the transformation take?
We turn your specific teams into AI-native powerhouses in days, not years, by focusing on specific operational bottlenecks first. This accelerated timeline comes with a warranty: your teams must be highly organized in their deliverables and closely follow our instructions to successfully adopt the AI-native approach.
What is the true cost of delaying AI adoption?
Managing a typical 6-month onboarding cycle incurs a productivity gap of up to 35%. For an employee with a 36-month tenure, onboarding wastes 16% of their total time at the company. We estimate inaction costs companies between 280,000 and 600,000 NOK annually per affected role.
Why shouldn't we just hire an in-house developer?
A senior developer costs approximately 1.5M NOK annually and agency consultants up to 3M NOK. A junior lacks the architecture skills for complex AI integration. Partnering with us gives you senior-level AI expertise for a fraction of that cost, without recruitment delays or the risk of a bad hire. Book a demo and we will quote your scope.
How do you prevent cost overruns and token waste?
We architect intelligent routing: the right cognitive engine for the right task, so simple tasks never run on over-powered models. We handle regulatory compliance, token optimization and technological drift so you don't have to.