AI systems engineering · Stockholm / Nordics · Global

AI systems, forged for real work.

We architect and engineer intelligent systems around the way your company actually works — connecting AI, data, documents, software and human judgement into production infrastructure.

AI SystemsAgentsRevitAutoCADBluebeamCAD / BIMDocument IntelligenceAPIsDatabasesCloud
Positioning

AI doesnt need another window. It needs to become part of the system.

Most AI projects start with a tool and go looking for somewhere to put it. Arvanord starts with the work — what enters the workflow, what should come out, who decides, what the rules are, and what happens when something goes wrong. The architecture is engineered after that.

Building information model fragment with services and structure
From workflow map to production system — one engineering discipline.The Forge Method
Selected engineering work

Documentation that has to agree with itself.

Primary, secondary and network drawing sets for a Nordic grid operator, brought into one revision-aware, register-linked structure — every answer naming the drawing and the revision it came from, with approval left where it belongs: with the engineers.

Electrical documentation, rendered as a system
Energy Infrastructure · Energy infrastructure / electrical documentation — Nordic grid
Substation and network documentation turned into revision-aware, machine-readable records for a Nordic grid operator.
One structure
3 set types
Every record
Revision-aware
Extraction
Tag-level
Arvanord systems

Established architectures, adapted to your environment.

Substantial systems with proven architectures — faster to purchase than fully custom engineering, deeper than a tool subscription.

System 01

Company AI OS

A structured internal AI layer: company knowledge, department assistants, shared agents, permissions and approvals — under one architecture.

Company knowledgeAI layerAgentsWorkflowsDepartments
$7,500–$30,000+Available
System 02

AI Sales Engine

From lead to proposal: research, account intelligence, meeting processing, CRM updates and follow-up — engineered as one system.

Lead enters CRMAI researchICP fitAccount briefMeeting
$5,000–$20,000+Available
System 03

AI Document Engine

For organizations that process large volumes of PDFs, contracts, reports, specifications, forms and drawings — with validation, approvals and exceptions handled.

Documents inClassifyExtractValidateHuman approval
$5,000–$30,000+Available
System 04

AI Operations Engine

Requests, documents, email, data entry, task creation, approvals and reporting — coordinated across the systems your operations already run on.

RequestsDocumentsEmailCompany systemsData entry
$7,500–$40,000+Available
System 05

AI Support Engine

Company knowledge, support inbox, ticketing and customer history connected into one system that prepares answers — with humans in control.

TicketClassificationContext retrievalAnswer preparationRouting
$5,000–$25,000+Available
System 06

Engineering Intelligence

Systems that interact with Revit, AutoCAD, Bluebeam, CAD/BIM models, technical drawings and engineering documentation.

Revit / AutoCAD / BluebeamCAD/BIM modelsDrawings & PDFsIFCEngineering rules
Configured per environment and toolchain.Available

An AI agent is not a strategy.

Real transformation happens when intelligence becomes part of the system — connected to the right knowledge, tools, permissions, software, workflows and people. That is the difference between experimenting with AI and engineering with it.

Technical heritage

AI beyond the chat window.

The hardest systems dont live inside a chatbot. They read drawings, touch real software, respect business rules and report to a human when the situation changes.

  • RevitNative integration
  • AutoCADDrawing environments
  • BluebeamMarkup workflows
  • CAD / BIMModels & geometry
  • IFC, DWG, DXFOpen exchange formats
  • 3D modelsGeometry and coordination
  • Technical drawingsSheets, schedules, revisions
  • Engineering calculationsRules, checks, reports
  • Design documentationSpecifications and records
  • Complex engineering workflowsMulti-party, multi-stage
  • DocumentsPDF, Office, drawings
  • DatabasesOperational data
  • APIsBusiness software
  • Business applicationsCRM, ERP, internal tools
Ventilation systems visualisation
The Forge Method

How systems get built here.

Seven stages, from the first workflow map to a system your team operates with confidence.

01
Discover

Understand the company.

02
Map

Map the work exactly as it happens.

03
Architect

Design the system before building it.

04
Forge

Build the production system.

05
Validate

Test against reality, not optimism.

06
Deploy

Introduce the system into the real operational environment.

07
Evolve

Monitor and improve continuously.

Custom AI systems engineering

When the system doesnt exist, we build it.

Some problems cannot be solved by another SaaS subscription. Arvanord engineers custom systems around complex workflows, proprietary knowledge and operational reality — from the first workflow map to production deployment.

Custom engagements typically start from $15,000 / equivalent.

Arvanord Ops

Intelligent systems are never truly finished.

Production AI needs monitoring, model updates, new business rules and evaluation. Arvanord Ops keeps systems alive after deployment.

Plan 01

Maintain

Monitoring, bug fixes, model updates, minor changes, integration maintenance and a monthly review.

$1,500+/moDetails
Plan 02

Evolve

Everything in Maintain, plus new workflow improvements, optimisation, evaluation improvements, additional integrations and a monthly development allocation.

$3,000+/moDetails
Plan 03

AI Department

Arvanord functions as your AI engineering department: architecture, new systems, experimentation, strategy, governance and continuous development.

$5,000+/moDetails
The film

What we do, in one minute.

The explainer: who Arvanord is, the six disciplines behind every system, and the principle that does not move — the system prepares, your people decide.

Forty-two secondsEnglishCaptions available
Questions

Answered plainly.

What does an AI systems engineering company do?
Arvanord engineers intelligent systems around the way a company actually works, connecting AI, data, documents, software and human expertise into production infrastructure. The catalogue runs from eight ready-made systems starting at $790, through six productized systems from $5,000, to custom engineering from $15,000.
What engineering work has Arvanord published?
Documented Nordic engagements, presented with client details anonymised: grid documentation for an electricity network operator, a tender desk for an engineering consultancy, native BIM handoff with an MEP consultancy, drawing production in CAD environments and industrial technical documentation. Measured figures appear only where a client has agreed to publish them.
How much does an Arvanord system cost?
Published starting points are $790 for a ready-made system, $5,000 for a productized system, $15,000 for custom AI systems engineering, and $1,500 per month for Arvanord Ops Maintain. Academy programs cost $65 to $495. Final scope is confirmed before implementation begins.
Where is Arvanord based, and how does contact work?
Arvanord is based in the Nordics, with Stockholm named in its credibility line, and works with clients globally across 4 currencies: USD, EUR, SEK and NOK. System briefs go to systems@arvanord.io, general enquiries to hello@arvanord.io, and an engineer replies typically within one business day.
ARVANORD

What should your company never have to do manually again?

Your company already has the workflow. We build the intelligence around it.