System Architectures

Systems, drawn plainly.

Four architecture examples spanning sales, company infrastructure, documents and customer operations. These are system examples — not client case studies — and are labelled as such everywhere they appear.

System Architecture

AI SALES ENGINE

Research → meeting → CRM → proposal → follow-up.

Lead intake from CRM → automated research and ICP evaluation → account intelligence → preparation brief → meeting processing → needs and objections → CRM synchronisation → next actions → personalised follow-up → proposal generation → pipeline monitoring. Human review sits at the send and proposal checkpoints.

Flow
Lead enters CRMAI researchICP fitAccount briefMeetingTranscript processingCRM updatedFollow-upProposalPipeline monitoring
AI SALES ENGINE interface
sales-engine / pipeline
ARVANORD
14
New
9
Researched
6
Briefed
5
Meeting
3
Proposal
Voss Logistics brief readyAI prepared
Halden Bygg follow-up draftedReview

Interface illustration · CRM APIs · Research pipelines · Transcript processing · Document generation

System Architecture

COMPANY AI OS

Knowledge → agents → departments → workflows → permissions → evaluations.

Company data and knowledge sources → controlled knowledge layer → shared and role-specific agents → department workflows → permission boundaries and approval routing → evaluation and monitoring loop. Configured per organisation; the architecture stays constant.

Flow
Company dataKnowledge layerShared agentsRole agentsDepartment workflowsPermissions & approvalsEvaluations
COMPANY AI OS interface
company-ai-os / assistant
ARVANORD
What is our current approval limit for supplier invoices?
Invoices above SEK 250,000 require approval from the finance director and the responsible department head. Source: Finance Policy v4.2, §6.3.
Finance Policy v4.2Procurement Guidelines

Interface illustration · Knowledge infrastructure · Agent framework · Permissions · Evaluations

System Architecture

DOCUMENT INTELLIGENCE

Documents → extraction → reasoning → structured data → approval → company systems.

Document intake → classification → extraction → validation rules → exception routing to humans → structured output → delivery into ERP, databases and document systems. Confidence thresholds control what proceeds automatically.

Flow
Documents inClassifyExtractValidateException routingStructured dataInto company systems
DOCUMENT INTELLIGENCE interface
document-engine / extraction
ARVANORD
4 fields auto-approved1 routed for review
Document typeService agreement0.98
CounterpartyNordfrakt AB0.97
Term24 months0.96
ValueSEK 1,480,0000.94
RenewalAuto · 60 days0.91
Liability capLow confidence human review0.62

Interface illustration · Document AI · Validation engines · ERP integration · Exception workflows

System Architecture

CUSTOMER OPERATIONS

Request → context → action → human approval → response → reporting.

Request intake across channels → customer and case context retrieval → action preparation → human approval where required → response and resolution → automatic reporting and analytics back into operations.

Flow
Request intakeContext retrievalAction preparationHuman approvalResponseReporting
CUSTOMER OPERATIONS interface
operations-engine / queue
ARVANORD
Customs declaration — shipment 4412Prepared
Supplier dispute — invoice mismatchNeeds approval
Route deviation report — week 38Auto-resolved
New carrier onboardingIn review
12 handled · 2 escalated · 0 overdue

Interface illustration · Omnichannel intake · Context retrieval · Approval routing · Analytics

The drawing set

A system gets described the way a building does.

Section, detail, setting out, plan, revision. Architects and engineers have drawn work this way for a century, because a drawing that survives review is one where every part has a place and every change is visible. System architecture is written to the same standard — and reviewed the same way.

01SectionHow the layers sit on one another, cut vertically.
02DetailWhat a single junction is actually made of.
03Setting outWhere it goes — fixed before anything is built.
04PlanHow the parts connect, and the route through them.
05RevisionWhat changed, and what it replaced.
Related systems

These architectures ship as Arvanord Systems.

Established architectures, configured for your environment — the same shapes, adapted to the way your company actually works.

Next step

Architecture is where every engagement starts.

Discovery, mapping and architecture come before any build — so the system is right before it is fast.