A
ARKAUTONOMOUS REFINERY KNOWLEDGE

Establishing local runtime

AARKAUTONOMOUS REFINERY KNOWLEDGE
MRPL · SMART AUTOMATIONSIH 26117

01 / 10 · ARRIVAL

ARKAUTONOMOUS
REFINERY KNOWLEDGE

Industrial knowledge, contained and made operational.

02 / 10 · SOVEREIGNTY

THE
BOUNDARY

“Sovereignty isn't a setting.
It's the architecture.”
INSIDE ARKCONFIDENTIAL
INDUSTRIAL
INFORMATION
Local files · Local knowledge
LOCAL BOUNDARY
OUTSIDEEXTERNAL
AI SYSTEMS
No cloud account or API key

03 / 10 · MATERIALS

INFORMATION
ENTERS WITH CONTEXT.

ARK’s controlled library accepts the same industrial material used by the workbench.

PDF
DOCUMENTSReports, procedures
and manuals
01
TXTNOTES
CSVDATA
PNGDRAWINGS
JPGPHOTOGRAPHS

SUPPORTED BY THE LIVE MATERIALS PIPELINE · PDF · TXT · CSV · PNG · JPG · JPEG

04 / 10 · LOCAL KNOWLEDGE

FROM MATERIAL
TO RETRIEVAL.

Selectable text and scanned pages move through the repository’s real extraction and retrieval path.

  1. 01MATERIALLocal upload
  2. 02EXTRACTIONText or OCR
  3. 03DECOMPOSITIONPage records
  4. 04KNOWLEDGEWorkspace scoped
  5. 05RETRIEVALRelevant evidence

05 / 10 · GROUNDED ANSWERS

EVERY CLAIM CAN
RETURN TO EVIDENCE.

When workspace sources are enabled, ARK’s Assistant preserves the path from response to extracted page.

QUESTIONAsk against approved workspace material.
ARK ANSWER
SOURCE REFERENCES

Reference pattern · actual citations appear only after local retrieval.

06 / 10 · INTELLIGENCE / AGENT

WORK HAPPENS
IN VISIBLE STEPS.

The running workflow records progress events while local models and tools complete the task.

01PLAN02READ03RETRIEVE04ANALYZE05GENERATE06VERIFY
A
LOCAL TASK ROUTINGChecking installed models

Qwen general and coding routes · SmolVLM vision route

07 / 10 · DELIVERABLES

KNOWLEDGE BECOMES
REVIEWABLE WORK.

ARK produces editable review packs and verified fixed-purpose utilities through the existing workflow engine.

TASK↓ANALYSIS↓DELIVERABLE
WWORDApproval note
XEXCELFindings register
PPOWERPOINTInspection briefing
{ }CODEVerified utility

08 / 10 · HUMAN CONTROL

THE FINAL DECISION
STAYS WITH PEOPLE.

Generated work enters the application’s real review queue. Supervisors analyze, approve, or return it with a note.

  1. 01GENERATEDraft produced
  2. 02VERIFYChecks recorded
  3. 03HUMAN REVIEWSupervisor gate
  4. 04FINAL OUTPUTAfter decision
◇

Human review required. ARK never claims autonomous approval.

09 / 10 · SOVEREIGN ARCHITECTURE

THE SYSTEM
STAYS LOCAL.

A workstation architecture joins the authenticated workbench to local models, knowledge, tools, and files.

USER↓ARK WORKBENCH↓
LOCAL AGENTLOCAL MODELLOCAL KNOWLEDGELOCAL TOOLSLOCAL FILES
CONTACTING LOCAL SERVICERuntime status comes from this workstation.

10 / 10 · THE WORKBENCH

ENTER THE
WORKING SYSTEM.

Continue to secure local access.

ARK LOCAL ONLY

YOUR PRIVATE WORK

My workspaces

▱Industrial knowledgeMaterials · answers · deliverables
▱Inspection reviewEvidence · workflow · approval
01SCROLL TO REVEAL
AARKAUTONOMOUS REFINERY KNOWLEDGE

SOVEREIGN INDUSTRIAL WORKBENCH

Confidential work
stays on this machine.

Read internal material, draft approval packs and verify small utilities with local AI models.

01 Local models02 Private workspaces03 Reviewable outputs
Local service ready / SIH 26117
MRPL · SMART AUTOMATIONPROTOTYPE

SECURE LOCAL ACCESS

User portal

Sign in to your private workspaces.

No cloud account or API key.
Your account and work stay on this computer.

Local prototype · Application-level account separation

NEW PROJECT SPACE

New workspace

Keep one project’s materials, answers and deliverables together.

CONFIRM REMOVAL

Delete item?

This removes its materials, answers, workflow history and generated files.

EXTRACTED EVIDENCE

Source document

QUICK GUIDE

Complete a task in four steps

Everything below runs through the local workbench.

  1. 1
    Create or open a workspace

    Each workspace keeps one project’s material, answers and outputs together.

  2. 2
    Add and read materials

    Use OCR for scans, then check extracted text against the original page.

  3. 3
    Ask with workspace sources

    Enable source mode to ground the response and open page references.

  4. 4
    Run a workflow

    Create an editable review pack or generate and verify a small utility.

LOCAL ACCOUNT

Account & display

Compact workspace layout

Reduce spacing to show more information on screen.

This display choice is saved only in this browser.

ADMINISTRATION

Users and roles

Change which portal each local account can use. Your own Administrator role is protected.

User Own workspacesSupervisor Read-only team reviewAdministrator All access and role management