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Twenty minutes, on your own material — no slide deck.

Kog Workbench · AI workspace for document-heavy work

For teams buried in documents.

Kog Workbench brings overview, structure and better decision support to processes where information is scattered across databases, regulations, standards, documents, attachments, templates and past projects.

An AI workspace for organisations that need to read, interpret, compare and compile complex information — faster and more consistently than today.

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Use cases

Three ways teams use Workbench.

Pick an industry to see one concrete workflow, end to end.

Your workflow will look different — that is the point.Book a demo
Traceable by design
Every extracted requirement is linked to the document and section it came from.
Your processes
Reusable workflows built around how your team already works.
Built in Sweden
Developed together with Nordic construction and engineering companies, and public-sector organisations.
Illustrative Workbench interface
Recent project
Case 2481 — Renewal

Ready

Illustrative project plan
Gathering
Organizing
Building
Ready
Recent workflow
Requirement extraction

Completed

Case 2481 — Renewal · Updated 2 days ago

Update
Sources processed
5
Requirements extracted
24
Flagged for review
6
Run time
3 min 12 s
Preparing
Generating
Reviewing
Completed

Your projects

AllGatheringBuildingReady
Illustrative project plan
Case 2481 — Renewal

Ready

Illustrative project plan
Case 2477 — Framework

Building

Illustrative project plan
Case 2493 — Supplier review

Gathering

Your workflows

View all →
Requirement extraction

Completed

Tender summary

Completed

Risk review

Preparing

Workbench in practice

From scattered sources to structured material.

  • 01Summarise large volumes of information
  • 02Find and compare relevant information across sources
  • 03Identify requirements, deviations and risks
  • 04Produce structured material and reuse existing knowledge
Scattered sources
  • PDFSource_documents.pdf
  • DOCContract_template.docx
  • XLSRequirements.xlsx
  • PDFPrevious_cases.pdf
  • PDFRegulations.pdf
Structured material
  • Summary of the full document set5 sources · 312 pages
  • 24 requirements identifiedeach linked to its clause
  • 6 risks flaggedmissing approval · unclear scope
  • Review checklistready for internal review

Every output stays linked to the source it came from, so experts can verify instead of re-reading.

Tender summary

Completed

24 extracted items · every result linked to its source

Scope item

The supplier carries responsibility for the full duration of the agreement.

§ 2.1 · Source_documents.pdf

Deliverable

Compliance report submitted two weeks before handover.

§ 3.4 · Requirements.xlsx

Risk flag

Approval route for deviations is not defined in the documents.

§ 5.2 · Regulations.pdf
From raw material to structure
  • UnderstandFast summaries of large material.
  • FindAsk questions, reach the relevant part.
  • CompareRequirements, terms and versions side by side.
  • StructureChecklists and decision support.
  • ReuseBuild on earlier projects and templates.

The same workflow, every run.

Workflows are reusable objects in Workbench — so the result does not depend on who runs them.

The goal is not to replace expert judgement — but to give experts better structure, and more time for the judgement itself.

All23Preparing21Reviewing0Completed2
Workflows · the same four stages every run
Requirement extraction
Run again
PrepareGenerateReviewComplete
Tender summary
Run again
PrepareGenerateReviewComplete
Risk review
View requirements
PrepareGenerateReviewComplete

Not just AI chat. Built for your processes.

General AI tools are excellent for individual tasks. Workbench makes AI part of a structured and reusable way of working.

General AI
  • Ask, analyse and summarise
  • Strong support for individual tasks
  • The result often stays within the individual conversation
KOG Workbench
  • Works with your documents and business context
  • Structures recurring workflows
  • Roles, sources and results stay together
  • Full traceability through the process

The difference begins after the first AI answer.

Where it fits

Document-heavy processes, across roles.

  • Tenders and procurement

    RFPs, supplier documents, requirements and comparison material.
  • Legal and compliance

    Contracts, policies, regulations, obligations and audit material.
  • Technical documentation

    Manuals, specifications, drawings, standards and product documentation.
  • Quality and certification

    ISO material, procedures, evidence, non-conformities and certifications.
  • Project delivery

    Project files, decisions, meeting notes, change requests and handover.
  • Internal knowledge

    Guidelines, templates, previous projects and shared knowledge.
Data handling
Your material stays yours — that is a precondition, not a feature.
Hosted in the EU
Documents and derived data are processed and stored within the EU.
Never used for training
Your material is not used to train models, ours or anyone else’s.
Access per project
Role-based access so teams only see the projects they work on.
Full audit trail
Every run, source and output is logged and traceable afterwards.

Looking for pricing? Talk to Per-Anders.

Ready to see Workbench in practice?

Book a personal demo, tailored to how your organisation works.

Start with one concrete workflow and your own material.

PAPer-Anders will show you how to get started in twenty minutes. –[email protected]