COMPARISON
KoAssist compared.
Six tools working in the same space. Each has its own page saying what it was built for and when it is the better choice than us.
WHY THIS COMPARISON
Choosing is hard because these vendors only look alike at first glance. Some work on master and geometry data, others on documents, others again on the review process. Each of the following pages says what that vendor was built for, including where the answer goes against us.
As of September 2026. Statements about each alternative come from their own public product pages and are linked in the table on each page. Feature sets move fast: if something is out of date, tell us and we will correct it.
THE SINGLE COMPARISONS
Six comparisons, every claim sourced.
- 01KoAssist vs. Microsoft CopilotThe Microsoft tenant against the engineering document base: licence tiers, Graph access and the EU Data Boundary.When Microsoft CopilotWhen the knowledge sits in SharePoint, Teams and Outlook and the licence is in the house anyway.When KoAssistWhen the answer has to name file and page and network drives, Vault or PDM are part of it.
- 02KoAssist vs. amberSearchEnterprise search for the whole company against a specialist tool for one department: connectors, pricing, seat minimums.When amberSearchWhen sales, service and HR search too and more than seventy connectors are needed.When KoAssistWhen the bottleneck sits in engineering and the team stays below fifty people.
- 03KoAssist vs. Leo AITwo assistants for mechanical engineering. Leo generates CAD geometry, KoAssist answers in German from network drives and PDM.When Leo AIWhen the archive lives in Windchill or Teamcenter and CAD starting models should be produced.When KoAssistWhen the documents are German and processing has to demonstrably stay in Europe.
- 04KoAssist vs. CoLabTeam design reviews against looking things up mid-task. The point of contact is the drawing check.When CoLabWhen designs are reviewed with the team and with suppliers and the process for it is missing.When KoAssistWhen the question comes up in the middle of the work and not in a review meeting.
- 05KoAssist vs. CADENASParts master against document base: geometric similarity search against an answer with file and page.When CADENASWhen part variety is the problem: finding duplicates, enforcing reuse, standardising purchased parts.When KoAssistWhen the question hangs on a document and the parts master should not be tidied up first.
- 06KoAssist vs. simus systemsMaster data, costing and work plans against questions put to standards and project files.When simus systemsWhen manufacturing cost is known too late and work plans are still made by hand.When KoAssistWhen time is lost searching and the sources are standards and project files.
