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Following a high-level review of the available CMSs, here are our findings:

Conf Page Call for Papers Tickets Agenda Users Notes
OCS Old, unsupported, requires server installation, not visually customisable, looks like a Win 95 app N Y Y Y N
Indico Demo failed badly, very hard to access, *assumed (couldn't access in demo), **Uses Cern central login, extremely hard to use and unstable Y Y Y Y* Y**
Frab Barebones, still in beta (5 years+), ticketing only via external services Y Y N Y Y
OSEM Fully customisable, single page website design, very modern, fully open (via GitHub), web based (css, yml, md, html), easy to use Y Y Y Y Y
Odoo (Events) Big ERP open source solution, easy setup, self-contained service, professional and modern appearance, full site design, web access, has a SAAS version but we can get a community edition using our own server. Has blog, chat, spreadsheet, event management, e-commerce, POS service (so very powerful!) Y Y Y Y Y
OCW Heavy duty, low documentation, depends on Ruby on Rails, additional features such as external account login (i.e. Facebook), less customisable, more toggleable Y Y Y Y Y

Following this, immediate thoughts are that of the best options, OSEM is the simplest while still being very flexible, OpenConferenceWare is a good mid-level service, but Odoo is the most powerful option, providing us with everything we might need.