Select a name to see it on the map. Open a profile to see every fact and source.
What the source marks mean Each mark shows what kind of source backs a fact. Open the fact to read the source, the date it was checked and any conditions.
The provider's own documentation supports this fact, for the product, plan and date stated.
The provider says this, for example on a marketing page. Read the linked source and its conditions before you rely on it. ETHORITY's assessment, based on the linked sources.
An independent source supports this one fact, within the scope stated. Check the other facts separately. Figures marked 'Scenario' are calculated from stated assumptions. Results measured in practice are shown separately.
BL Bloomfire Bloomfire · Product
Selected Bloomfire is a knowledge-management platform whose Synapse AI answers from connected content with pre-response permission filtering and confidence levels, plus 'Self-Healing Knowledge' workflows flagging duplicate or outdated content.
Custom, 'based on your … ○ Conditions apply – open for details Not used for training ○ Conditions apply – open for details BL Bloomfire
Bloomfire · Product
Facts, sources and conditions Bloomfire is a knowledge-management platform whose Synapse AI answers from connected content with pre-response permission filtering and confidence levels, plus 'Self-Healing Knowledge' workflows flagging duplicate or outdated content.
The conversational-AI page describes confidence levels and permission filtering before responses. https://bloomfire.com/kms/conversational-ai/.
Where it sits on the map · 1 · 1 Knowledge base management with AI Q&A and content-health governance
Derived from product, Synapse and enterprise search pages.
Custom, 'based on your organization's size and needs'
Blog (https://bloomfire.com/blog/best-knowledge-base-software/): 'no published tiered pricing'.
Not used for training
Quote: 'Bloomfire never trains on your company data.' Not addressed on data-security or Synapse pages.
'connects to hundreds of enterprise systems'; named: SharePoint, Google Drive, Salesforce, Microsoft Teams, Confluence, Slack (surface); Universal Connector Framework for custom connectors; MCP to general-purpose AI tools; embeddable code snippet
Named connectors from https://bloomfire.com/platform/ai-enterprise-search/; MCP from Synapse page. No exact count.
SOC 2 Type II (attestation; auditor not named); ISO 27001 not pursued ('SOC 2 as our single security compliance program going forward', 2022)
Not third-party verified.
AI answers draw only from connected/approved content; hallucination detection claimed but method not described
No explicit provider-stated limitations on product, Synapse, search or security pages. Blog lists own con: 'Can be a significant investment for smaller organizations.'
DR Dropbox Dash Dropbox · Product
According to Dropbox: “Dash searches across apps like OneDrive, Notion, and Gmail—finding files, images, or videos fast with AI-powered universal search.”
Per user per month ● Conditions apply – open for details US only ● Conditions apply – open for details DR Dropbox Dash
Dropbox · Product
Facts, sources and conditions According to Dropbox: “Dash searches across apps like OneDrive, Notion, and Gmail—finding files, images, or videos fast with AI-powered universal search.”
Where it sits on the map · 1 · 1 AI universal search and chat across connected work apps
Derived from plans page and connector help article.
Per user per month (yearly or monthly billing)
Business plan yearly only. Possible future per-member item limit with 30 days' notice.
Dash for Teams USD 15/user/month yearly or USD 19 monthly; Dash for Business USD 35/user/month yearly only; 50% off for Dropbox Standard/Advanced/Business/Business Plus customers
Unit: USD Only USD shown; no EUR prices on page.
No: Dash data stored only in the US; no option for storage outside the US; EU transfers under SCCs and EU-U.S. Data Privacy Framework
Dash Security Whitepaper v2026.3 specifies US-only data storage; confirm the region for your account.
Only with opt-in
Quote: 'We will not build generative AI models using your content without consent.' Whitepaper: usage/interaction data may improve Dash (opt-out available); de-identified Q&A snippets may be manually reviewed; LLM partners 'don't train on or retain your data beyond their contractual retention window'. Plans page phrased without the consent qualifier.
25 apps: 16 personal (Airtable, Asana, GitHub, Gmail, Google Calendar, HubSpot, Lucid, Microsoft 365, OneDrive personal, Outlook, Miro, Monday, Notion, Smartsheet, Zendesk, Zoom) + 9 admin team apps (Confluence, Dropbox, Gong, Google Drive, Jira, OneDrive, Microsoft Teams, Slack, Workday)
Connector count follows the names listed in the source.
SOC 2 Type II (Security criteria) attestation for Dash; ISO/IEC 27001 certificate for Dash (scope not stated); auditor/issuer not named
Security page (https://dash.dropbox.com/security) mentions SOC 2 Type II but not ISO 27001. GDPR/CCPA/DPF on security page are laws/frameworks, not certifications. Not verified on issuer site.
US-only storage; content exclusions only for Google Drive and Microsoft 365; multiple profiles per app not supported; sync takes minutes to several days; no access to local files or browser history; some apps use team-wide permissions; automated policy fixes can take hours
Combined with Dash Security Whitepaper V2026.3.
EL Elastic Workplace Search Elastic · Product
Elastic workplace search across all your tools, which teams combine with generative AI to build their own Slackbots, website portals and mobile employee experiences.
Usage-based · monthly ○ Conditions apply – open for details EU regions selectable ● Conditions apply – open for details EL Elastic Workplace Search
Elastic · Product
Facts, sources and conditions Elastic workplace search across all your tools, which teams combine with generative AI to build their own Slackbots, website portals and mobile employee experiences.
Where the provider's own sources disagree The provider’s own sources say different things here. The solution page still promotes Workplace Search with a trial, while the 15 April 2025 provider announcement says standalone App Search and Workplace Search are deprecated in 9.0, available in 8.x and supported for 27 months after the end-of-life announcement. Confirm the supported version and migration plan. https://www.elastic.co/blog/search-for-enterprise-serverless
Where it sits on the map · 1 · 1 Build-your-own enterprise search across workplace sources on Elasticsearch
Derived from solution page; standalone Workplace Search product deprecated, capability continues via Elasticsearch connectors.
Elastic Cloud Hosted: monthly, usage-based by instance type and subscription tier (Standard, Gold, Platinum, Enterprise); self-managed and Serverless priced separately
No Workplace Search-specific price; solution page only 'Contact sales'.
Elastic Cloud Hosted 'as low as' USD 99 (Standard), 114 (Gold), 131 (Platinum), 184 (Enterprise) per month for 120 GB storage / 2 zones base configuration
Unit: USD Platform price, not a per-user search licence. Tier required for document level security not named.
Customer selects deployment region; European Cloud Hosted regions: AWS Frankfurt, Zurich, Stockholm, Milan, Ireland, London, Paris; Azure Ireland, Netherlands, Paris, London; GCP Finland, Belgium, London, Frankfurt, Netherlands, Paris; or self-managed on-prem
Trust FAQ (https://www.elastic.co/trust/faq): Elastic Inference Service requests 'are routed to the nearest available region', which may differ from deployment region.
Not used for training
Quote: 'Elastic does not use your data to train its AI models.' Built-in models: 'Customer data is never used to train, validate, or fine-tune these models.' Customer-configured third-party LLMs governed by customer's agreement with that provider.
25 named connectors plus customised connector: Azure Blob Storage, Box, Confluence, Dropbox, GitHub, Gmail, Google Cloud Storage, Google Drive, Jira, Microsoft SQL, MongoDB, MySQL, Network drive, OneDrive, Oracle, Outlook, PostgreSQL, S3, Salesforce, ServiceNow, SharePoint Online, SharePoint Server, Slack, Teams, Zoom
Count derived from listed logos (26 entries incl. 'Customized connector'). Self-managed connectors and APIs for custom on-prem sources.
Listed: ISO/IEC 27001, 27017, 27018; SOC 2 and SOC 3 (attestations); CSA STAR; PCI DSS; TISAX; FedRAMP High/Moderate; Cyber Essentials Plus; IRAP; scope and auditor not named on trust page
Confirm Cloud Hosted versus Serverless certificate scope. HIPAA is a law.
Standalone Workplace Search deprecated in 9.0; connector document level security is beta ('provided as-is with no warranties', not under GA support SLA); Workplace Search uses its own separate permissions system
Deprecation from https://www.elastic.co/blog/search-for-enterprise-serverless.
IN innoGPT innoGPT · Platform
innoGPT is a German multi-model AI workspace offering 50+ models (GPT, Claude, Gemini, Mistral) with automatic 'Smart Select' routing, AWS Frankfurt hosting and SharePoint/Drive knowledge search.
Per user per month ○ Conditions apply – open for details EU (AWS Frankfurt) ○ Sources disagree – open for details IN innoGPT
innoGPT · Platform
Facts, sources and conditions innoGPT is a German multi-model AI workspace offering 50+ models (GPT, Claude, Gemini, Mistral) with automatic 'Smart Select' routing, AWS Frankfurt hosting and SharePoint/Drive knowledge search.
The model list and SharePoint/Drive integrations are described on separate provider pages. https://www.innogpt.de/en/models https://www.innogpt.de/en/integrations.
Where it sits on the map · 1 · 1 Multi-model GenAI chat workspace with company knowledge connectors
Derived from homepage, pricing and integrations pages.
Per user per month (Business, Business Max, § 203 licence); Enterprise custom with paid pilot; add-ons per month, per generation or per token
Yearly billing gives one month free. Premium model usage weighted by model; top-ups EUR 5 to 1,000 one-time.
Business EUR 25/user/month; Business Max EUR 109/user/month; § 203 licence EUR 25/user/month (min. 20 licences, on request); Enterprise custom, 3-month pilot from EUR 8,500; PII filter add-on from EUR 69/month
Unit: EUR Prices excl. VAT. Page metadata also mentions a Personal plan from EUR 19, details not shown.
EU hosting; AWS Frankfurt named for data; '(most) AI models are hosted in Europe'; models page tags each model EU or 'Global'; § 203 plan lists 'EU hosting in Berlin'
Where the provider's own sources disagree The provider’s own sources say different things here. CONTRADICTION/ambiguity: pricing page § 203 plan says 'EU hosting in Berlin' while footer and security page name AWS Frankfurt. Models page (https://www.innogpt.de/en/models) tags several models 'Global' (e.g. gemini-3-pro-preview, sonar-pro, llama-4-maverick) without defining location. Trust centre (https://trust.innogpt.de) states no hosting region.
Not used for training
Quote: 'Neither we nor our technology partners (like Microsoft) ever use your inputs or the generated outputs to train AI models.' Pricing page: 'No data used for model training'; § 203 plan: 'Contractual guarantee: no model training on your data.'
'1,000+' integrations; named: Google Drive, SharePoint, OneDrive, Notion, Confluence, Slack, Microsoft Teams, Salesforce, HubSpot, Jira, Zapier, Linear, Asana, Airtable, GitHub, Monday; native MCP support; Custom Actions via OpenAPI spec; OpenAI-compatible API
Where the provider's own sources disagree The provider’s own sources say different things here. Count '1,000+' stated; integrations page also says '+ 1,000 more integrations available' beneath 16 logos (wording inconsistency). Mechanism behind the 1,000+ figure not described.
ISO/IEC 27001:2022 (stated as certified); scope and certification body not named
Homepage says 'Independently audited information security management' without naming auditor. Not third-party verified. GDPR listed alongside is a law, not a certification.
Only '(most)' AI models hosted in Europe; Custom Actions not available in free chat (assistants/agents only); Workflows marked 'soon'; trial limited to standard models and not § 203 compliant; one account per provider and user for integrations; SCIM provisioning 'in Arbeit'
Trial limits from https://www.innogpt.de/en/pricing; integration account limit from https://docs.innogpt.de/de/articles/5584558-integrationen; SCIM from https://docs.innogpt.de/de/articles/3370697-nutzerverwaltung-mitglieder-rollen-berechtigungen; '(most)' from security page.
Logicc is a browser-based multi-model AI workspace (OpenAI, Anthropic, Google, Mistral) for regulated industries, storing chats and files on Hetzner servers in Germany and offering § 203 StGB agreements.
Per user/mo or annual ● Conditions apply – open for details DE storage · EU models ○ Conditions apply – open for details Facts, sources and conditions Logicc is a browser-based multi-model AI workspace (OpenAI, Anthropic, Google, Mistral) for regulated industries, storing chats and files on Hetzner servers in Germany and offering § 203 StGB agreements.
Model availability and the agreement concerning §203 StGB are described on separate provider pages; confirm the applicable contractual scope. https://www.logicc.com/en/platform/models https://www.logicc.com/en/pricing-plans.
Where it sits on the map · 1 · 1 Secure multi-model AI chat and document analysis for teams
Derived from platform and pricing pages.
Per user per month (annual or monthly billing); Enterprise custom
Fair monthly usage budget per organisation that grows with team size. Monthly term, auto-renews.
Business EUR 29.90 (EUR 23.92 annual); Secure+ EUR 49.90 (EUR 39.92 annual); Max EUR 89.90 (EUR 71.92 annual) per user/month excl. VAT; Enterprise custom
Unit: EUR Premium Integrations add-on 'Price to be announced' (https://www.logicc.com/en/platform/premium-integrations).
Chats, documents and account data stored exclusively in Germany (Hetzner, Nuremberg and Falkenstein); model processing: OpenAI on Azure Sweden, Claude/Gemini on Google Cloud Germany and Belgium, Mistral 'EU'
Security page: 'Storage exclusively in Germany', 'Deliberately no US host'.
Not used for training
Quote: 'Your data doesn't train any AI model, ruled out both contractually and technically.' Zero Data Retention at model providers 'as far as technically possible'.
'Connect existing tools and data sources' with logos incl. Microsoft, Google, Slack, Notion, Dropbox, HubSpot, Salesforce, Asana, Trello, Zapier, Loom; Model API; custom API integrations (Enterprise); 5 industry Premium Integrations (Gesetze im Internet, commentaries/case law, medical billing, medical research, DATEV) all 'In preparation'
Connector scope per logo not described; no count of general connectors stated. Premium list from https://www.logicc.com/en/platform/premium-integrations.
No own certification stated. Hosting partner's data centres ISO 27001 certified (issuer not named); hosting partner's cloud infrastructure attested under BSI C5:2020 Type 2
Both relate to the cloud host (Hetzner), not Logicc itself. Certificates and audit reports available from Secure+ plan. Not third-party verified.
Up to 1,000 pages per document; desktop and mobile apps 'in preparation' (browser only); top models (GPT-5.6 Sol, Claude Opus) Max plan only; some model providers not covered under § 203 StGB agreement; fair-use budget per plan
Page-limit and app status from https://www.logicc.com/en/platform/chat.
PR Lumo for Business Proton · Product
Proton's Lumo for Business is a team AI chat assistant running open-source models (Qwen, GLM, Apertus) on Proton-controlled European servers, with no server-side chat logs and zero-access-encrypted history.
Per user per month ○ Conditions apply – open for details Europe ('Lumo is hosted… ○ Conditions apply – open for details PR Lumo for Business
Proton · Product
Facts, sources and conditions Proton's Lumo for Business is a team AI chat assistant running open-source models (Qwen, GLM, Apertus) on Proton-controlled European servers, with no server-side chat logs and zero-access-encrypted history.
The privacy guide names models and Proton-controlled servers. The Lumo Business article states European hosting; confirm the applicable product and plan. https://proton.me/support/lumo-privacy https://proton.me/business/blog/lumo-business.
Where it sits on the map · 1 · 1 Confidential AI chat assistant for teams
Derived from product page and FAQ.
Per user per month (billed yearly or monthly); CHF, EUR, USD
Blog: 'affordable for teams of any size with no minimums'.
Lumo Professional USD 11.99/user/month billed yearly (USD 143.88/year; list USD 14.99); Workspace Premium (bundle with Mail, Drive, Pass, VPN etc.) USD 19.99/user/month billed yearly (USD 239.88/year; list USD 24.99)
Unit: USD Taxes may apply. Confirm the monthly price and the EUR/CHF currency selection in your quote.
Europe ('Lumo is hosted entirely in Europe'); models run 'exclusively on servers Proton controls'; specific countries/data centres not named
Lumo privacy policy (https://proton.me/lumo/privacy-policy, modified Sept 17 2026) does not state Proton's own server locations; third-party processors (Zendesk, Stripe, Chargebee, PayPal, Atlassian) are in US/EU/UK/Singapore for support/payment data.
Only with opt-in
Where the provider's own sources disagree The provider’s own sources say different things here. Quote: 'never keeps your data or uses it to train LLMs, except with your express permission' (opt-in anonymised Apertus feedback shared with ETH Zurich/EPFL). CONTRADICTION in wording: https://proton.me/business/lumo says 'Lumo never trains AI models on your chats' without the opt-in exception.
Proton Drive (add PDFs or Docs to conversations); optional web search via unnamed partner search APIs; used alongside Proton Mail, Calendar, Drive, Pass, VPN, Meet
No third-party business-system connectors (e.g. SharePoint, Google Drive) named. Blog: 'There's nothing you need to integrate.'
ISO 27001 certified and SOC 2 Type II audited (attestation), stated for 'All Proton software'; issuer/auditor, dates and scope details not named
Lumo page references 'Proton's ISO 27001 and SOC 2 certifications'. Not third-party verified. GDPR/HIPAA are laws, not certifications.
Web search optional and off by default; usage limits described only as 'More'/'Unlimited' without figures; chat languages limited to 11 listed
No explicit provider-stated accuracy or functional limitations found on product, pricing, privacy support page, blog or FAQ.
MeinGPT is a Hetzner-hosted German AI platform for Mittelstand firms offering multi-model chat and assistants, plus an 'Outpost' that connects on-premise systems through an outbound-only connection.
Per user/mo + usage ● Conditions apply – open for details Mainly Germany · EU ● Conditions apply – open for details SM meinGPT
SelectCode (MeinGPT) · Platform
Facts, sources and conditions MeinGPT is a Hetzner-hosted German AI platform for Mittelstand firms offering multi-model chat and assistants, plus an 'Outpost' that connects on-premise systems through an outbound-only connection.
Where it sits on the map · 1 · 1 Company-wide multi-model AI chat, assistants and knowledge connectors for SMEs
Derived from home and pricing pages.
Platform licence per user per month in progressive tiers, plus separately billed model budget (credits/usage-based per 1M tokens) and add-ons
Usage prices per model in https://meingpt.com/en/docs/admin-guide/pricing. 1 credit = EUR 0.01.
Licence per user/month (incl. 10% annual discount): 1-50 users EUR 18; 51-100 EUR 13.50; 101-250 EUR 9.90; 251-500 EUR 7.20; 501+ EUR 5.40. Model budget EUR 9/user fixed or shared pool (~EUR 2.31/user). Governance add-on EUR 1.35/user/month; Outpost from EUR 225/month
Unit: EUR Where the provider's own sources disagree The provider’s own sources say different things here. CONTRADICTION on same page: FAQ says first 50 users cost '20 euros each' vs EUR 18 in table (likely monthly vs annual). VAT treatment not stated. Model token prices e.g. GPT-5 EUR 1.50/12.00 per 1M in/out (docs pricing page).
Platform and data hosted primarily in Germany (Hetzner); 'Hosted in Germany & the EU'; with DPA 2.0 all AI models run in the EU, otherwise non-EU models flagged in model picker and only used if admin selects them
Security page: 'Hetzner data centers in Germany'. Docs pricing page: GPT-6 Astra 'runs at OpenAI with EU data residency'.
Not used for training
Docs FAQ states customer data is not used for AI training; Zero Data Retention at model providers. Security page (https://meingpt.com/en/security) poses the training FAQ question without visible answer.
8 integration entry points in docs: Microsoft 365 (SharePoint, OneDrive, Outlook, Teams), Google Workspace (Drive, Gmail, Calendar), Atlassian (Confluence), file shares (WebDAV; SMB via Outpost), SQL/PostgreSQL via MCP, business SaaS (HubSpot, Salesforce, Stripe), web crawler, custom MCP/internal APIs; also Amazon S3, Make, n8n, Power Automate
Home page additionally lists SAP, Oracle, Snowflake, Jira, AWS, Zoom; Outpost mentions DATEV, DMS.
ISO/IEC 27001:2022-certified ISMS claimed; issuer, scope and certificate not shown. Data centres (Hetzner) ISO 27001 certified
Where the provider's own sources disagree The provider’s own sources say different things here. Provider pages differ between ISO alignment, certification and data-centre certification; confirm the certified entity and scope.
SharePoint direct connector read-only, no guaranteed subfolder restriction; SharePoint Lists not synced; SharePoint data-pool source not available for on-prem Outpost; Cloud Vault index not live (15-min refresh); SMB/local files need Enterprise Outpost; some features beta/coming soon
Also from https://meingpt.com/en/integrationen/sharepoint-ki and https://meingpt.com/en/docs/integrations.
MI Mindverse Studio Mindverse · Platform
Mindverse Studio is a Berlin-built, credit-metered browser AI workspace hosted in Germany, combining EU-endpoint OpenAI/Anthropic/Google models and German-hosted open models with knowledge bases and 500+ Composio integrations.
Per user/mo + credits ○ Conditions apply – open for details Hosting: Germany ○ Conditions apply – open for details MI Mindverse Studio
Mindverse · Platform
Facts, sources and conditions Mindverse Studio is a Berlin-built, credit-metered browser AI workspace hosted in Germany, combining EU-endpoint OpenAI/Anthropic/Google models and German-hosted open models with knowledge bases and 500+ Composio integrations.
The pricing page describes credits; the privacy policy names Relativity GmbH, Berlin, as operator. https://www.mind-verse.de/en/preise
Where it sits on the map · 1 · 1 Multi-model GenAI workspace with assistants, knowledge bases and agents
Derived from product and pricing pages.
Per user per month with monthly credit allowance; extra credit packs; Enterprise on quote
Credits consumed per chat/image/video by model tier (Standard from 3 credits, Expert from 10, video 64 credits/second).
Starter EUR 19 (EUR 15.20 annual)/user/month; Pro EUR 59 (EUR 47.20 annual)/user/month; Team EUR 49 (EUR 39.20 annual)/user/month from 3 users; Enterprise on request; credit packs EUR 10/1,050, EUR 50/5,750, EUR 200/24,000
Unit: EUR Excl. VAT. Monthly credits: Starter 200, Pro 800, Team 1,000 per user.
Germany: 'Hosting: 100% Germany' / 'hosted exclusively in Germany'; sovereign models on German infrastructure; OpenAI/Anthropic/Google via 'EU / Germany' endpoints
Website privacy policy (https://www.mind-verse.de/legals/datenschutz) names AWS with location Deutschland for web hosting/backend. Cloud platform behind EU model endpoints not named.
Not used for training
Quote: 'Your content, documents, and prompts are never used to train LLMs.' FAQ: 'Your prompts, documents and knowledge bases are never used to train AI models.'
'Over 500 integrations' via Composio (CRM to project management); custom connections to Sitecore, DMS, CRM and line-of-business systems (Enterprise)
Pricing describes 500+ integrations; confirm the named connectors required for your workflow.
None held: ISMS 'built to ISO 27001:2022' but 'not currently certified by an accredited body'; 'SOC 2-oriented processes' 'without an attested SOC 2 report'; data centres in Germany stated as certified (standard/issuer not named)
Hosting data-centre certification would be the hosting provider's, not Mindverse's own. Hamburg Declaration on Responsible AI is a commitment, not a certification.
Expert and Sovereign models not available on Starter; usage capped by monthly credits; inference on German infrastructure 'on request'
No functional/accuracy limitations stated on FAQ, product or security pages.
NA nele.ai nele.ai · Platform
nele.ai is a browser and desktop AI workspace for German SMEs billed through a company-wide monthly credit pool instead of per-user licences, with uploaded knowledge bases and optional pseudonymisation.
Credit pool · no seats ● Conditions apply – open for details Germany ○ Conditions apply – open for details NA nele.ai
nele.ai · Platform
Facts, sources and conditions nele.ai is a browser and desktop AI workspace for German SMEs billed through a company-wide monthly credit pool instead of per-user licences, with uploaded knowledge bases and optional pseudonymisation.
The pricing page describes a credit pool and states that there are no per-user costs. https://www.nele.ai/en/ai-pricing
Where it sits on the map · 1 · 1 Company-wide secure AI chat and document knowledge bases for SMEs
Derived from home and pricing pages.
Monthly credit pool ('AI volume') per company, no per-user cost; knowledge base add-on flat per month
Documented by the provider 20 Oct 2026 nele.ai ↗ Credits consumed by model factor and words exchanged. Net prices plus VAT.
From EUR 10/month (1,000 credits) up to EUR 3,750/month (750,000 credits), e.g. 40,000 credits EUR 300; knowledge bases EUR 19.95/month flat; net plus VAT
Unit: EUR Documented by the provider 20 Oct 2026 nele.ai ↗ Page shows unexplained struck-through '$199'/'$399' figures on some tiers. Example: ~100 employees, 40,000 credits + 1 knowledge base = EUR 319.95/month. EDU rates on request.
All data (inputs, chats, knowledge bases) stored exclusively on servers in Germany; AI processing selectable on European servers, international servers, or own server environment for certain LLMs
Models page: 'nearly all AI models on European servers'; hosting of some models (e.g. GPT-5, Claude 4.8 Opus) unspecified. Home FAQ says app and data 'exclusively on servers within the EU'. Sub-processor list includes US-based providers (Anthropic PBC, ElevenLabs, Brave) with processing location not always stated.
Only third-party model training is addressed
Quote: 'All available AI models contractually guarantee that your data will not be used to train future models.' Statement concerns model providers; nele.ai's own use not separately addressed.
Knowledge bases from uploaded PDF, Excel, Word, Epub files or website URLs; API with own keys; Word and Excel add-ins; SAML 2.0 SSO. No named connectors to document systems (SharePoint etc.)
No connector count stated.
ISO 27001 ISMS certified by TÜV Rheinland, certificate issued to GAL Digital GmbH; external cyber security audits ('greenhats approved' seal)
Provider statement; request the certificate's product scope and issuer.
Knowledge bases: max 2 GB total, no single document over 20 MB; credit pool is main usage limit; not all reasoning models support every thinking level; context windows vary by model
Documented by the provider 20 Oct 2026 nele.ai ↗ Model limits from https://www.nele.ai/en/functions/useful-information/ai-models/providers-and-their-ai-models.
NE Nextcloud Assistant Nextcloud · Product
Nextcloud AI assistant that runs on-premises, so data stays local and is not leaked to third parties through training of new AI models.
Per user/yr · min. 100 ○ Conditions apply – open for details Your own server ○ Conditions apply – open for details NE Nextcloud Assistant
Nextcloud · Product
Facts, sources and conditions Nextcloud AI assistant that runs on-premises, so data stays local and is not leaked to third parties through training of new AI models.
Where it sits on the map · 1 · 1 Self-hosted AI assistant and document Q&A inside a collaboration suite
Derived from product page and admin manual.
Per user per year, Nextcloud Enterprise subscription; Assistant included only in Ultimate tier; minimum 100 users
Quote: 'As a customer, you can gain access to the Nextcloud AI Assistant through our Ultimate subscription.' (https://nextcloud.com/assistant/). Talk plan lists Assistant as 'Optional (extra costs)'.
Ultimate from EUR 204.75/user/year at 100 users (EUR 183.75 at 200 users); Standard EUR 71.29 and Premium EUR 104.99 exclude the Assistant
Unit: EUR Net, excl. VAT. Open-source community edition exists; price applies to Enterprise subscription.
Customer-determined: runs on customer's own server ('Works locally on your server'); optional European LLM-as-a-service partners Deutsche Telekom, IONOS, OVHcloud, plusserver
Regions of partner services not stated. OpenAI/Gemini integrations would send data to those providers' servers (admin manual: 'from OpenAI servers').
Not used for training
Quote (on-prem): 'data stays local and is not leaked to third parties through training of new AI models.' Applies to local models; training policy of optional OpenAI/Gemini/partner backends not detailed. Admin manual makes no training statement.
Nextcloud Hub apps: Files, Unified Search (Context Agent), Talk, Calendar, Mail, Translate; Context Agent can act in Hub apps; backends: local llm2, OpenAI/LocalAI via OpenAI API, IBM watsonx, DeepL, Replicate, Whisper, Stable Diffusion, Kokoro
No connector count stated. Context Chat indexes user files and 'content providers' items'; external storages supported but 'may not work as well'.
None claimed on security page; 'aligns with' ISO/IEC 27001-2013 Clause 14 (alignment, not certification); code audit by Kyos for city of Geneva; NCC Group security review
No certification with issuer found on assistant, pricing or security pages.
Language models 'are likely to generate false information'; multi-tenant installation not supported; files >100 MB and password-protected files not supported; embedding model cannot be changed after install; tested only with GPT-3.5 and Llama 3.1 8B ('no guarantees' for others); support covers app bugs not model output
Model testing limitation from https://docs.nextcloud.com/server/stable/admin_manual/ai/app_assistant.html.
Onyx is an open-source enterprise search and AI assistant indexing 40+ connected apps, self-hostable on bare metal or air-gapped and usable with any LLM including self-hosted vLLM models.
Per user/mo · annual ● Conditions apply – open for details Depends on deployment: … ● Conditions apply – open for details Facts, sources and conditions Onyx is an open-source enterprise search and AI assistant indexing 40+ connected apps, self-hostable on bare metal or air-gapped and usable with any LLM including self-hosted vLLM models.
Where the provider's own sources disagree The provider’s own sources say different things here. The home page gives inconsistent connector counts (50+ and 40+). The description uses 40+, matching the pricing page; confirm the connectors required for your deployment.
Where it sits on the map · 1 · 1 Enterprise search and AI chat over connected company knowledge
Derived from home and pricing pages.
Per user per month (annual billing) for Business; Enterprise custom
Open-source core 'completely free' per https://docs.onyx.app/overview/miscellaneous/open_source_statement.
Business USD 20/user/month (annual billing); Enterprise contact sales
Unit: USD Monthly-billing price not shown.
Depends on deployment: self-hosted in customer's cloud/bare metal (any region); region-specific deployments in Enterprise plan; Onyx Cloud region not stated
Data storage doc (https://docs.onyx.app/security/architecture/data_storage) and security FAQ do not state Onyx Cloud region or EU option.
Not used for training
Quote: 'There is no training or fine tuning of any models.' Documents/queries may go to third-party LLMs chosen by customer.
40+ app connectors (Business plan), e.g. Google Drive, Salesforce, GitHub, Slack; MCP/OpenAPI actions; developer APIs; document upload
Where the provider's own sources disagree The provider’s own sources say different things here. Source conflict: home page states '50+ Connectors' and '40+ sources'. Connectors doc page names none; Google Drive/Salesforce from access controls doc, GitHub connector doc seen in search.
SOC 2 Type II (attestation), auditor not named
Quote: 'Onyx is SOC2 Type II and GDPR compliant.' GDPR is a law, not a certification. Home page 'Compliance' heading names none. Not third-party verified.
Document access controls / permission mirroring only in Enterprise Edition; self-hosters responsible for encryption and container lockdown
Data storage doc for self-hosting responsibility.
Slack Enterprise Search (Enterprise+ plan) lets members query connected apps such as Google Drive, SharePoint and GitHub from Slack's search bar, retrieving permission-aware results and AI answers in real time.
In Enterprise+ plan ● Conditions apply – open for details EU residency (Business+) ● Conditions apply – open for details SS Slack Enterprise Search
Salesforce (Slack) · Product
Facts, sources and conditions Slack Enterprise Search (Enterprise+ plan) lets members query connected apps such as Google Drive, SharePoint and GitHub from Slack's search bar, retrieving permission-aware results and AI answers in real time.
SharePoint and GitHub are named in the enterprise-search help article. https://slack.com/intl/en-gb/help/articles/38693462131219-Search-across-your-applications-with-enterprise-search.
Where it sits on the map · 1 · 1 Federated AI search across Slack and connected work apps
Derived from feature page and help article.
Included in Enterprise+ subscription (per-user plan, price on request); also on Enterprise Grid with legacy Slack AI add-on
Plan availability per help article.
Enterprise+: 'Contact sales for pricing'. For reference, AI search (Slack-only) in Business+ at USD 15/user/month annual
Unit: USD Prices from Indian regional page; enterprise search itself has no published price.
Data residency (Business+ and Enterprise) in Frankfurt, Paris, Stockholm or Zurich covers messages, files and 'Search index of Customer Data'; member profiles and some metadata may be stored outside; AI/enterprise search data not addressed
Default US storage without data residency. Feature page says enterprise search is federated/real-time and 'customer data never leaves Slack's trust boundary'; AI security article: LLMs hosted in Slack's infrastructure, no regional statement.
Only third-party model training is addressed
The statement concerns third-party models; ask how Slack's own models handle customer data.
Examples: Google Drive, Gmail, Salesforce, Jira, Confluence, GitHub, Asana, Box, Microsoft apps (OneDrive, SharePoint), Notion, Dropbox; custom connector API for home-grown/self-hosted systems
11 logos shown; no total connector count stated (2,600+ marketplace apps are not search connectors).
Slack-wide: ISO/IEC 27001, 27017, 27018, 27701, 42001; SOC 2 Type II and SOC 3 (attestations); BSI C5 attestation; TISAX; CSA STAR; FedRAMP Moderate (Enterprise/Enterprise+ when configured); Global CBPR/PRP (Schellman)
Not specific to enterprise search; AI security article names no AI-specific certification. ISO 27017/27018/27701 links point to same ISO 27001 PDF. HIPAA/FINRA/FERPA are regulations, not certifications. Issuers mostly not named; not verified on registries.
Requires Enterprise+ (or Grid with legacy AI add-on); admin must enable and connect at least one source; users must connect individual accounts; custom sources need connector API
No explicit product limitations listed.
