Confidentialmind
ConfidentialMind provides a secure, self-hosted AI platform that enables enterprises, public sector, universities, and hosting providers to deploy LLMs, RAG, and AI agents within their own infrastructure with full data sovereignty.
- Company typePrivate
- Founded2023
- HeadquartersEspoo, Finland
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Confidentialmind does
ConfidentialMind, founded in 2023 in Espoo, Finland, provides a secure, self-hosted AI platform that enables organizations to deploy and operate large language models, retrieval-augmented generation (RAG) systems, and AI agents entirely within their own IT environment. The platform addresses regulated and data-sensitive buyers — including global enterprises, public sector agencies, universities, and hosting providers — who cannot route proprietary data to third-party cloud AI APIs due to GDPR, sovereignty, IP protection, or vendor lock-in concerns. The company is incorporated as Confidentialmind Oy (VAT FI33608813) and operates a US office in San Francisco alongside its Finnish headquarters.
The platform is delivered through three commercial tiers. CM Test provides a private test cloud environment at €500/month for evaluation. CM On-prem and Private Cloud deploys the full platform inside the customer's own infrastructure starting at €2,000/month, with same-day support via Slack, Teams, or email and an optional fully managed service. CM Hosting enables cloud and infrastructure providers to resell ConfidentialMind as a multi-tenant AI studio and inference platform with revenue share licensing and billing system integrations. The technology stack exposes OpenAI-compatible API endpoints for LLMs, RAG, and agents; supports modular RAG pipelines with hybrid BM25 plus semantic retrieval, query rewriting, contextual summarization, and re-ranking; provides AI observability and multi-tenant role-based access control; and runs on both NVIDIA and AMD GPUs with native NVIDIA NIM integration. Additional assets include the CM PurplePill open-source Kubernetes GPU monitoring exporter and the RAG Service Template.
The company monetizes primarily through recurring monthly subscriptions and revenue share licensing, with professional services as an add-on. Go-to-market is sales-led and enterprise-focused, with dedicated functions covering sales, account management, and business development. The go-to-market motion is multi-vertical, with tailored solution pages and case studies for enterprises, public sector, universities, and hosting providers. The customer base to date is anchored by RAIN.global (telecommunications), Elastx (Nordic cloud), Centria University of Applied Sciences, and additional Nordic universities including Helsinki, Oulu, and LUT. Total disclosed funding is approximately $6.4M across pre-seed, seed, and a 2026 round led by D11Z.Ventures and Lifeline Ventures, with prior backing from Failup Ventures, Innovestor, MassChallenge, and individual investors with backgrounds at Stonesoft, ForgeRock, Veeam, DLA Piper, DTCP Growth, and IQM.
Confidentialmind firmographics
Firmographics- Name
- Confidentialmind
- Legal name
- Confidentialmind Oy
- Website
- https://confidentialmind.com
- Company type
- Private
- Founded year
- 2023
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- ConfidentialMind provides a secure, self-hosted AI platform that enables enterprises, public sector, universities, and hosting providers to deploy LLMs, RAG, and AI agents within their own infrastructure with full data sovereignty.
- Ownership category
- akta.pro rank
Confidentialmind industry classification
Industry- Product category
- AI Infrastructure Software
- NAICS
- Software Publishers (5132), Computer Systems Design and Related Services (5415), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518210)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Confidential AI & Privacy-Preserving ML (federated learning, MPC, HE, TEEs) (HDAAAKAI)
- akta.pro secondary industries
- Secure Model Deployment & Runtime Protection (sandboxing, isolation) (HDAAAKAH), Data Security & Privacy for Cloud (DLP, DSPM, Tokenization) (HDABAHAK), Cloud Identity & Access Management Infrastructure (IAM/IdP/MFA) (HDABAHAF)
Keywords
Where Confidentialmind is headquartered
LocationHeadquarters
- HQ city
- Espoo
- HQ country
- Finland
- HQ region
- Europe
Offices2 records
Markets served
Confidentialmind business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales
Revenue model
- CM Test - Monthly Subscription: €500/month subscription for access to private test cloud environment with isolated tenant, full platform experience, and 1-business day support. Entry-level tier for testing before deployment.
- CM On-prem and Private Cloud - Monthly Subscription: €2000/month starting price for full platform deployment in customer's own IT environment. Includes product updates, same-day support via Slack/Teams/email. Fully managed service available for extra fee.
- CM Hosting - Revenue Share Model: For hosting providers using ConfidentialMind as AI studio and inference infrastructure. Revenue share licensing available, billing integrations to provider's own billing system.
- Professional Services: Fully managed service available as add-on for CM On-prem customers requiring hands-on support with deployment and maintenance.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | CM Test - Private test cloud access at €500/month |
| Subscription | Monthly | CM On-prem and Private Cloud - Full deployment at €2000/month starting |
| Transaction based/ take rate | Pay-as-you-go | CM Hosting - Revenue share model for hosting providers |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels6 records
Confidentialmind product offering
Product offeringCore offering
ConfidentialMind provides a secure, self-hosted AI platform that enables enterprises, public sector organizations, universities, and hosting providers to deploy large language models (LLMs), retrieval-augmented generation (RAG) services, and AI agents in on-premises or private cloud environments. The platform exposes OpenAI-compatible API endpoints, supports multi-tenancy with role-based access control, and ensures data never leaves the customer's environment. It supports both NVIDIA and AMD GPUs and includes built-in AI observability and data connectors for databases and S3.
Product overview
ConfidentialMind is a software platform for deploying generative AI applications and agents in on-premises or private cloud environments. The core offering consists of three product tiers: CM Test (€500/month for private test cloud), CM On-prem and Private Cloud (€2,000/month for full platform in customer environment), and CM Hosting (multi-tenant solution for hosting providers with revenue share licensing). All tiers provide access to LLMs, RAG, agents, and AI observability through OpenAI-compatible API endpoints. The platform supports both NVIDIA and AMD GPUs and integrates with data connectors for databases and S3. Additional offerings include CM PurplePill for Kubernetes GPU monitoring and RAG service templates for quick deployment.
Differentiator
Problem solved
Functional benefit
Quantifiable outcome
- Cost savings vs cloud APIs especially at scale with agents
- +1 more outcomes
Companies that use Confidentialmind
Customer profileNamed customers7 records
Segments4 records
Ideal customer profiles4 records
Confidentialmind technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration5 records
AI capability8 records
Feature9 records
Confidentialmind partnerships and signals
Strategic signalScale indicators2 records
Recent moves6 records
Expansion highlights6 records
Confidentialmind competitors and assessment
Company assessmentEmerging players
- Ollama: Ollama enables easy local and self-hosted deployment of open LLMs and is widely adopted by developers and infra teams building private AI setups. It represents a free, emerging alternative that ConfidentialMind must position against, particularly in mid-market and academic segments.
Direct peers
- Predibase: Predibase provides an enterprise platform for fine-tuning and serving open-source LLMs on customer infrastructure, with a developer-focused deployment model. It targets similar enterprise and platform-team buyers seeking private LLM serving.
- Run:ai: Run:ai offers AI infrastructure orchestration and GPU virtualization for Kubernetes, now part of NVIDIA. It overlaps with ConfidentialMind's multi-location GPU management and Kubernetes-native deployment capabilities for enterprise AI workloads.
- Together AI: Together AI offers an open-source-focused AI cloud and inference platform for deploying open models at scale, including private and dedicated deployments. It overlaps with ConfidentialMind's self-hosted LLM and RAG serving capabilities for enterprise buyers.
- Hugging Face: Hugging Face provides an open-source AI platform for deploying and serving LLMs and ML models, including self-hosted Enterprise offerings. It competes directly with ConfidentialMind in private LLM/RAG deployment, especially in enterprise and regulated environments.
- Anyscale (Ray): Anyscale provides a managed Ray platform for running and scaling AI workloads, including LLM serving, on any cloud or on-prem. It targets similar enterprise and platform-engineering buyers building private AI infrastructure.
Broad incumbents
- NVIDIA AI Enterprise (NIM, NeMo): NVIDIA AI Enterprise bundles NIM microservices and NeMo tooling for deploying generative AI on NVIDIA infrastructure, including on-prem. ConfidentialMind integrates with NVIDIA NIM but NVIDIA's stack is a broader incumbent alternative for enterprises standardizing on NVIDIA hardware.
- Red Hat OpenShift AI: Red Hat OpenShift AI provides an enterprise MLOps and generative AI platform on Kubernetes for hybrid and on-prem deployments. It competes with ConfidentialMind for the same enterprise on-prem AI infrastructure wallet, but as part of a much broader hybrid cloud portfolio.
- Databricks Mosaic AI: Databricks Mosaic AI provides an enterprise platform for building, deploying, and governing generative AI and RAG applications on customer data. It is a broader incumbent alternative competing for the same enterprise private AI deployment budgets.
Others
- Spectro Cloud PaletteAI: Spectro Cloud's PaletteAI is a Kubernetes management platform for production AI/ML stacks and a ConfidentialMind ecosystem partner. It is comparable as the integrated deployment substrate that ConfidentialMind runs on, and competes indirectly for the same enterprise AI infrastructure workload.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat7 records
Key risks6 records
Key highlights7 records
Customer concentration
Confidentialmind social profiles
Digital presenceConfidentialmind compliance and trust
Trust signalCompliance1 record
Confidentialmind financial estimates
Financial estimateRevenue estimate
Valuation estimate
Confidentialmind leadership team
Management profileNumber of profiles
Profiles6 records
Confidentialmind funding detail
Funding detailFunding overview
Funding rounds6 records
Investors5 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Confidentialmind M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Confidentialmind
What does Confidentialmind do?
ConfidentialMind provides a secure, self-hosted AI platform that enables enterprises, public sector organizations, universities, and hosting providers to deploy large language models (LLMs), retrieval-augmented generation (RAG) services, and AI agents in on-premises or private cloud environments. The platform exposes OpenAI-compatible API endpoints, supports multi-tenancy with role-based access control, and ensures data never leaves the customer's environment. It supports both NVIDIA and AMD GPUs and includes built-in AI observability and data connectors for databases and S3.
Is Confidentialmind a public or private company?
Confidentialmind is a private company. It is classified as venture growth investor backed and is currently operating.
When was Confidentialmind founded?
Confidentialmind was founded in 2023. It employs 11 to 50 people.
Where is Confidentialmind based?
Confidentialmind is headquartered in Espoo, Finland, in the Europe region.
How does Confidentialmind make money?
Four revenue lines are on record. CM Test - Monthly Subscription is the primary driver. The others are CM On-prem and Private Cloud - Monthly Subscription, CM Hosting - Revenue Share Model and professional Services.
Who are Confidentialmind's main competitors?
Ollama is listed as an emerging player. Direct peers are Predibase, Run:ai, Together AI, Hugging Face and Anyscale (Ray). Broad incumbents are NVIDIA AI Enterprise (NIM, NeMo), Red Hat OpenShift AI and Databricks Mosaic AI. Spectro Cloud PaletteAI is listed as an others.
Does Confidentialmind have an API?
Yes. ConfidentialMind platform exposes OpenAI-compatible API endpoints for LLMs, RAG, agents, and other AI systems. Users can deploy AI services via API calls with JWT token authentication. Example deployment call: POST to /v1/manager/deploy with templateId and displayName parameters. Supports multi-model routing. Developer documentation is at docs.confidentialmind.com.
What industry is Confidentialmind in?
Confidentialmind's product category is AI Infrastructure Software. Its primary akta.pro industry code is HDAAAKAI, Confidential AI & Privacy-Preserving ML (federated learning, MPC, HE, TEEs), with a secondary code of HDAAAKAH, Secure Model Deployment & Runtime Protection (sandboxing, isolation). Its NAICS code is 5132 and its SIC code is 7372.