Designed for teams who need control

The Cellebris AI Platform: Open, Modular, Secure

Your enterprise AI ecosystem — knowledge, agents, APIs — designed for ownership and transparency.

Integrated Research and Publishing Platform Components
AI Software Service: Flexible, Industry-Specific AI Deployments Built for Seamless Integration

Adaptive and personalized research, communications, and publishing

Simply plugin your knowledge artifacts and bookmarks and have an expandable army of AI assistants helping you quickly analyze information, communicate more clearly, update marketing content, and manage evolving personalized knowledge centers.

AI solutions tailored for regulated industries

Innovative AI Software for Business Knowledge Management, Compliance and Efficiency

Empowered through Secure Data Governance and Accessibility

€5B
European Market for AI-Driven Compliance Solutions
Pitch Deck - Estimated €5 billion market for AI compliance solutions in Europe.
65%
Enterprises Prioritising Data Sovereignty
PwC reports that 65% of European enterprises prioritise data sovereignty. [Source](https://www.pwc.com)
55%
Companies Using Multi-Agent AI for Data Accessibility
EY found that 55% of companies using multi-agent AI report improved data accessibility. [Source](https://www.ey.com)
50%
Reduction in Compliance Reporting Time with AI Tools
BCG notes that AI tools reduce compliance reporting time by 50%. [Source] (https://www.bcg.com)

Own your AI platform, layer by layer

Most AI platforms are SaaS black boxes. Cellebris delivers the opposite: modular, open components you own, deploy, and evolve inside your environment.

We combine knowledge infrastructure, agent orchestration, and integration tooling so your teams can ship production workflows without surrendering data, governance, or roadmap control.

Leveraging Popular Technologies You Already Trust

Powered by Open Source

Building off established ecosystems to drive secure, AI-powered knowledge management and automated research across industries.

Astro Web Framework
Node JS Application Runtime
Django Web Framework
Celery Process Orchestration
PostgreSQL Database
Redis Memory Store
Qdrant Vector Search Platform
Javascript Language
Python Language
Pytorch Machine Learning Library
Terraform Infrastructure Provisioning
Git Version Control
Docker Container Runtime
Kubernetes Container Orchestration System
Helm Application Package Manager
ArgoCD Deployment Manager
Longhorn Distributed Storage Provisioner
Grafana Monitoring Systems
Prometheus Metrics Storage and Search
Loki Logging System

The stack includes

Mix and match components to meet current and future workloads.

Knowledge Core

Ingest, process, and query documents, databases, and streams with governed pipelines and retrieval.

Agent Runtime

Define autonomous agents, orchestrate workflows, and coordinate reasoning across tools.

Interface Layer

Expose REST, GraphQL, JSON-RPC, and MCP endpoints plus chat integrations for teams and systems.

Governance Layer

Apply permissions, audit logs, monitoring, and security controls tailored to regulated environments.

Deployment Tooling

Automate infrastructure-as-code, CI/CD, and cloud or on-prem rollout so changes ship safely.

Interfaces your teams already understand

Human-ready experiences

Deliver governed chat interfaces or embed agents into Slack, Teams, or custom web apps without exposing sensitive data.

API-first integration

Expose REST, GraphQL, JSON-RPC, or MCP endpoints so legacy and AI-native systems can speak the same language.

Reusable accelerators

Deploy templates that ship in days while keeping source code, pipelines, and infra under your control.

Governed operations from day one

Policy-aware pipelines

Build ingestion and retrieval pipelines with classification, redaction, and lineage tracking baked in.

Observability everywhere

Monitor agent actions, prompts, and responses with structured audit trails and alerting.

Secure-by-default deployment

Run on your preferred cloud or on-prem with hardened baselines, secrets management, and zero-trust access.

Architecture built for extension

Modular services

Swap models, tools, and connectors without rewriting core logic or disrupting delivery teams.

Composable workflows

Orchestrate autonomous and human-in-the-loop steps with versioned configurations and approvals.

Resilient delivery

Use blue/green and canary patterns, automated rollback, and infrastructure-as-code to keep releases safe.

Cross-environment parity

Keep dev, staging, and production environments in sync with templated deployments and drift detection.

It’s not another platform you rent.

It’s infrastructure you own — transparent, auditable, and adaptable to the next wave of AI.

Getting started

Bring the platform online in your environment with a guided rollout.

  • Scope the modules

    Align on the knowledge, agent, and interface components you need first and define governance controls.

  • Deploy with accelerators

    Use infrastructure-as-code and CI/CD templates to stand up environments in days, not quarters.

  • Operate & evolve

    Train your teams, monitor usage, and expand to new workflows with reusable patterns.

Build the AI platform you can own.

Let’s align on the components you need and deploy them on your terms.

What is the primary purpose of this platform?

The platform is designed to provide integrated, automated, and personalizable publishing and knowledge management, enabling organizations to create adaptive knowledge centers and streamline workflows.

How do the open source projects work together?

Each project plays a unique role—from AI-optimized websites to knowledge management, multi-agent automation, and scalable development environments—working in harmony to deliver a modular, cohesive solution.

Can the platform integrate with existing systems?

Yes, the platform supports flexible API integrations, allowing seamless connection to your existing tech stack and enabling modular growth as needed.

Is the platform secure and reliable?

Absolutely. The system includes advanced encryption, role-based access control, and continuous updates to ensure data security and reliability.

What are the benefits of using AI-optimized websites?

AI-optimized websites personalize user experiences by leveraging internal knowledge and user preferences, improving communication efficiency and user engagement.

How does the knowledge management system enhance productivity?

It integrates internal documents and web bookmarks, providing a search and summarization interface to power queries and content generation with ease.

What industries can benefit from this platform?

The platform is versatile and serves industries like education, healthcare, finance, technology, and more, offering solutions tailored to specific organizational needs.

Do you provide ongoing support and maintenance?

Yes, we offer dedicated support and a complete managed service to ensure the system evolves with your needs, stays secure, and continues to deliver optimal performance.

How quickly can the platform be deployed?

With its modular design and streamlined setup process, the platform can be deployed and fully operational in a short time frame, but the exact timeframe will depend on the client requirements.

Is there vendor lock-in with this solution?

No, the platform is open-source and vendor-agnostic, giving you full control over your infrastructure and future scalability.

Software Platform: Our software platform is designed for flexibility and control.

Reach out to us

Have questions? Feel free to contact us using the form below. We're here to help!

Email us

hello@cellebris.com

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