Your company's knowledge,working for you.
An on-premise AI platform that turns scattered company knowledge into automated action.
Your knowledge is trapped.
Scattered Knowledge
Company knowledge is scattered across Confluence, SharePoint, email, and dozens of other systems. None of it is available to any automated process.
The Security Trap
Cloud AI requires sending sensitive data to external providers. For regulated industries, that's a non-starter.
Dangerous Dependencies
When you connect business-critical processes to external AI APIs, their outage becomes your outage.
Knowledge that can't become action. Until now.
From scattered knowledge to automated action.
Huoku closes the gap between knowing and doing — aggregating your knowledge and putting AI agents to work on it.
Aggregate
Satellite crawlers continuously gather knowledge from Confluence, SharePoint, file shares, and other enterprise systems into a centralized vector database.
Reason
AI agents access all organizational knowledge, understand context, and make informed decisions about what needs to happen.
Act
Agents deliver results through connectors: send emails, call APIs, publish events, execute multi-step workflows. Real work, not just answers.
Trigger. Agent. Action.
Every automation follows the same pattern.
Triggers
Incoming emails, REST API calls, Kafka events, webhooks, cron schedules, or heartbeat intervals. Anything can start a workflow.
Agents
Independently configured with their own knowledge access, skills, tools, and sub-agents. Managed through a visual interface — no coding required.
Actions
Agents act through the same connectors that trigger them. Send emails, call APIs, publish to Kafka, fire webhooks. The loop is complete.
What Huoku agents actually do.
Automated Email Processing
Incoming email triggers an agent. It reads the message, finds relevant context from company knowledge, and drafts a response — or routes it to the right person.
Compliance Monitoring
A scheduled agent checks documentation against regulatory requirements every morning. Gaps identified, report generated, stakeholders notified.
Knowledge-Grounded Support
Employees ask questions via chat. The agent searches all connected systems and returns accurate, sourced answers.
Process Automation
A Kafka event signals a new order. An agent validates it against current policies and triggers the downstream workflow.
Built for enterprise. Controlled by you.
Knowledge Aggregation
Satellite crawlers continuously index Confluence, SharePoint, file shares, and more. 10+ document formats including OCR.
Configurable Agents
Admins create agents through a visual interface. Custom prompts, knowledge access, skills, tools, triggers — all configurable per agent.
Multiple Triggers
Email, REST, Kafka, Webhook, Cron, Heartbeat. Flexible automation entry points.
Hybrid Search
Keyword, semantic, and hybrid search with AI reranking. Source attribution on every result.
Multi-Agent System
Specialized agents for different domains. Agent-to-agent delegation for complex workflows.
Multiple Interfaces
Chat UI for employees. REST API and Kafka for integrations. MCP and A2A protocols for AI interoperability.
Model Agnostic
Works with OpenAI, Anthropic, Azure OpenAI, or fully local models via Ollama and vLLM. Switch models at runtime.
Enterprise Security
Keycloak SSO, role-based access, document-level permissions, DataGuard PII masking, encryption everywhere, full audit trail.
On-premise. Because your data is your business.
Huoku deploys as a Kubernetes application in your infrastructure. Your data never leaves your network. Your processes never depend on external APIs. When you run Huoku with local models via Ollama or vLLM, you get a fully air-gapped AI platform — complete data sovereignty with zero external communication.
- Deploys on any Kubernetes cluster — cloud or on-premise
- Single Helm chart deployment
- GPU optional — required only for local LLM inference
- Horizontal scaling for growing workloads
- Automated TLS certificate management
- Health monitoring and observability built in
Built by people who've done this before.
Our founding team has been delivering real-time data analysis and AI solutions for international telecom operators, IoT customers, and Finnish public sector organizations since 2015. We didn't start building AI products last year. We've been deploying production AI systems for nearly a decade.
Start with a conversation.
Every Huoku deployment starts the same way — we talk about your workflows, identify 2-3 processes worth automating, and deploy a pilot on your infrastructure. Agents working on real tasks within weeks. No long-term commitment required.