AIHub Enterprise Operating Layer
Your Business Data, Finally Working For You.
Connect your ERP, documents and business workflows to an auditable AI engine. Get instant, source-cited answers and automate routine work with read-only access, staff approval and full audit logs, with no IT team required.
Core Capabilities
Turn Daily Information Chaos into Controlled Action
One auditable layer between your business data and the AI that works on it: every answer sourced, every action approved.
Answers
Instant Answers, Tied to Ground Truth
Ask plain questions about inventory, financials or procedures. AIHub pulls figures directly from your databases and documents, and shows the exact source behind every response.
Workflows
Automate Workflows, Not Just Conversations
Trigger multi-step workflows across your business systems, from drafting order summaries and customer replies to preparing record updates for approval.
Governance
Human‑in‑the‑Loop Governance
Sensitive operations and customer-facing drafts require staff confirmation, backed by role-based permissions and complete audit logs.
Foundations
Precision Engineering, Pragmatic Value
Built on production deployments in education advisory and consumer apps. Every answer is traceable to its source.
Enterprise Architecture
Strict Read-Only Access & Document Security
We query your ERP through validated, read-only SQL, and index operational documents in a PostgreSQL + pgvector knowledge base with fine-grained access control. Your business data is never used to train public AI models.
Roadmap
GPU-Accelerated Private Deployment
As your scale calls for lower cost and fully on-premise execution, our architecture is evolving to run open-source models on your own GPU servers, with accelerated vector search.
Transform Your Company Data Into an Active AI Asset
We are onboarding a limited cohort of design partners in Hong Kong, Japan and the US to co-develop domain workflows.