Enterprise Private Knowledge Base & Q&A Hub
Make Enterprise Knowledge the Shared Foundation for Growth and AI Collaboration
From product specifications and engineering manuals to administrative SOPs, and from internal lookup to customer support and content creation—ALNETS organizes scattered documentation into verifiable, role-governed knowledge services. Co-engineered with dedicated Agent Hosts, local compute, API gateways, and networking appliances.
Why Enterprises Need Their Own Private Knowledge Hub
Enterprises generate valuable assets daily: specs, installation guides, and support logs. When data is scattered across individual PCs and chats, collaboration breaks down and AI tools lack company grounding.
Documents Scattered Across Personal Disks & Chats
Finding docs relies on asking colleagues. Critical SOPs and customer logs are lost during staff transitions.
Conflicting Versions & Inconsistent Specs
Sales, support, and marketing maintain separate drafts, causing conflicting quotes and outdated specs.
Generic LLMs Hallucinate Without Enterprise Context
Pasting sensitive context into public LLMs risks data leaks, and generic models frequently hallucinate.
Internal Confidential Data Mixed with Public Marketing
Lack of granular access control risks leaking unreleased blueprints, pricing models, and contracts.
Four-Layer Architecture: From Raw Files to Omnichannel Apps
NAS preserves raw files, Knowledge Hub governs knowledge, AiA executes tasks, and local compute provides inference—orchestrated with API Gateway, AiR, and AiM.
Six Core Capabilities & Deliverable Value
From multi-format ingestion and human sign-off to hybrid retrieval and agent workflows—building a reliable enterprise knowledge loop.
Multi-Source Ingestion
Ingests PDF, Word, Markdown, spreadsheets, and scanned documents via local OCR, preserving direct links to raw source files.
Lifecycle & Sign-off
Draft-Review-Publish lifecycle. Updates trigger version branches with historical changelogs, preventing unauthorized direct publishing.
Hybrid Grounded Search
Combines exact keyword matching (part numbers/terms) with semantic embeddings. Answers cite exact source paragraphs for verification.
Granular Access Matrix
Role-based access separating public specs, partner portals, and confidential R&D. Autonomous agents strictly inherit user ACLs.
Human-Agent Synergy
Staff query via Web while background agents on AiA automate proposal drafts, RFP responses, and ingest support logs into FAQ candidates.
Flexible Model Options
Deploy offline inference via AE-2000 / AiW-V, or route to cloud frontier models via API Gateway with token budgets.
Role-Based Composition: ALNETS HW & SW Matrix
Clear division of labor: Storage holds raw files, Knowledge Hub governs data, Agent Host runs workflows, and compute handles inference.
Knowledge Hub
Core platform for multi-format ingestion, versioning, ACL, and citations.
Core Foundation
AiA Agent Host
10W fanless host running 24/7 background agents for proposal and ticket drafting.
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AE-2000 Edge Computer
16GB ECC GPU running offline 7B-14B models on-premises with zero leakage.
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AiW-V Local Workstation
32GB/64GB physical VRAM running 27B LLMs and multimodal creative pipelines.
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Enterprise API Gateway
Aggregates commercial & local LLMs with credential pooling and token spend control.
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AiR Gateway Router
Dedicated cloud egress, encrypted remote access, and isolated subnet routing.
View Product →Practical Business Scenarios Driven by Knowledge
A single truth serving internal staff training, pre-sales proposals, customer care, and omnichannel content.
Employee Knowledge Assistant: Instant SOP Lookup
Organize admin SOPs, reimbursement policies, and training decks into an instant lookup hub. New hires onboard smoothly with exact citations without interrupting seniors.
Technical Support: Model & Versioned Diagnostics
Structure installation guides, firmware logs, and diagnostic trees into a support center. Engineers resolve tickets by citing exact versioned manuals.
Sales & Proposals: Auto-Drafting Pitches from Facts
Connect selection rules, case studies, and templates. Background agents on AiA generate tailored proposal drafts, BOM suggestions, and pitch outlines in seconds.
Marketing & Content: One Source of Truth, Multi-Channel Repurposing
Repurpose verified engineering specs into website copy, print flyers, social posts, and short video scripts—keeping messaging aligned across all channels.
Showrooms & Digital Humans: Real-Time Interactive Brand Guides
Power showroom kiosks and interactive AI digital humans with official corporate history and product specs, providing visitors with immersive brand Q&A.
Five Targeted Hardware & Software Bundles
From lightweight cloud pilot to air-gapped on-premises setups, tailored to your IT infrastructure and confidentiality tiers.
| Bundle | Core Architecture | Target Objective | Value Proposition |
|---|---|---|---|
| Team Pilot BundleQuick Start | Knowledge Hub + Existing Storage + Server + Cloud LLM APIs | Internal SOPs, product documentation, onboarding | Organize core facts first for immediate lookup |
| Private Local BundleAir-Gapped | Knowledge Hub + NAS + AE-2000 / AiW-V (On-premises local LLMs) | R&D and factories with strict confidentiality needs | Zero cloud data leakage with offline continuity |
| Agent Workspace Bundle24/7 Automation | Knowledge Hub + AiA Host + API Gateway + Memory Hub | Automated proposals, ticket triaging, marketing scripts | Offload agent workloads to dedicated hardware runtimes |
| Partner & Customer PortalExternal Grounding | Knowledge Hub (Public Tier) + Web Support + Partner Portal | Distributor training, customer self-service support | Turn static manuals into 24/7 customer service capabilities |
| Exhibition Digital HumanShowroom Hub | Knowledge Hub + Brand Assets + Digital Human Screen + AE-2000 | Showrooms, corporate lobbies, and VIP briefing centers | Drive dynamic interactive exhibits with official brand truth |
How a Single Verified Document Powers Every Team
Using a new product launch as an example: See how technical truth flows seamlessly into sales, marketing, and support.
Authoring Specs
Product managers ingest specs, pinouts, and FAQs into Knowledge Hub.
Review & Sign-Off
Leads verify parameters, stamp a release tag, and publish official public & internal tiers.
Sales & Marketing Use
Sales agents generate proposals; marketing repuposes copy for web and video scripts.
Support Feedback Loop
Support resolves tickets against verified manuals; new findings are drafted into FAQ candidates.
Continuous Evolution: Beyond Grounded Q&A
Our forward-looking roadmap expanding enterprise data grounding and autonomous multi-agent orchestration.
Visual & Blueprint Search
Extending OCR to feature-vector matching for schematic diagrams and hardware photos.
Ontology & Entity Reasoning
Linking parts, protocols, and projects into structured knowledge graphs with chain-of-evidence verification.
Knowledge Health Analytics
Clustering unhandled queries, identifying stale documentation, and flagging missing knowledge gaps.
Agent Fleet Orchestration
Centralized deployment, template provisioning, and health monitoring across multiple AiA hosts.
AI Knowledge NAS Appliance
Exploring all-in-one desktop hardware appliances blending storage and knowledge RAG for studios.
AiW Multi-GPU Workstation
New high-tier compute workstation line designed for massive private LLMs and graph computing.
Verify the Value with Your Own Real Documentation
Start with your most critical documents and common questions. Provide 3-5 sample manuals, and our engineering team will set up a live grounded demo and architecture sizing within one business day.