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- Nexus One AI Technical Service Flow
- Technical service flow diagram for Nexus One AI showing user access, portal services, backend orchestration, inference, retrieval, storage, and operations components inside customer-controlled infrastructure.
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+Nexus One AI Technical Service Flow
+Technical service flow diagram for Nexus One AI showing user access, portal services, backend orchestration, inference, retrieval, storage, and operations components inside customer-controlled infrastructure, scaled across commercial tiers.
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- NEXUS ONE AI · TECHNICAL SERVICE FLOW
- Runtime, Data, and Operations Paths Inside Customer-Controlled Infrastructure
- Separates user access, orchestration, retrieval, inference, storage, and support services for buyer evaluation and technical review.
-
+
+
+ NEXUS ONE AI · TECHNICAL SERVICE FLOW
+ Runtime, Data, and Operations Paths Inside Customer-Controlled Infrastructure
+ Separates user access, orchestration, retrieval, inference, storage, and support services for buyer evaluation and technical review.
+
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- ACCESS SURFACES
-
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- APPLICATION AND ORCHESTRATION
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- AI AND DATA SERVICES
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- OPERATIONS AND PLATFORM
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- Users
- Admins and review teams
- Department users
- Security and procurement
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- Portal Access
- Browser over internal network
- Nexus One AI portal
- Open WebUI surface
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- Integration Access
- API consumers
- Service accounts
- Internal automation jobs
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- Portal and Session Layer
- Nexus One AI Portal and Open WebUI
- Authentication, session control, and admin UX
- Prompt workflows, model selection, and review screens
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- FastAPI Control Plane
- REST APIs and orchestration
- License, settings, users, API keys, and system reports
- Audit logs, backup and restore, readiness, and install state
- Feature gating by commercial tier
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- Workflow and Agent Execution
- Server-side task coordination
- Prompt chains, scheduled jobs, document actions
- Connector sync and save-to-knowledge-base flows
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- Inference Runtime
- Ollama local model serving
- Model catalog, runtime status, and local inference
- CPU or NVIDIA GPU execution path
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- Knowledge Retrieval
- ChromaDB and embedding pipeline
- Document upload, chunking, indexing, and query retrieval
- RAG context delivery back to application services
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- Content and Config Storage
- Persistent local state
- Uploads, backups, install config, and license artifacts
- Model files and service configuration
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- Observability
- Prometheus and Grafana
- System, GPU, and service health metrics
- Operational dashboards for support and handover
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- Deployment Substrate
- Ubuntu 22.04 install target
- Bootable ISO or scripted installer path
- Internal-network and air-gapped deployment friendly
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- Operations Controls
- Backup, restore, readiness, and audit
- Pre-restore safety snapshots and support workflows
- Commercial licensing and post-install administration
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- Customer-controlled boundary: portal, APIs, inference, retrieval, and operational telemetry remain on infrastructure owned or managed by the customer.
- Powered by Cezen
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+SCALES BY COMMERCIAL TIER
+Starter
+1–5 users · NVIDIA RTX 5090, 32GB VRAM
+Basic
+5–20 users · NVIDIA RTX Pro 6000, 96GB VRAM
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+Pro
+20–100 users · RTX Pro 6000 Blackwell, 288GB
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+Max
+100+ users · NVIDIA HGX H200, 1.1TB VRAM
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+ACCESS SURFACES
+
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+Users
+Admins and review teams
+Department users,
+security, and
+procurement
+reviewers.
+
+
+Portal Access
+Browser over internal network
+Nexus One AI portal
+and the Open WebUI
+chat surface.
+
+
+Integration Access
+API consumers
+Service accounts and
+internal automation
+jobs.
+
+APPLICATION AND ORCHESTRATION
+
+
+Portal and Session Layer
+Nexus One AI Portal and Open WebUI
+Authentication, session control, and
+admin UX.
+Prompt workflows, model selection,
+and review screens.
+
+
+FastAPI Control Plane
+REST APIs and orchestration — 156 routes
+License, tier, users, API keys, and
+system reports.
+Model router and guardrails on
+Pro/Max tiers.
+Audit logs, backup/restore, and
+readiness state.
+
+
+Workflow and Agent Execution
+Server-side task coordination
+Agent builder, scheduled jobs, and
+document actions.
+Connector sync and save-to-knowledge-
+base flows.
+
+AI AND DATA SERVICES
+
+
+Inference Runtime
+Ollama local model serving
+Model catalog, runtime status, and
+local inference.
+vLLM OpenAI-compatible serving on
+Pro/Max tiers.
+CPU or NVIDIA GPU execution path.
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+Knowledge Retrieval
+ChromaDB and embedding pipeline
+Document upload, chunking,
+indexing, and query retrieval.
+RAG context delivery back to
+application services.
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+Applied AI Services
+Document and meeting intelligence
+Document parsing, summarization,
+and meeting transcription.
+Evaluation suite and QLoRA fine-
+tuning on Pro/Max.
+
+
+Content and Config Storage
+Persistent local state
+Uploads, backups, install config,
+and license artifacts.
+Model files and service
+configuration.
+
+OPERATIONS AND PLATFORM
+
+
+Observability
+Prometheus and Grafana
+System, GPU (DCGM), and service
+health metrics.
+Operational dashboards for support
+and handover.
+
+
+Deployment Substrate
+Ubuntu 22.04 install target
+Bootable ISO or scripted installer
+path.
+vLLM, JupyterLab, MLflow, and
+MinIO on higher tiers.
+Internal-network and air-gapped
+deployment friendly.
+
+
+Operations Controls
+Backup, restore, readiness, and audit
+Feasibility and readiness reports
+for handover.
+Commercial licensing and tiered
+feature gating.
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+Customer-controlled boundary: portal, APIs, inference, retrieval, and operational telemetry remain on infrastructure owned or managed by the customer.Powered by Cezen
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