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File: //tmp/ezos-services-json-ok
{
    "updated": "2026-05-31",
    "services": [
        {
            "name": "Managed Local AI",
            "url": "/managed-local-ai/",
            "summary": "Managed Ollama-based local AI on customer-owned or customer-rented GPU infrastructure with Open WebUI as the default interface.",
            "cta": "Order Managed Local AI",
            "href": "https://support.ezoshosting.com/cart/managed-local-ai/",
            "bullets": [
                "Ollama standard",
                "Open WebUI default",
                "RTX 4000 Ada class 20 GB model-fit shortlist",
                "Benchmark report before throughput promises",
                "No third-party AI API required by default",
                "Private RAG with source-answer smoke tests",
                "Local document and transcription workflow benchmarks"
            ],
            "plans": [
                {
                    "name": "BYO Server Management",
                    "from_usd_monthly": 299.18,
                    "fit": "Customer-owned or customer-rented GPU server with managed Ollama/Open WebUI operations."
                },
                {
                    "name": "Local AI Managed",
                    "from_usd_monthly": 699.42,
                    "fit": "Managed private local model hosting with benchmark-first setup."
                },
                {
                    "name": "Team RAG",
                    "from_usd_monthly": 999.6,
                    "fit": "Document-assisted local AI and team knowledge workflows."
                },
                {
                    "name": "Business Secure",
                    "from_usd_monthly": 1499.9,
                    "fit": "Controlled production rollout with security hardening, audit preparation, and support scope."
                }
            ],
            "runtime_policy": {
                "local_ai": "benchmark-first",
                "gpu_class": "RTX 4000 Ada class 20 GB systems are positioned for small-to-medium local models.",
                "readiness_gate": "Do not promise live local inference until GPU driver visibility, Ollama service health, and a model smoke test pass."
            },
            "current_model_shortlist": [
                {
                    "use_case": "assistant_and_support",
                    "candidates": [
                        "Qwen3 8B/14B",
                        "Gemma 3 12B"
                    ],
                    "positioning": "Default benchmark candidates for support assistants, summaries, drafting, and RAG answers."
                },
                {
                    "use_case": "multimodal_triage",
                    "candidates": [
                        "Gemma 3 4B vision",
                        "Gemma 3 12B vision"
                    ],
                    "positioning": "Document screenshot and product-image triage after privacy review."
                },
                {
                    "use_case": "team_rag_embeddings",
                    "candidates": [
                        "Qwen3-Embedding 0.6B",
                        "Qwen3-Embedding 4B",
                        "Qwen3-Embedding 8B"
                    ],
                    "positioning": "Multilingual retrieval, code search, and private knowledge bases with measured storage and latency."
                },
                {
                    "use_case": "code_assistant_benchmark",
                    "candidates": [
                        "Qwen3-Coder 30B",
                        "Qwen3 14B fallback"
                    ],
                    "positioning": "Private repository assistant benchmark only; memory, context length, latency, and access controls decide fit on RTX 4000 Ada class 20 GB systems."
                },
                {
                    "use_case": "advanced_reasoning_trial",
                    "candidates": [
                        "Qwen3 30B-A3B",
                        "Gemma 3 27B QAT-style trials"
                    ],
                    "positioning": "Benchmark work only; quantization, context length, and concurrency decide fit on 20 GB systems."
                }
            ],
            "market_positioning": "Benchmark current Ollama-friendly Qwen3, Gemma 3, and Qwen3 Embedding candidates on RTX 4000 Ada class 20 GB systems before promising throughput.",
            "offer_tracks": [
                {
                    "name": "Private RAG with sources",
                    "href": "https://support.ezoshosting.com/cart/managed-local-ai/Team-RAG/&step=0",
                    "fit": "Internal documents, support archives, policies, and project knowledge with cited answers.",
                    "stack_candidates": [
                        "Open WebUI",
                        "Qwen or Gemma chat candidate",
                        "EmbeddingGemma or Qwen embedding trial"
                    ],
                    "smoke_test": "Representative corpus ingest, fixed benchmark questions, cited-answer requirement, VRAM, latency, and miss-behavior log."
                },
                {
                    "name": "Local PDF and image extraction",
                    "href": "https://support.ezoshosting.com/cart/managed-local-ai/Business-Secure/&step=0",
                    "fit": "Invoices, forms, screenshots, and operational documents that need local extraction support.",
                    "stack_candidates": [
                        "Vision-language model benchmark",
                        "OCR/PDF fallback",
                        "Field-level validation notes"
                    ],
                    "smoke_test": "Real sample pages against expected fields, false-positive review, unsupported layout notes, throughput, and VRAM peak."
                },
                {
                    "name": "Local transcription and meeting notes",
                    "href": "https://support.ezoshosting.com/cart/managed-local-ai/Business-Secure/&step=0",
                    "fit": "Interviews, internal meetings, and support recordings with private audio handling.",
                    "stack_candidates": [
                        "Whisper or faster-whisper benchmark",
                        "English and German sample set",
                        "Optional local summary pass"
                    ],
                    "smoke_test": "Representative 5 to 30 minute audio files, runtime factor, language quality, segmentation limits, and GPU use."
                }
            ]
        },
        {
            "name": "AI Apps",
            "url": "/ai-apps/",
            "summary": "Private knowledge, team chat, workflow automation, and creative GPU app stacks managed around open-source tools.",
            "cta": "Compare AI Apps",
            "href": "/ai-apps/",
            "bullets": [
                "AnythingLLM or LibreChat",
                "Flowise and n8n options",
                "ComfyUI for creative GPU workflows",
                "vLLM only as optional advanced layer",
                "Team RAG benchmark path",
                "Qwen3-Embedding retrieval candidates",
                "Permissions and update-window scoping",
                "Code assistant benchmark path",
                "Qwen3-Coder 30B trial with fallbacks"
            ],
            "team_rag_fastpath": {
                "href": "https://support.ezoshosting.com/cart/managed-local-ai/Team-RAG/&step=0",
                "from_usd_monthly": 999.6,
                "benchmark_candidates": [
                    "Qwen3-Embedding 0.6B",
                    "Qwen3-Embedding 4B",
                    "Qwen3-Embedding 8B"
                ],
                "positioning": "Private knowledge benchmark and deployment path; no live inference promise until GPU, Ollama, and target-model smoke tests pass."
            },
            "code_assistant_fastpath": {
                "href": "https://support.ezoshosting.com/cart/managed-local-ai/Business-Secure/&step=0",
                "benchmark_candidates": [
                    "Qwen3-Coder 30B",
                    "Qwen3 14B fallback"
                ],
                "positioning": "Private repository assistant benchmark; no live production claim until GPU, Ollama, and target-model smoke tests pass."
            }
        },
        {
            "name": "GPU Infrastructure",
            "url": "/gpu-infrastructure/",
            "summary": "Right-sized GPU servers for local inference, image workflows, and private automation stacks.",
            "cta": "Plan GPU Stack",
            "href": "/gpu-infrastructure/",
            "bullets": [
                "Dedicated setup",
                "Storage and backup planning",
                "Monitoring and maintenance",
                "RTX 4000 Ada class fit guidance",
                "Benchmark before performance promises"
            ]
        },
        {
            "name": "Open Source Hosting",
            "url": "/open-source-hosting/",
            "summary": "Managed open-source hosting with CyberPanel, domains, SSL, DNS, and human support.",
            "cta": "View Hosting Options",
            "href": "https://support.ezoshosting.com/cart/open-source-hosting/",
            "bullets": [
                "CyberPanel control panel",
                "WordPress, Nextcloud, Matomo and more",
                "No cPanel or CentOS claims",
                "Built for long-term maintenance",
                "Starter, Pro, Business, and Managed App paths",
                "Checkout remains final for term, options, renewal, taxes, and total"
            ],
            "plans": [
                {
                    "name": "Open Source Starter",
                    "from_usd_monthly": 12.91,
                    "fit": "One small site, project, or association with maintainable open-source hosting."
                },
                {
                    "name": "Open Source Pro",
                    "from_usd_monthly": 29.91,
                    "fit": "Active WordPress, Nextcloud, Matomo, or similar open-source applications."
                },
                {
                    "name": "Open Source Business",
                    "from_usd_monthly": 69.04,
                    "fit": "Business sites needing predictable support, restore help, and operational review."
                },
                {
                    "name": "Managed App Hosting",
                    "from_usd_monthly": 99.06,
                    "fit": "Managed application layer with updates, backups, monitoring setup, and maintenance planning."
                }
            ],
            "pricing_note": "Public starting prices observed in the HostBill cart on 2026-05-31; checkout remains authoritative for term, options, renewal, taxes, and final total."
        },
        {
            "name": "Domains",
            "url": "/domains/",
            "summary": "Domain registration, renewal, transfer guidance, DNS support, and secure live availability and price checks for project domains.",
            "cta": "Check live availability and price",
            "href": "https://support.ezoshosting.com/checkdomain/domains/",
            "bullets": [
                "Secure checker confirms final USD price",
                "Dated examples support quick comparison",
                "Transfers reviewed by registry rules",
                "DNS basics included"
            ],
            "pricing_note": "Popular TLD examples were observed in the public HostBill checker on 2026-05-31; the secure checker and checkout remain authoritative for availability, term, taxes, and final price."
        },
        {
            "name": "Support",
            "url": "/support/",
            "summary": "Human support, knowledgebase, client area, and ticket flow for managed hosting and AI stacks.",
            "cta": "Get Support",
            "href": "/support/",
            "bullets": [
                "Knowledgebase entry point",
                "Tickets for clients",
                "Managed setup consultation",
                "Real operational help"
            ]
        },
        {
            "name": "Affiliates",
            "url": "/affiliates/",
            "summary": "A partner program for people who recommend hosting and managed local AI they actually trust.",
            "cta": "Join Affiliates",
            "href": "https://support.ezoshosting.com/affiliates/",
            "bullets": [
                "Trackable partner flow",
                "No fake claims",
                "Eligible paid orders only",
                "Transparent program language"
            ]
        }
    ],
    "runtime_policy": {
        "local_ai": "benchmark-first",
        "gpu_class": "RTX 4000 Ada class 20 GB systems are positioned for small-to-medium local models.",
        "readiness_gate": "Do not promise live local inference until GPU driver visibility, Ollama service health, and a model smoke test pass."
    },
    "market_watch": {
        "last_checked": "2026-05-31",
        "sources": [
            "Ollama Qwen3 library",
            "Ollama Gemma 3 library",
            "Ollama Qwen3 Embedding library",
            "Open WebUI Ollama documentation",
            "NVIDIA RTX 4000 Ada specifications",
            "Ollama Qwen3-Coder library",
            "Ollama EmbeddingGemma library",
            "vLLM NVIDIA CUDA installation documentation",
            "Hugging Face Qwen3-8B",
            "Hugging Face Qwen3-Embedding-8B",
            "Hugging Face Qwen2.5-VL-7B-Instruct",
            "Hugging Face Whisper large-v3",
            "SYSTRAN faster-whisper"
        ],
        "operational_note": "GPU runtime is gated until driver visibility, Ollama health, and target-model smoke tests pass on the actual host.",
        "offer_track_note": "Next commercial tracks are benchmarked setup packages: source-backed RAG, local document/image extraction, and local transcription. Claims remain gated by runtime and smoke-test evidence."
    }
}