SECURE INFERENCE FOR ENTERPRISE
End-to-endencryptedinferenceforeverymodel.
CLIENT · DECRYPTED
agent tui 0.4.2 | local embedded | agent main> explain sshSSH, or Secure Shell, is a protocol for logging in to another computer over a network you do not trust and working on it as if you were at its keyboard.Everything that passes between the two machines (commands, output, files) is encrypted before it leaves and decrypted only on the other end.### 1. What is it used for?- Remote administration: open a shell on a server to install packages, edit configs, or read logs.- File transfer: scp and sftp ride on top of SSH, so copies inherit the same protection.- Port forwarding: wrap a plaintext service, like a database port, inside the tunnel.### 2. Where does the security come from?SSH replaced Telnet, which sent passwords in the clear. It layers three kinds of cryptography:- Key exchange: both sides derive a fresh session key; an observer never sees it.- Symmetric encryption: that key encrypts the traffic, fast enough for interactive use.- Integrity checks: every packet carries a MAC, so tampering is detected and the connection drops.### 3. Keys instead of passwordsPut your public key on the server in authorized_keys. Your private key never leaves your machine, so there is no password to phish, and access is revoked by deleting one line.### 4. A minimal config```# ~/.ssh/configHost prod HostName 203.0.113.7 User admin IdentityFile ~/.ssh/id_ed25519 ForwardAgent no```Then ssh prod connects. On the first connection SSH shows the host fingerprint and asks whether to trust it.### 5. Summary| Concern | Mechanism ||-----------|---------------------------|| Identity | Host key fingerprint || Login | Public and private key || Privacy | Per-session symmetric key || Integrity | Per-packet MAC |
WIRE · ENCRYPTED
2026-09-10 14:12:37,911 INFO cc_proxy.wire: <- https://enterprise.blackbox.ai/enc/nvidia/nemotron-3.5-lightning/message_stream {"nonce": 3670, "iv": "mquT4lcbJtQk+UKf", "ciphertext": "TyoKRmRG6qGOgqOylpIA/RUTOqh4iZhcbX5GHbDTSO5OIs2hS844v8Oq1rd+ibeOuTEGUTuANMasZv7GxAhCX7SMaXTVgroB+jkaqRacyYTjaaJt7/U9sJOS/laIfmewr411F2StW5QzO2t11NJQ2vz5Et4JpVac", [84 chars omitted], "signature": "MGUCMQ82XS/mYhia46lQonRablP5ELn4kadv5TjVYyAqGhr/RIKyRzSDvr3KMsyJzp3FGTCxcE2HPR4TdjWxAVarsvr/dgR2PIHzhE34w+81Y/rJW8bW6UroqTpHgaBL7bT1Bl3Zj7=="}2026-09-10 14:12:37,928 INFO cc_proxy.wire: <- https://enterprise.blackbox.ai/enc/nvidia/nemotron-3.5-lightning/message_stream {"nonce": 3671, "iv": "CJcOr94pE8iV6AaN", "ciphertext": "ZaaPLZACnVp/b0YMMRR/1v7WqvCPSzDZ9+Xc/eT0AbrwCjLOWYtttXlXRksMoopMSmMpnOnOl3M6hSs/YWtu5LCBFmfOTNBt2wCwRw4s1vloxLTYz4lpnOmU40ann5ZQ3RmQDhdq7ED5xN+dtYZjbocSFrkABzet", [116 chars omitted], "signature": "MGYCMQChrKXkOwt94F2UF18nCgVnk8Q7iFLPzadUSeNAPcP2nebs32fweHePk6cZwkirVmdqkOLbY3Swk+xphNBjgf5S/G+dLkgchDuengxzFenXjCi4WaaDzlxORx2thz4/BHabhM=="}2026-09-10 14:12:37,944 INFO cc_proxy.wire: <- https://enterprise.blackbox.ai/enc/nvidia/nemotron-3.5-lightning/message_stream {"nonce": 3672, "iv": "p6Sqt1n1h6525zoE", "ciphertext": "jJnvPAYPkjPLGC4rWOY7/UZ40KudTa8eNlhiqGrIDaq4pFDstP0q0t7gqDjMu7iVb6QCEyRetQqaywkF83I5+dlcfj+XmiFaeAPa3wMZJ2fLtTTc3PWotXsaTf/PpzPIgFRHoohTWQe0NCF/Q1aurSyhejfJnpVL", [84 chars omitted], "signature": "MGYCMQCB8mbCfd/fa0rX1C3vt+0yNb4YKeLILy3rB4B1f98PXwNVOv9p5trYpXKb/o4eALId5tgdfaP1Tz7meCw0bd8RniafSCCnnfhq0+CD8tKGkK1b7KRNmEdx0MAoUGtRSVpC4y=="}2026-09-10 14:12:37,957 INFO cc_proxy.wire: <- https://enterprise.blackbox.ai/enc/nvidia/nemotron-3.5-lightning/message_stream {"nonce": 3673, "iv": "vZ1Cak0NUinTrEEJ", "ciphertext": "5gHvZ/LD6f/03lymaGq4DXdd++mW1BkW575BGkjz0QNWLq0Wqrz3MbQWbYvf6ujRQ68I7XMxR/qwlM1+yHET9tSizTLb5Fcxo4bC3nV5skhrkJuHvrCKpaxb4lG6ry04gCLK6w/+DT2/cGe6+ajF9DPDPm9nfHSs", [144 chars omitted], "signature": "MGQCMBjU4KjvQf8dgvO2Z9wSA6jBRetGKAyWm3AveLqu+aQb0ntPNxIepPrdStqZz80q1QX65pmfFa0gHU0r4C1rdz2XS5WqoXOfkusN+XkJoMIax81GAUOUjlXQMB/Aa88E3ifn/6=="}2026-09-10 14:12:37,972 INFO cc_proxy.wire: <- https://enterprise.blackbox.ai/enc/nvidia/nemotron-3.5-lightning/message_stream {"nonce": 3674, "iv": "vW9P60XJ9xCt5R99", "ciphertext": "8h8pJaIVAzLUNSUTuSXUIh5XPxoLpFSW4RHai+1FWysHw3F8y3MgS4QeiaXqwtn33gXlbvIdQ5hVTNGSOwXMJWjtjbzNb7IvmnxaM892tkRlxjHytBZMUWs9F/EZYIr3ckKBWpm9IRfbPs6nyBYp4uc0nqlp9NG6", [120 chars omitted], "signature": "MGYCMQC+g7vpczz5R/Bm6XJsZUZJljT8ws+T1ri6Lz14K9uD8XYIm+BJ3zgwG+TSTV+Cf/uWhtMwF7RCGNDvP4TAm7gwY8BOVDvmyQTVh/jXLZrMJOBlSmYL7jvhq0b8A4cBB/9HkJ=="}2026-09-10 14:12:37,988 INFO cc_proxy.wire: <- https://enterprise.blackbox.ai/enc/nvidia/nemotron-3.5-lightning/message_stream {"nonce": 3675, "iv": "+Js1aOImo8Ero/B3", "ciphertext": "a9wqKl5TrVqtk7og0KnCK6SCzzwA3087hXqlUI/zZsYLMHhMWOXywWXKgxsH0LhBSypH0AptOo1lt4rq4InSbUNhaUuwE7CCgPDU6LQg09eTU/UfIT37rvex8zgOuf7qdwvOYcPpw8MFBpZ8hfErDqykMX36mFPk", [64 chars omitted], "signature": "MGQCMBgmUF+hZx2XqHEG8CUN08OmgBkg+lkh2R9rJCZzpeYsBFdj6T5W8fqsRqY+nU/oQFiqZ8pDeTVFXALCFbmtjfe3Vx0/+0l3P9fTVFYWXx+vxNcyZkzJCVmXfpzTrBvxB119OJ=="}2026-09-10 14:12:38,007 INFO cc_proxy.wire: <- https://enterprise.blackbox.ai/enc/nvidia/nemotron-3.5-lightning/message_stream {"nonce": 3676, "iv": "M9d/mcFukyywwQEO", "ciphertext": "2ZyarBxQ+9KyLjoNqq3jPx6I1YiS9QOhf0RI4KcyLp+wpARd4Jv0ivKUvnCUVPa55B8Skpvkm2X+rYS6UT4bzb22Tocfew3rQhQfoKYjiLOIWJsja3DnIYt9sniZpIJnPswaI4wcUpuyzOWXIqT9hlugtPEOQT7+", [60 chars omitted], "signature": "MGYCMQCUeFVamY4vIOBcD72WSNXHD34mAQVYtgSFhzzn1ti597GsLHdgS05ES0dPnZIAFgpGq40JRuW2yOk7TSMEDLa5190NG9lJSNgaay9y7yTrCIJiHrWOE2+qSm/djiRx3d0jPF=="}2026-09-10 14:12:38,020 INFO cc_proxy.wire: <- https://enterprise.blackbox.ai/enc/nvidia/nemotron-3.5-lightning/message_stream {"nonce": 3677, "iv": "AIMSLo4qH/2JzcT7", "ciphertext": "cIIZTXc6BG5lYr1ly6t9GgViTty8DR0ta/IS4HVlIX/X2IR0Jt6jXSW6pipBtMeRMS5kj7LuzdxEr5P9ltVJfwH66/LZZjok2hdC/VfL713Ckx8LFkdWnRg6yqRiDToKyO/0hJXmwgs6WHMFADcnGDhVCClZuKDG", [68 chars omitted], "signature": "MGYCMQCtE1itME8TZTBkMaQw8HExD8JomDXgQs33GoLJaRFCnV1OB3cHXFpqe4uemLJIPPPltEMB+jXXENHQd7dDMdy//OQLRdEMDpfHI3cFW935gbGRngiacYwPD9qr8tcTphWgFl=="}2026-09-10 14:12:38,033 INFO cc_proxy.wire: <- https://enterprise.blackbox.ai/enc/nvidia/nemotron-3.5-lightning/message_stream {"nonce": 3678, "iv": "SiOBlx3pASwJlvsl", "ciphertext": "OZDF9XCDrIq+XCXHL++sJkp99KjBCaniVq2eAbXQmsmoPIO00z/CO3G1Sv3oU2+tje3pqICr6D0fApZQsBahJGk4a/7nN8QwetN4zkc4sWqcvYvVYSfsBO6BU42Q6EA3A0vsrbi8KRrIfIRXqDtRu3DbbzYOKfCE", [100 chars omitted], "signature": "MGQCMBtxWBegguCbmsZFNqy5pHhkFO48J6EsZ9jP6l4hvLashuDLEImJftopX1hpTi4338Wvvej3pZimEnB2irZJf6+x5s73Grsgk2zTaOcpBzKAeMQa+N3GmldK9fmEE0VX+eTt9t=="}2026-09-10 14:12:38,047 INFO cc_proxy.wire: <- https://enterprise.blackbox.ai/enc/nvidia/nemotron-3.5-lightning/message_stream {"nonce": 3679, "iv": "nGume4mFAO3lw5cp", "ciphertext": "UIZY6Y39KDIa5YLrRdnrKo7luxpMX+RizSSKPAYK/Z78/TW0tPzvx/quNJEQRcyXNCWXEwjgyWFqRrdicpBm/sz29SVc5YcOaeLTLhTX5K/S7GngD/ZP88njhOHFDT3htkXhzLGn5UfzQg2VWfMRZPbBbMGc5xSI", [68 chars omitted], "signature": "MGQCMBA28Oi1CkJnwF21ZM3tc4J0B/stjr3Ak1EBRBIEztR/zNCV4tXvNxOxyeBkH7kd/HxUXMqAkRL6K/CDorcVBmLduQRy2rPDACInkZER1MrA2jtmvyNkhfAPEsRC5l90mm1X9H=="}2026-09-10 14:12:38,063 INFO cc_proxy.wire: <- https://enterprise.blackbox.ai/enc/nvidia/nemotron-3.5-lightning/message_stream {"nonce": 3680, "iv": "AGefdbAJ6044A2Tt", "ciphertext": "UG7NE2tV+wH+INs6InJilI9PbZCWAQ5l+dpfdRrzaq1VySmIXgsB4435NaIQT2l4ceeI2Knl1ic7XmuMT4FDP61ZAUjGP5mtw+hZIIhhIHj2x9VX/GUPqnsSG99l1p2NEuaIv27+ciq5iFE+wQJzhCe9N4rBVSkd", [108 chars omitted], "signature": "MGYCMQCafSzCH4ZIlPkg3yRd0jhAhnlP2Vne11ezBVNieGgjRtA8EI3CLukylkYZje9Ka7eNAw3iYb0MB58mrmCd4lkLt2iEb8TNIGosDz7XaLk3snvIVFVYsEXZHpMXDSZd/ar6pz=="}2026-09-10 14:12:38,082 INFO cc_proxy.wire: <- https://enterprise.blackbox.ai/enc/nvidia/nemotron-3.5-lightning/message_stream {"nonce": 3681, "iv": "AdbFRV2id+ibfNBB", "ciphertext": "bzXCYaPWyq1yohu6sfspwhjWSsMeTRKghxpFjY2mKi40c1WNvlevhTpw+6GLKFQLInZVRvsFYtjQtfgHyOGudzVVMUrULclKmnt/ufaiK4LiV4m8Ylp4tSckK5VBPAUAVYHTVQPkTMCIjM58gfSsI3nYEVuIkf3/", [84 chars omitted], "signature": "MGUCMQqMMnlGxDH7A59X9goQ3Yd1y5CnkTviH2qyxnGNvG8q6hDZs6jj7N/Frd13SYHlR7WwtviU5da6GGeBz4RMNoaDc9VKZzpwxlui8n90OO9legSL/Fj/JhEdxtE4LXyEqoxUZn=="}2026-09-10 14:12:38,095 INFO cc_proxy.wire: <- https://enterprise.blackbox.ai/enc/nvidia/nemotron-3.5-lightning/message_stream {"nonce": 3682, "iv": "lNYzADt5ATUarVY2", "ciphertext": "f2U4m9ZWZen0TlTQ0nHkYwpQaI1ykE+M3Bfec43v7aFTjlArDr7RpC943fDezliBb/gu59ZwBsUjlDsK3Z1O45hd+y4XSpS/r9fIcMJtu2g1UNMrzm2WO08DPRItrNknPOCwEE0LpATu8hzOhDa2rMvZ6FQ1ue29", [152 chars omitted], "signature": "MGYCMQCV4YocwBCI0NKHPuBL2H4scR2ZAO8Hbn72jIkDwqnZUbo8cqC62tzl7HDX0xh0IzTWgcaGy66ZwM0k3Tj7JDiBQ/gfgDjX5sOVBvVsVTRyNFGYH87EhFypeyuhCiaLGnptYn=="}2026-09-10 14:12:38,112 INFO cc_proxy.wire: <- https://enterprise.blackbox.ai/enc/nvidia/nemotron-3.5-lightning/message_stream {"nonce": 3683, "iv": "4pyuEuJAGKjh6DoN", "ciphertext": "bKM7pAFp9PAqEcxiKH6gNrmB1cQMe3FH5R35KoxZFTk+UV1iP1YLyLIOBeu5jgcRTjCt6t4rJuIUNzExPX5aKF9ehJoCO45zLvxtsOXjs8LfNHtAgwF5sQF9h3mxfoQ79ivMihaPeVpzTOMX7XQU+o8RU5pwy5fQ", [104 chars omitted], "signature": "MGYCMQCDjB3Ci3Yn3W11Y5i6U9Mv4xoN5oEZydnqi/foIHytXBkc1a4qe2JSYC8coI5oyd0z0/UxvQaUPcIf+2OoIUC9UVSFuleKtvMj+vz9nqXfxHR3szhI8GPd/meV7DqeyCL9KA=="}2026-09-10 14:12:38,192 INFO cc_proxy.wire: <- https://enterprise.blackbox.ai/enc/nvidia/nemotron-3.5-lightning/message_stream {"eos": true, "usage": {"prompt_tokens": 7312, "completion_tokens": 333, "total_tokens": 7645}, "key_alias": "anonymous"}
454 t/s
NEMOTRON 3 ULTRA · #1 ON ARTIFICIAL ANALYSIS
0
DATA RETENTION · ENFORCED AT THE GATEWAY
2.7×
LOWER COST THAN THE #2 PROVIDER
300+
MODELS · ONE ENDPOINT, ONE BILL
01 / RENT GPUs
Choose your GPUs. Expand on your terms.
Give your team the compute that each workload needs. Choose from GPU options across cloud providers, then add capacity within your Enterprise account.
Configure it yourself or work with a forward-deployed engineer.
99.9%UPTIME SLA
On demandADD GPU CAPACITY
TALK TO ENTERPRISE Available to Enterprise customers
NVIDIA B300
BLACKWELL ULTRA / SXM
BLACKWELL ULTRA / SXM
02 / INFERENCE & DEPLOYMENT
Run the model that fits your workload.
Use a hosted model or deploy your own open weights. Choose the compute behind your API endpoint.
Build it yourself or work with a forward-deployed engineer.
ENCRYPTION / YOUR CHOICE
Choose encryption for your workload. With this option enabled, data at rest is ciphertext only, never plaintext.
SECURITY OVERVIEWTALK TO ENTERPRISE Available to Enterprise customers
03 / FINE-TUNING
Own your inference engine and model weights.
Adapt an open-weight model to your data and tasks. Run your own fine-tuning workflow or work with a forward-deployed engineer.
MODEL ADAPTATION
Teach the model what good work looks like.
BASE MODELFINE-TUNINGTASK OUTPUT
EXAMPLE / SUPPORT TRIAGE
CUSTOMER MESSAGE
The SSO connection fails for every user.
EXPECTED CLASSIFICATION
- ISSUE TYPE
- sso_outage
- SEVERITY
- high
- ROUTE
- identity_team
- DOMAIN EXPERTISE
- Tune for the knowledge that your team needs.
- STRUCTURED OUTPUTS
- Train for the formats that your systems expect.
- COMPANY LANGUAGE
- Adapt the model to your terminology and style.
- INTERNAL TASKS
- Evaluate the model against your own use cases.
TALK TO ENTERPRISE Available to Enterprise customers
PROOF
Check it yourself.
BENCHMARKSIndependently measured speed#1 Nemotron 3 Ultra provider on Artificial Analysis. Open the live benchmark and verify the numbers.READ MOREPARTNERSHIPMicrosoft AI partnerLearn how the partnership works and what it includes for enterprise deployments on Azure.READ MORESECURITYThe security overviewEncryption options and ciphertext-only storage for your Enterprise workloads.READ MORE
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