Context & tools
The material the work starts from: the sources, documents and tools a team already relies on.
企业基础设施
您的AI。您的云。您的规则。
在您控制的隔离专属云环境中部署Swfte的完整AI平台——模型、代理、工作流和数据管道。专为合规、安全和数据主权不可妥协的组织而构建。
In short:在您自己的专属云环境中部署Swfte AI模型、应用程序和数据桥接。为受监管行业提供安全、合规、可审计和可扩展的基础设施。
- Isolated VPC or bare-metal: AWS, Azure, GCP, or your data center
- Run proprietary & open-source models with full weight control
- Bridge CRM, ERP, and internal APIs with zero public internet exposure
DedicatedSingle-tenant infrastructure
<50msIntra-VPC Latency
0Data Egress
Your Dedicated Environment
AI Models
LLaMA · Mistral · GPT-4
Agent Workflows
Studio · Orchestration
Knowledge Base
RAG · Vector Search
Security Layer
RBAC · Audit · Encryption
Private Link
CRM
ERP
Data Warehouse
FedRAMP
HIPAA
SOC 2
GDPR
On-Premise
Air-Gapped
Data Residency
Multi-Region
专属云的工作方式
01
Step 1
配置您的环境
我们在您首选的云区域中创建隔离的VPC——或在您的数据中心内的裸金属上部署。基础设施即代码确保可重现性。
02
Step 2
部署模型和代理
引入开源模型（LLaMA、Mistral）或连接您的授权模型。在Studio中构建代理和工作流——一切都在您的边界内运行。
03
Step 3
桥接您的数据
通过安全的私有链接连接知识库、数据库和内部API。RAG管道、语义搜索和向量存储都保留在您的网络内。
04
Step 4
运营和扩展
通过跟踪、指标和成本分析实现完全的可观察性。自动扩展计算、管理模型版本和即时回滚——一切由您的策略管理。
专用GPU计算
配备InfiniBand互连和自动故障切换的专用NVIDIA加速器。无共享租户，无噪声邻居。
H100 SXM
700亿+参数模型的训练和实时推理
80 GB HBM3 · 3.35 TB/s
A100
7B–30B参数工作负载的微调和批量推理
80 GB HBM2e · 2 TB/s
L40S
高吞吐量推理、RAG管道和多模态工作负载
48 GB GDDR6
400 Gb/s
NDR InfiniBand
N+1
Automated Failover
K8s
GPU Scheduling
内置安全与合规
堆栈的每一层都为受监管的高控制环境而设计。
SOC 2 in preparation
A SOC 2 Type I audit is being prepared; the target date is on our trust page. No independent audit report exists yet.
Encryption in transit and at rest
TLS in transit and encrypted storage at rest. Customer-managed keys are scoped per engagement and are not a standard offering today.
完整的审计追踪
Model invocations, data access and configuration changes are logged and exportable for compliance reporting.
零信任访问控制
OIDC sign-in, role-based access and per-tenant isolation. SAML SSO is in development.
SOC 2 Type I
In preparation
Single-tenant
Dedicated infrastructure
Support
Scoped per contract
Air-Gapped
Available option
Illustrative deployment scenarios
Illustrative examples of how a regulated organisation could use a dedicated environment. They are not customer case studies.
金融服务
Illustrative: private AI for risk analysis at a bank
Illustrative scenario, not a customer: a bank moves fraud and risk analysis into a dedicated, network-isolated environment so transaction data never reaches external networks.
Read more
医疗保健和生命科学
Illustrative: AI for clinical research
Illustrative scenario, not a customer: a health system analyses research data in a dedicated environment. Swfte does not sign HIPAA BAAs today, so this requires a separately agreed compliance scope.
Read more
政府和国防
Illustrative: sovereign AI with no internet connectivity
Illustrative scenario, not a customer: agents process sensitive documents on isolated infrastructure with chain-of-custody logging. Government authorisations such as FedRAMP are not held today.
Read more
专属云常见问题
我们支持AWS、Microsoft Azure和Google Cloud Platform。我们还提供在您自己的数据中心或托管设施中的裸金属部署，以实现最大控制。
标准云部署需要2-4周。裸金属和气隙部署通常需要4-8周，具体取决于硬件采购和安全审查时间线。
当然可以。我们的模型网关支持任何模型——开源（LLaMA、Mistral、Falcon）、商业（GPT-4、Claude）或您的专有微调模型。所有模型都在您的专属环境中运行，具有统一的可观察性。
None yet. A SOC 2 Type I audit is in preparation (target date on our trust page). We do not hold ISO 27001, HIPAA, FedRAMP, PCI DSS or HITRUST attestations. We will work with your compliance team on the controls a dedicated environment needs and state plainly what we can and cannot evidence.
Connection map / Dedicated Cloud
Draw the boundary for a private deployment
Inspect three decisions for an illustrative isolated environment. Illustrative authored example · snapshot · 7 September 2026. Supplied catalogue copy, not verified performance evidence; this preview does not execute a workflow.
Request / boundary
An internal application sends a model request.
Routing consideration
Place the application endpoint and model service inside the planned private boundary.
Architecture question: which network paths must be permitted?
Request / boundary
The team wants to operate its own model weights.
Routing consideration
Separate model storage and serving responsibilities from application ownership.
Architecture question: who can update, load and retire a model?
Request / boundary
A serving instance becomes unavailable.
Routing consideration
Define recovery responsibilities before selecting an operating configuration.
Architecture question: what failover procedure will the team test?
How the pieces connect
One useful outcome.
Six deliberate layers.
A spatial explanation of the workflow.
Select a stage or scroll to explore.
EXPLORE THE ASSEMBLY
Intelligence
The reasoning step. A model reads the context that was gathered and proposes something a person can act on.
Review boundaries
The limits set before the work runs — what is in scope, what is refused, and who is asked when it is unclear.
Workflow
The sequence itself: the order of steps, the handoffs between them, and where a person is required.
Deployment
How the result reaches the people who use it, and the conditions under which it is allowed to run.
Evidence
What is kept afterwards so a reviewer can retrace the decision: inputs, choices, and the person accountable.
CONCEPTUAL WORKFLOW MODEL — NOT A DEPICTION OF SYSTEM ARCHITECTURE
Illustrative authored example · snapshot · 7 September 2026. Capabilities and figures require confirmation.