mingde.ai

mingde.ai/服务/AI API 服务

№ 01SERVICE 06 — API SERVICE

Enterprise AI
API Service
Compliance-First Distribution

Distribute Claude / GPT / Gemini to your enterprise clients securely and compliantly. WORM audit · Dollar hard cap · Error redaction · Vault approle · Portal isolation · Multi-key failover. Built for FinTech, healthcare, and listed-company B2B distribution.

5 HARD LINES · 100% CODE-TRACEABLE · WORM OBJECT LOCK 365 DAYS · VAULT APPROLE ZERO LONG-LIVED TOKEN

№ 02PROBLEM

Distributing AI APIs:
Compliance Is the Real Problem

You want to wholesale Claude / GPT capabilities to enterprise clients. But every client demands audit logs, budget controls, and data residency — standard panels simply can't hold up to these requirements.

PAIN 01

Immutable Audit Trails

Compliance teams require call logs retained 180-365 days with physical deletion protection. Row-level soft-delete in a regular database won't cut it.

PAIN 02

Budget Exhaustion Attacks

One misbehaving client with a large concurrent burst can zero out your upstream USD balance. Post-hoc chargeback recovery rates are extremely low.

PAIN 03

Upstream Key Leaks

Upstream API keys mixed into 5xx logs — if clients see them, the liability is yours, whether regulatory or contractual.

PAIN 04

Compliance Certification Gaps

What SOC2 / ISO27001 / HIPAA auditors need to see simply doesn't exist in a standard proxy. Every audit becomes emergency remediation.

№ 03PRODUCT

Not the prettiest panel —
the one that survives audits

We build and operate an enterprise AI API relay purpose-built for compliant B2B distribution. Every capability maps to a code commit and observable metric — no slide deck numbers.

365

Day WORM Retention

MinIO Object Lock compliance mode physically prevents any overwrite or deletion, exceeding most regulatory requirements.

5

Hard Red Lines

WORM audit · Dollar hard cap · Error redaction · Vault approle · Portal isolation. Each red line has CI-enforced tests.

49

% HMAC Speedup

VK HMAC single-pass verification is 49% faster than naive implementation, meeting SLO recording rule p99 on the hot path.

№ 04CAPABILITIES

Nine Capabilities,
Every One Commit-Traceable

COMPLIANCE

WORM Audit (Object Lock)

All call events, key issuance/revocation, logins, and content interceptions land in MinIO Object Lock compliance mode — 365 days, physically undeletable.

BILLING

Dollar Hard Cap (DoW Defense)

GCRA multi-dimensional rate limiting + atomic pre-deduction by max_tokens × model price before each call, preventing Denial-of-Wallet attacks.

SECURITY

Error Response Redaction

5xx responses never expose upstream body. Unified {error:{code, message, trace_id}}. Upstream API keys won't flow back to clients even if log-leaked.

COMPATIBILITY

OpenAI ↔ Anthropic Translation

Clients use the OpenAI SDK unchanged; backend calls Anthropic's native endpoint. SSE streaming, tool_calls, extended thinking — fully bidirectional.

RELIABILITY

Multi-Key Pool + Circuit Breaker

Per-Tier (RPM/TPM) key sharding, auto-failover when provider 5xx rate exceeds 30%. Weighted least-connections — clients feel nothing.

OPERATIONS

Request Inspector

Ops surface: replay metadata (tenant/vk/tokens/cost/latency) for any request by trace_id. Original content never exposed. Locate any complaint in 30 seconds.

AUTH

SSO / OAuth Enterprise Login

Google / GitHub / OIDC (Azure AD / Okta / Auth0 / Keycloak). Hand-written OAuth2 + JWKS validation — zero new dependencies.

PRIVACY

PII Redaction + Tenant Policy

Presidio-style recognition of email / national ID / credit card / API key. YAML per-tenant policy: block / warn / redact — your choice.

EFFICIENCY

Thinking + Batch at Half Price

Claude 4.6 Opus/Sonnet 300k token output + native thinking trace passthrough + Messages Batches endpoint automatically billed at 50% off.

№ 05ONBOARDING

Three Steps to Live,
Zero Client-Side Changes

01

Add Your Upstream API Keys

Add Anthropic / OpenAI official API keys to the Provider Pool via the admin console. Keys are written to Vault transit-encrypted at rest — the application process never touches plaintext.

SETUP
02

Issue Virtual Keys to Clients

Generate a virtual key under the tenant — shown once only. Set allowed models, IP allowlist, and monthly USD budget. Clients swap the base URL to SACTL and change nothing else.

DISTRIBUTE
03

Monitor Usage, Billing, and Audit

Dashboard shows QPS / cost / latency percentiles. Inspector replays request metadata by trace_id. Audit streams 365 days of WORM events. Five pre-built Grafana dashboards included.

MONITOR
№ 06PLANS

Choose by Scale,
Compliance Included in All Plans

All plans share the full set of red lines and audit capabilities. Differences are deployment model, SLA, and support response.

Self-Hosted Community

Open-source self-hosted for teams willing to run their own ops

Free

Docker Compose one-command setup
All 5 red lines + WORM audit
GitHub Issues community support

Recommended

Managed Enterprise

We host it — for enterprises that need compliance certs but not an SRE team

Contact for Pricing

Isolated K8s namespace
99.9% SLA + cross-region DR
SOC2 / ISO27001 audit support
24×7 tickets + 4-hour response

Dedicated / On-Prem

Deployed in your network — for finance, healthcare, and government

Custom

Dedicated VPC / private network
HIPAA BAA / national crypto compliance
Custom OIDC / SAML / audit export
Dedicated architect + on-site support

All plans include the full red-line feature set. Managed Enterprise supports a 30-day free trial — no credit card required.

№ 07GET STARTED

From Onboarded to
First Virtual Key in 30 Minutes

Try Managed Enterprise free for 30 days. We connect your existing Anthropic / OpenAI keys, then hand your first client their sk-xa-* — the audit and compliance clauses in the contract are already handled.

SELF-HOSTED COMMUNITY · MANAGED ENTERPRISE · DEDICATED / ON-PREM