Managed model access · Enterprise traffic control · Migration assurance

One API contract. Policy-first control. Evidence-led migrations.

Manage proprietary and open-source model access through one API, enforce spend and privacy policy before dispatch, and move workloads with evidence-backed rollout controls.

Open console Contact sales

OpenAI-compatible APIHard budget limitsEvidence-gated routing

DEMO WORKSPACE · SIMULATED DATA

Overview

Routes

Models

Policies

Keys

Usage

Region policy: HK

Spend guard · organization

31.84M / 100.00M credits

31.8% settled · 218K reservedHard budget active

Support Copilot18.20M creditsOn track

Risk Review8.14M creditsOn track

Code Agents5.50M creditsWatch

Policy-governed route

support-refunds-prod

ActiveZDR requiredHK / SG

APIapi.arc-ai.example/v1

GLM-5.2 · PrivateHealthyP1

Claude · SingaporeHealthyP2

Kimi K3 · EvaluationRestrictedP3

220-case migration evaluationClaude source manifest → three candidate systems

Conditional approval

GLM-5.24 / 5Best result · rollout approval required

Kimi K33 / 5Adapter re-run

Tencent Hy32 / 5Evidence required

Model families represented across access, BYOK, and evaluation workflows

OpenAIClaudeGLMKimiQwenDeepSeek

One platform · Three layers

Start with access, control, or migration assurance.

Managed access. Runtime control. Migration evidence. Enterprise Traffic Control is the operating layer beneath every Arc.AI product.

01Managed Model Access

One API for approved model deployments.

Use familiar API contracts across proprietary and open-source models, with local billing and customer-managed provider credentials.

Unified APIModel catalogLocal billingBYOK

Explore models

02Enterprise Traffic ControlCore platform

A policy contract before provider calls.

Attribute every request, authorize spend before dispatch, enforce routing and privacy constraints, and preserve the complete runtime trace.

IdentityHard limitsFailoverAudit

Explore traffic controls

03Migration Assurance

Prove the move before production.

Replay representative workflows against locked variants, review outcomes blind, and produce a decision memo with rollout and rollback thresholds.

Expert-ledPaired replayDecision memoRollout plan

Discuss an assessment

Pre-dispatch spend control

Reserve eligible cost before dispatch, then settle actual usage and release the remainder.

Four-level limits + reservations*

Evidence-gated routing

Evaluate region, retention, and provider evidence before dispatch—and fail closed when a requirement is unmet.

Fail-closed privacy policy

Build auditable migration evidence

Replay representative cases against pinned variants and compare quality, tool use, latency, cost, and failures.

Decision memo + controlled rollout

* Hard limits apply to eligible Arc.AI-billed calls after configuration and validation. BYOK, tools, taxes, and contracted fees are metered separately.

Pre-request spend control

Enforce spend before dispatch.

Arc.AI reserves the maximum eligible cost against applicable budgets before dispatch, then settles actual usage and releases the remainder.

ENFORCEMENT BEFORE PROVIDER DISPATCH

Limits cascade from organization to key
Retries and fallbacks require a new reservation
Threshold alerts explain every hard stop

01RequestOpenAI-compatible

02ReserveWallet + budget

03PolicyZDR + region

04RouteModel endpoint

05SettleUsage + evidence

Policy-aware failover

Fail over without breaking policy.

Routes fail over only across administrator-approved endpoints and never relax region, retention, or model constraints.

Explicit endpoint priority
No replay after output or side effects begin
Full attempt chain in every Runtime Trace

01GLM-5.2 · Hong Kong429 · retry scheduled

02Customer BYOK · SingaporeBlocked · ZDR evidence expired

03Claude · SingaporeFallback succeeded

Trace trc_01K2P9E · policy zdr-apac-v3 · metadata only

Finance operations

One auditable billing center

Reconciled

DocumentEntityAmountStatus

Usage statement · 2026-06Hong Kong28.41M creditsFinal

Payment receipt · 0718-0042Hong KongHKD 156,000Paid

增值税电子发票 · 0709-0088Mainland ChinaCNY 72,000Delivered

Usage details · 2026-06Hong KongCSVReady

Managed Model Access · Local billing

One billing view. Separate wallets by legal seller and currency.

Fund organizations with Arc.AI Credits where available, or use existing provider contracts. Legal sellers, currencies, refunds, and invoice sequences remain separate while each charge is attributed to the workspace, principal, application, key, model, and provider.

Cards*FPS / bank transfer*Enterprise invoicing*Local wallet methods*

* Payment rails, currencies, and tax documents vary by market, contracting entity, and approval. Arc.AI Credits are non-cash and non-redeemable.

Migration Assurance · Claude Migration Lab

Prove what can move off Claude—and what should not.

Evaluate a customer source manifest and pinned harness across separate GLM-5.2, Kimi K3, and Tencent Hy3 deployments. Representative cases and historical incidents are reviewed before rollout approval.

Open Claude Migration Lab

Refund eligibility & response · 220 evaluation casesClaude source manifest → three candidate systems

Evaluation only

GLM-5.24 / 5Conditional approval · shadow required

Kimi K33 / 5Tool adapter re-run required

Tencent Hy32 / 5Serving evidence required

ShadowCanary 1%Canary 5%Canary 20%Canary 50%Production 100%

✓

ZDR requestPolicy enforced

RequestPolicy registryEligible endpoint

Prompt retentionEvidence requiredTrainingEvidence requiredRegionHong Kong / SingaporeEvidence checked2026-07-30 09:28 UTC

Evidence-based privacy

Route only when the evidence passes.

The provider registry versions privacy evidence and expires it on schedule. If no endpoint meets policy, the request fails closed instead of relaxing the requirement.

Review privacy controls

Managed Model Access · Familiar APIs

Change one URL. Keep your SDK.

Arc.AI supports familiar OpenAI and Anthropic interfaces. Each provider deployment passes capability and compatibility checks before production admission.

TypeScript

const client = new OpenAI({
  apiKey: process.env.ARC_API_KEY,
  baseURL: "https://api.arc-ai.example/v1"
});

const response = await client.responses.create({
  model: "arc/auto",
  input: "Resolve this support case",
  metadata: {
    workflow_id: "support_resolution_v3",
    cost_center: "APAC-CS"
  }
});

Reserved demonstration endpoint. It cannot receive production traffic, credentials, or customer data.

AI Access Center

Give teams governed AI access without shared provider keys.

Employees receive approved models, allowances, and setup guides while administrators manage workspace, model, budget, and expiry policies.

Open Access Center

DEVICE AUTHORIZATIONConnect OpenClaw

ZDR required

Workspace Customer OperationsProfile Support AnalystHard limit 250K credits

ONE-TIME CODE · 09:42R7KQ-X2P9No long-lived key appears in the browser or device log.

Start where risk is highest

Access models. Control production. Validate the move.

Open console Discuss an assessment