Your team cooks. You are the Chef

    Get visibility and control over your AI tools usage and spending. 1-minute to set up.

    DEPLOYMENT TOPOLOGYRESIDENT
    YOUR VPC · DATA STAYS INSIDE
    DEVELOPERS · IDEs · AGENTS
    Your team, your tools
    cursorvscodekimchi cliclaude code
    CONTROL PLANE
    Kimchi orchestrator
    routing · policy · audit
    DATA LAYER
    Your databases
    RAG · context · memory
    GPU CLUSTER · YOUR ACCOUNT
    Open-source models on your hardware
    minimax-2.7glm-5kimi-k2nemotronyour-finetune.gguf
    All inference loops inside your perimeter
    External calls · openai.com · anthropic.com● blocked by policy
    Data sovereignty

    Your cloud. Your data. Your rules

    Open-source models run inside your cloud account on AWS, GCP, or Azure. Prompts, completions, and code never leave your Cloud.

    OTHER AI VENDORS

    Your code, their cloud.

    Closed APIs send every prompt, every file, every secret to data centers you don't own and to jurisdictions you may not be allowed to ship to.

    your code→their server→model
    ↳ residency unknown · subject to CLOUD Act · audit gaps
    KIMCHI ENTERPRISE

    Your code, your perimeter.

    Every model, primary and fallback, runs inside your VPC. Air-gappable end to end. Nothing phones home. You decide what crosses the boundary; the default is nothing.

    your code→your vpc↺your model
    ↳ residency · yours  ·  CLOUD Act · n/a  ·  full audit trail
    Read more about security →
    Security & Compliance

    Built for regulated teams.

    Kimchi Enterprise adds identity, audit, and compliance controls on top of a VPC-native architecture. Your data stays inside your perimeter, and you have the proof points to back it up.

    ID
    Identity & access
    SSO/SAML/OIDC, group-based RBAC, and SCIM-ready user provisioning. Tie agent policies to your IdP groups.
    AU
    Audit & logging
    Per-request traces for every prompt, completion, and tool call. Ship logs to your SIEM and retain an immutable audit trail.
    SC
    Secrets isolation
    Credentials stay in your Vault or secrets manager. Agents request scoped secrets at runtime and never see raw keys.
    DT
    Data handling
    No training on your data. No prompt or code stored on Kimchi-operated infrastructure in Serverless or Self-Hosted modes.
    CM
    Compliance posture
    SOC 2 Type II, GDPR-ready, and HIPAA-ready architecture. BAA available on request.
    BY
    BYOK frontier
    Need Claude, GPT-5, or Gemini? Route to your own provider keys with a clear, explicit data flow and no Kimchi interception.
    Read the full security overview →
    Governance & guardrails

    No rogue merges. No leaked secrets. 
    No runaway spend.

    Every coding agent in your org routes through the Kimchi Proxy. Budgets, PII filtering, usage metrics, and an approved skills registry are enforced before requests hit a model and surfaced in the Kimchi web app.

    Coding agents
    Kimchi Coding
    Claude Code
    Cursor
    Codex
    Kimchi Proxy
    Policy & enforcement layer
    Budgeting
    Hard caps per team, dev, or API key with graceful downgrade at threshold.
    PII filtering
    Strip emails, names, and secrets before prompts ever hit a model.
    Usage metrics
    Per-request traces across prompt, model, tokens, latency, and cost.
    Skills registry
    Centralized catalogue of approved tools, prompts, and MCP skills.
    Kimchi Web App
    Reports & insights
    ▤
    Analytics Report
    Total requests, token consumption, spend trend, and breakdown per team.
    ↗
    Adoption Report
    Seat utilization, active users over time, onboarding progress.
    <>
    Coding Agent Report
    Sessions, completions, acceptance rate, estimated time saved.
    $
    Cost & Billing
    Usage per model, free credit consumption, billable spend this period.
    Cost visibility

    See exactly who, what, and where your AI spend is going.

    Per-developer, per-team, per-model, per-tag in real time. Forecast spend before scaling. Stop discovering the invoice on the 1st.

    app.kimchi.dev / enterprise / cost-insights
    ● LIVE
    Cost insights · $12,408 this month · 312 developers
    FORECAST · EOM
    $18.4k
    ▼ 71% vs claude
    SESSIONS
    142,891
    ▲ 28% wow
    AVG / DEV / MO
    $39.80
    vs $200+ claude
    GPU UTIL
    62%
    28 H100 · 12 hibernated
    DEPARTMENT
    DEVS
    SESSIONS
    SPEND
    BUDGET · USED
    Platform Engineering
    94
    52,401
    $4,820
    64%
    Product Engineering
    142
    68,124
    $5,310
    88%
    Data Science
    38
    14,892
    $1,420
    35%
    SRE / Infra
    38
    7,474
    $858
    43%
    Hybrid model routing

    Stop paying architect rates
    for every task.

    Use a powerful model for reasoning, route execution to cheaper self-hosted open-source models. Hybrid mode keeps the best of both worlds, and the routing decision is automatic.

    KIMCHI AUTO
    Model Orchestration
    Routes each request based on task complexity, sensitivity, and team policy.
    CLOUD · COMPLEX REASONING
    ~12% of requests

    Closed models · best-in-class plans

    Architecture decisions, complex debugging, long-context analysis, routed to Claude / GPT-5 when the team allows external calls.

    claude sonnetgpt-5gemini-2.5
    SELF-HOSTED · EXECUTION
    ~88% of requests

    Open-source · in your VPC

    Code generation, refactors, tests, and embeddings run entirely on your GPUs at a fraction of the cost. Default for sensitive tasks.

    minimax-2.7glm-5-fp8nemotronyour-finetune.gguf
    Real blended workload, last 90 days · 40–70% cost reduction without sacrificing output quality on complex tasks
    −62%
    Zero-friction migration

    One command.
    From your existing AI tools.

    kimchi setup auto-detects Claude Code, Cursor, Continue, VS Code, Windsurf and migrates the endpoints automatically. OpenAI-compatible API. No code changes required. Start on Kimchi serverless, graduate to self-hosted whenever compliance or cost demands it.

    • Auto-detects every coding tool already installed
    • Same SDK, same workflow. Only the base URL changes
    • Migrate MCP servers, skills, and config in one prompt
    • Graduate to self-hosted with a single config flag
    kimchi setup · enterprise migration
    $ kimchi setup --enterprise
    scanning installed tools…
    ✓ Claude Code · v2.4.1 · 47 configs · 12 skills
    ✓ Cursor · v0.42 · OpenAI base URL set
    ✓ VS Code · Continue · v1.0 · 3 model configs
    ✓ Windsurf · v0.6 · cascade mode active
    migrating MCP servers · github, postgres, filesystem…
    remapping endpoints → kimchi.your-corp.io/v1
    ✓ migration complete · 4 tools · 0 changes required to your code
    $ kimchi
    opening kimchi · connected to kimchi.your-corp.io
    Kimchi Harness · Enterprise

    Out-of-the-box connectors for the tools 
    your engineers already use.

    MCP-based integrations, context window management, persistent memory across sessions, spec-driven development workflows. A full-stack coding platform that never leaves your perimeter.

    GitHub Enterprise
    PRs, diffs, comments, status checks. Read-only or scoped writes.
    GitLab
    Full MR + pipeline integration. Self-managed instances supported.
    Jira
    Read tickets, link commits, create issues from PR findings.
    Confluence
    Spec docs, runbooks, and ADRs accessible during planning phases.
    Slack
    Notifications, DMs, channel triggers. Per-team routing rules.
    Linear
    Issue graphs, cycles, projects. Bidirectional with PRs.
    Postgres / MySQL
    Scoped queries against your DB for RAG and analysis.
    S3 / GCS / Azure
    Document and artifact storage. Signed URLs handled internally.
    Okta · SAML / OIDC
    SSO and RBAC tied to your IdP. Group-based agent policies.
    Vault / Secrets Mgr
    Credential isolation. Agents never see raw secrets.
    Datadog · Splunk
    Log every prompt, completion, tool call to your SIEM.
    Custom MCP
    Any HTTP endpoint becomes a typed tool. @tool decorator.
    Why self-hosted?

    The questions enterprises ask.

    Ready to bring AI coding
    inside your perimeter?

    Talk to our enterprise team. We'll model your break-even, walk you through the architecture, and have you on Kimchi in your VPC in weeks, not quarters.

    Talk to us →Book a demo
    • Custom rate limits
    • Dedicated CSM
    • SLA · SSO · audit logs
    • Procurement-friendly contracts