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DocsThe stackQuickstartRun the auditHosted gatewaySelf-hostingCloud platformsSDKs and frameworksFail-open patternLever guideHow savings are verifiedData handlingAPI referencePR cost check setup
Docs/The stack

The stack

The seven product layers, the pages that cover each one, and what is still Planned.

Parezen sits on seven layers. Each section says what the layer does in this demo, which pages cover it, and what is still Planned. Status follows docs/mvp-map.md. In-product links open the Northwind sample organisation. Figures on those pages are samples or estimates.

From the gateway to a verified saving

Routing, then the checklist, then FinOps. Each step opens a page that already exists.

  1. 01 · Routing

    Connect the gateway

    Change the base URL. These docs are the contract. This demo has no hosted gateway service.

    QuickstartHosted gateway

  2. 02 · In the product

    Follow the get-started checklist

    The checklist runs from setup to a verified saving on sample data. It links the product pages and does not repeat the docs.

    Get started

  3. 03 · FinOps

    Read how the first saving is verified

    Baseline, versioned prices, a shadow test and a bill match. Figures on that page are samples or estimates.

    How savings are verified

Routing

Routing is how an app reaches a policy: the base-URL docs, the setup screens, and the policy editor. This demo has no hosted gateway service. A wizard request stays in the browser.

Evidence is the Routing table in docs/mvp-map.md.

Pages in this demo

Docs

  • Docs /docs
  • Quickstart /docs/quickstart
  • Hosted gateway /docs/gateway/hosted
  • Fail-open pattern /docs/fail-open

Onboarding

  • Run Parezen /onboarding/next

In the product

  • Get started /app/:org/get-started
  • Model comparison /app/:org/model-comparison
  • Choose a setup path /app/:org/setup
  • Hosted Quickstart wizard /app/:org/setup/hosted
  • Routing policies /app/:org/routing
  • New policy /app/:org/routing/new
  • Policy editor /app/:org/routing/:routeId
  • Providers /app/:org/providers
  • Provider /app/:org/providers/:providerId
  • Playground /app/:org/playground

Planned

From Gaps by layer in docs/mvp-map.md.

Nothing in this layer is still missing.

FinOps

FinOps is the sample savings ledger, the spend and task views, and the public pricing, calculator and audit pages. Pricing, invoices and the performance fee are marked Planned. There is no payment and no charge. Billing a customer and a dated price table are not available. Every figure is a sample or an estimate.

Evidence is the FinOps table in docs/mvp-map.md.

Pages in this demo

Marketing

  • Home /
  • Pricing /pricing
  • AI cost calculator /calculator
  • Sample audit report /sample-report
  • Compare /compare
  • Compare competitor /compare/:competitor
  • Early access /design-partners
  • Solution /solutions/:vertical
  • Contact /contact
  • Waitlist /waitlist
  • About /about

Docs

  • Run the audit /docs/audit
  • How savings are verified /docs/savings-verification

Onboarding

  • Get started /signup
  • Connect data /onboarding/usage
  • Connect a billing API /onboarding/provider-key
  • Running your audit /onboarding/audit
  • Shared audit report /r/:shareId

In the product

  • Organisations /app
  • Audits /app/:org/audits
  • New audit /app/:org/audits/new
  • Audit report /app/:org/audits/:auditId
  • Savings ledger /app/:org/savings
  • Ledger entry /app/:org/savings/:entryId
  • Bill match /app/:org/savings/reconciliation
  • Plan and usage /app/:org/billing
  • Compare plans /app/:org/billing/plans
  • Performance fee /app/:org/billing/performance
  • Invoices /app/:org/billing/invoices
  • Invoice /app/:org/billing/invoices/:invoiceId
  • Overview /app/:org/overview
  • Spend explorer /app/:org/spend
  • Chargeback /app/:org/spend/chargeback
  • Cost per task /app/:org/tasks
  • Task /app/:org/tasks/:taskTag
  • Agent budgets /app/:org/agents
  • Agent /app/:org/agents/:agentId
  • Budgets /app/:org/budgets
  • Reports /app/:org/reports
  • Report /app/:org/reports/:reportId
  • Commit advisor /app/:org/advisors/commit
  • Savings history /app/:org/savings/history
  • AI spend analysis /app/:org/analysis

Admin

  • Admin overview /admin
  • PMF scorecard /admin/pmf
  • Pipeline /admin/pipeline
  • Customers /admin/orgs
  • Customer /admin/orgs/:orgId
  • Verification queue /admin/ledger
  • Revenue /admin/revenue
  • Price book /admin/price-book

Planned

  • Customer billing
  • Dated price table

From Gaps by layer in docs/mvp-map.md.

  • Customer billing and payments. Invoices, plans and the performance fee are sample figures. There is no payment provider and no charge.
  • A dated public model price table. The price book does not publish one. See Price book.

Governance

Governance is keys, budgets, alerts and the sample audit log. The team list, the role matrix and the invite screen do not send email, save a role, remove a member, or create a membership. Saving data and privacy settings does not persist. Budgets, alerts and the waste detector show status. Nothing on this layer pauses an agent or changes its route.

Evidence is the Governance table in docs/mvp-map.md.

Pages in this demo

Docs

  • Fail-open pattern /docs/fail-open

Onboarding

  • Sign in /login
  • Create organisation /onboarding

In the product

  • Notifications /app/:org/notifications
  • Organisation settings /app/:org/settings
  • Projects /app/:org/settings/projects
  • Audit log /app/:org/settings/audit-log
  • Account /account
  • Agent budgets /app/:org/agents
  • Agent /app/:org/agents/:agentId
  • Budgets /app/:org/budgets
  • Alerts /app/:org/alerts
  • Waste detector /app/:org/waste
  • API keys /app/:org/keys
  • API key /app/:org/keys/:keyId

Planned

  • Sending invites
  • Saved role changes
  • Removing a member
  • Enforced custom roles
  • Accepted invites
  • Saving data and privacy settings

From Gaps by layer in docs/mvp-map.md.

  • An invite that sends email, a saved role change, and a remove action. The team page lists the sample team. Invite does not send email, a role change is not saved, and there is no remove action. See Team.
  • Enforced custom roles. The roles page shows a sample matrix. Custom roles are not enforced. See Roles.
  • An accepted invite that creates a membership. Accept does not create a membership. See Accept invite.

Optimization

Optimization covers recommendations, finished shadow tests, caching, trimming, batch and waste, plus the public lever and pull-request pages. Review, enable and ignore stay in the browser session. The caching page labels semantic cache as Planned. A PR check install and a shadow test replay are not available.

Evidence is the Optimization table in docs/mvp-map.md.

Pages in this demo

Marketing

  • Product /product
  • PR cost check /pr-cost-check

Docs

  • Lever guide /docs/optimisation/:lever
  • PR cost check setup /docs/pr-cost-check

In the product

  • Overview /app/:org/overview
  • Model comparison /app/:org/model-comparison
  • PR cost checks /app/:org/pr-checks
  • PR check /app/:org/pr-checks/:checkId
  • Advisors /app/:org/advisors
  • Fine-tune advisor /app/:org/advisors/fine-tune
  • Commit advisor /app/:org/advisors/commit
  • Recommendations /app/:org/recommendations
  • Recommendation /app/:org/recommendations/:recId
  • Policy editor /app/:org/routing/:routeId
  • Shadow tests /app/:org/shadow-tests
  • Shadow test /app/:org/shadow-tests/:testId
  • Caching /app/:org/caching
  • Trimming /app/:org/trimming
  • Batch routing /app/:org/batch
  • Waste detector /app/:org/waste

Planned

  • PR check install
  • Shadow test replay
  • Audio, image and video proxy

From Gaps by layer in docs/mvp-map.md.

  • PR check settings that change a GitHub installation. The settings page says this preview does not change a GitHub installation. See PR check settings.
  • A new shadow test that starts a replay. The form says this sample does not start a replay. Passed tests are the ones already in the list. See New shadow test.

Autonomous AI

Autonomous AI is the autopilot screen. It shows guardrails and a sample rollback log. Auto-apply does not run. There is no control that rolls a change back. The 10% budget figure is display only and does not block Approve.

Evidence is the Autonomous AI table in docs/mvp-map.md.

Pages in this demo

No page in this layer is marked Built.

Automatic optimisation is the page for this layer. It is not Built. Guardrails are on the page. Auto-apply does not run, and rollback is a log only.

Planned

From Gaps by layer in docs/mvp-map.md.

  • Auto-apply that actually applies a change within the guardrail. The page lists routes on auto and stores Approve in the session. It does not apply a change, and the 10% figure does not limit one. See Automatic optimisation.
  • A rollback control, not just the log. The page shows a 24h window and a sample log. There is no control that rolls a change back. See Automatic optimisation.
  • The 10% guardrail blocking Approve, not just showing. The figure is display only and does not block Approve. See Automatic optimisation.
  • Agent budgets that pause or re-route by themselves. This behaviour is absent. See Agent budgets.

Inference Control

Inference control is the public index, the model catalogue, the playground, request logs and traces. Prices are sample prices, not list prices. A playground reply is not sent to a provider. The CLI is labelled later on the SDK pages.

Evidence is the Inference Control table in docs/mvp-map.md.

Pages in this demo

Marketing

  • Parezen Index /parezen-index
  • Index model /parezen-index/:modelSlug
  • Gateway status /status

Docs

  • SDKs and frameworks /docs/sdks
  • API reference /docs/api

In the product

  • SDKs and tools /app/:org/setup/sdk
  • Provider health /app/:org/providers/health
  • Model catalogue /app/:org/models
  • Model /app/:org/models/:modelId
  • Playground /app/:org/playground
  • Side-by-side compare /app/:org/playground/compare
  • Request logs /app/:org/logs
  • Request /app/:org/logs/:requestId
  • Agent trace /app/:org/traces/:traceId

Planned

From Gaps by layer in docs/mvp-map.md.

Nothing in this layer is still missing.

Enterprise AI

Enterprise AI is the security, self-host and cloud docs, the privacy policy, the terms, and the sample audit log. The contact on those pages is [email protected]. Self-host means you bring Postgres. The open-source gateway needs no licence key, and a lapsed licence switches to pass-through. SSO, enforced roles, data residency and audit export are not available in this sample.

Evidence is the Enterprise AI table in docs/mvp-map.md.

Pages in this demo

Marketing

  • Security and privacy /security
  • Self-hosting /self-host
  • Enterprise /enterprise
  • Privacy policy /legal/privacy
  • Terms /legal/terms

Docs

  • Self-hosting /docs/gateway/self-hosted
  • Cloud platforms /docs/gateway/cloud-platforms
  • Data handling /docs/privacy

In the product

  • Audit log /app/:org/settings/audit-log
  • Run the gateway wizard /app/:org/setup/self-hosted
  • Cloud platforms wizard /app/:org/setup/cloud
  • Deployments /app/:org/deployments

Planned

  • SSO
  • Enforced roles
  • Data residency
  • Audit export

From Gaps by layer in docs/mvp-map.md.

  • SSO that talks to an identity provider. The SSO settings and the SSO sign-in screen do not talk to one. See Single sign-on, SSO sign-in.
  • Enforced custom roles. The roles page shows a sample matrix. Custom roles are not enforced. See Roles.
  • Residency stored and enforced. The privacy page offers eu, us and customer-vpc. Save does not store or enforce the region. See Data and privacy.
  • Audit log export. The audit log lists sample events. There is no export. See Audit log.
On this page
  • Gateway to a saving
  • Routing
  • FinOps
  • Governance
  • Optimization
  • Autonomous AI
  • Inference Control
  • Enterprise AI