The stack
The seven product layers and the pages that cover each one.
Parezen sits on seven layers. Each section says what the layer does and which pages cover it. Every layer is built and launches together on parezen.com. In-product links open the Northwind sample organisation, so the figures you see there are samples.
From the gateway to a verified saving
Routing, then the checklist, then FinOps. Each step opens a page that already exists.
01 · Routing
Connect the gateway
Change the base URL. These docs are the contract. This demo has no hosted gateway service.
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.
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.
Routing
Routing is how an app reaches Parezen: change the base URL to api.parezen.com, use a pz_ key, and each route follows its policy: the cheapest model that passes your quality bar, with fallbacks when a provider fails. The docs, setup screens and policy editor cover every step.
Where to find it
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
- Compare /app/:org/model-comparison
- Quickstart /app/:org/setup
- Hosted Quickstart wizard /app/:org/setup/hosted
- Presets /app/:org/routing
- New preset /app/:org/routing/new
- Preset /app/:org/routing/:routeId
- BYOK /app/:org/providers
- Provider /app/:org/providers/:providerId
- Chat /app/:org/playground
FinOps
FinOps shows spend by feature, model, team and agent, the savings ledger, the monthly bill match, plans, invoices and the savings share. Savings move from estimated to realised to verified: verified means the month's ledger is within 2% of your provider bill. Invoices are paid through Paddle or by bank transfer.
Where to find it
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
- Paid plans /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
- Savings forecast /app/:org/audits
- New savings forecast /app/:org/audits/new
- Savings report /app/:org/audits/:auditId
- Ledger /app/:org/savings
- Ledger entry /app/:org/savings/:entryId
- Bill match /app/:org/savings/reconciliation
- Credits /app/:org/billing
- Plans /app/:org/billing/plans
- Savings statement /app/:org/billing/performance
- Invoices /app/:org/billing/invoices
- Invoice /app/:org/billing/invoices/:invoiceId
- Activity /app/:org/overview
- Spend /app/:org/spend
- Chargeback /app/:org/spend/chargeback
- Cost per task /app/:org/tasks
- Task /app/:org/tasks/:taskTag
- Agents /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
- History /app/:org/savings/history
- By month /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
Governance
Governance is who can do what, and how much can be spent. Invite your team by email, give each person a role or a custom role, issue pz_ keys per project and environment, and set budgets with alerts and hard stops. Every change is written to the audit log.
Where to find it
Docs
- Fail-open pattern /docs/fail-open
Onboarding
- Sign in /login
- Create organisation /onboarding
In the product
- Notifications /app/:org/notifications
- Preferences /app/:org/settings
- Workspaces /app/:org/settings/projects
- Audit log /app/:org/settings/audit-log
- Account /account
- Agents /app/:org/agents
- Agent /app/:org/agents/:agentId
- Budgets /app/:org/budgets
- Alerts /app/:org/alerts
- Waste /app/:org/waste
- API Keys /app/:org/keys
- Key /app/:org/keys/:keyId
Optimization
Optimization finds savings and proves them safe. Recommendations come from your own traffic; a shadow test replays real requests on a cheaper model and scores the answers before anything switches. Levers include right-sizing, caching, trimming, output control, batch and waste detection, and pull-request cost checks show the cost of a change before it merges.
Where to find it
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
- Activity /app/:org/overview
- Compare /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
- Preset /app/:org/routing/:routeId
- Quality tests /app/:org/shadow-tests
- Quality test /app/:org/shadow-tests/:testId
- Caching /app/:org/caching
- Prompt trimming /app/:org/trimming
- Batch /app/:org/batch
- Waste /app/:org/waste
Autonomous AI
Autopilot applies changes that passed their shadow test on the routes you set to auto, inside a daily spend guardrail. Every applied change can be rolled back for 24 hours, and Parezen rolls one back by itself if quality drops. A kill switch stops a runaway agent at once.
Where to find it
In the product
- Automatic optimisation /app/:org/routing/autopilot
- Agents /app/:org/agents
- Agent /app/:org/agents/:agentId
Inference Control
Inference control is the model catalogue and public price index, the playground for comparing models side by side, request logs with cost and latency for every call, and agent traces that follow one task across many calls.
Where to find it
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
- Status /app/:org/providers/health
- Models /app/:org/models
- Model /app/:org/models/:modelId
- Chat /app/:org/playground
- Compare /app/:org/playground/compare
- Logs /app/:org/logs
- Request /app/:org/logs/:requestId
- Agent trace /app/:org/traces/:traceId
Enterprise AI
Enterprise AI covers single sign-on over OpenID Connect or SAML with SCIM user provisioning, enforced custom roles, data residency (EU or US), audit log export, the security and data-handling docs, and contracts with an SLA.
Where to find it
Marketing
- Security and privacy /security
- Enterprise /enterprise
- Privacy policy /legal/privacy
- Terms /legal/terms
Docs
- Cloud platforms /docs/gateway/cloud-platforms
- Data handling /docs/privacy
In the product
- Audit log /app/:org/settings/audit-log
- Cloud platforms wizard /app/:org/setup/cloud