01
Hard-to-predict spend
A model, prompt or feature change can increase cost per request very quickly.
AI FinOps for SaaS teams
Keep AI costs under control.
Kadryn helps teams running AI in production see where spend goes, detect drift early and decide what to do before margin is hit.
No credit card required. Set up in minutes.
kadryn.com / production workspace
Live driftPriority signal
Customer assistant cost is rising
Signal
+38% over 7 days after the latest deployment
Likely cause
Premium model used on a high-volume feature
Recommended action
Simulate a lower-cost model before validation
01
Ready for review
Why AI costs drift
AI costs change with every request.
A model, prompt or feature change can move margin in a few hours — often before the team knows who is responsible or what to fix.
02
Unclear responsibility
Spend is hard to connect to a team, project, feature or customer.
03
Action comes too late
Alerts arrive after the drift, while sensitive decisions still need control.
Platform
A simple loop to manage AI spend.
Kadryn turns scattered provider usage into clear decisions: see, detect, control, optimize.
See01
See AI spend
Break down AI spend by provider, model, project, team, feature or customer.
From provider invoice to attributed spend.
Detect02
Detect drift early
Spot anomalies, forecast drift and limits getting close to threshold.
Priority drift surfaces before margin is hit.
Control03
Frame sensitive actions
Define budgets, limits, validations, exceptions and audit traces.
Sensitive decisions go through the right roles.
Optimize04
Prioritize useful changes
Prioritize changes that lower cost pressure without breaking the product.
Changes stay measured before they are confirmed.
Drift detected. Action proposed.
Drift detected. Action proposed.
Kadryn connects every cost increase to its likely cause and the project, team or customer affected, then proposes the next action without mixing estimated impact with confirmed impact.
Priority signal
Customer assistant cost is rising
Signal
+38% over 7 days after the latest deployment
Likely cause
Premium model used on a high-volume feature
Responsible team
Growth AI team
Proposed action
Simulate a lower-cost model before validation
Impact tracking
Estimated impact — pending confirmation from real usage
Use cases
For teams shipping AI without losing control.
Kadryn helps finance, product, engineering and security teams speak the same language around AI costs.
AI SaaS
See which AI features create margin — and which ones destroy it.
FinOps
Allocate AI costs by team, project or customer before month end.
Engineering
Spot model, prompt or feature changes that increase cost per request.
Security / Ops
Control SSO, SCIM, RBAC, audit logs, validations and secrets.
Integrations
Connect Kadryn where AI usage happens.
Bring provider costs, team workflows and automation into one control layer.
AI providers
Track OpenAI, Anthropic, Google AI, Groq and custom providers in one unified view.
OpenAIAnthropicGoogle AIGroqCustom API
Slack
Send critical alerts and digests where teams already work.
AlertsDigestsWorkflow routing
SSO / SCIM
Connect Kadryn to enterprise identity and provisioning workflows.
OIDCSAMLSCIM
API & Webhooks
Ingest AI usage and automate FinOps workflows from your own systems.
Usage eventsWebhooksExports
Security
Built for sensitive AI workflows.
Keep access, secrets and decisions under control when AI usage moves into production.
Identity
SSO / SAML / OIDCSCIMRBAC
Secrets
Encrypted secretsHashed API keysWebhook signatures
Audit
Audit logsData retentionAuditable workflows
Designed for auditable workflows.
Free start
Start without a credit card. Add control as AI usage grows.
Kadryn lets you start with visibility, then add alerts, governance, security and enterprise workflows when your AI usage moves into production.
Free to explore · Pro to control · Business to govern · Enterprise to secure
FAQ
What to know before connecting your first usage.
Does Kadryn pay my OpenAI or Anthropic invoices?+
No. Kadryn helps you understand, attribute, control and optimize AI spend. Provider billing stays in your provider account.
How long does it take to start?+
You can start with provider usage or API events in minutes, then add governance as your usage grows.
Can I keep my own provider keys?+
Yes. Kadryn is designed to work with your existing provider setup and controlled ingestion paths.
Can Kadryn block spend or only alert?+
Alerts work from observed usage. Active blocking requires enforceable controls such as a gateway, caps or policies.
Are SSO, SCIM and Slack supported?+
Yes. SSO is available depending on the plan, SAML and SCIM cover enterprise workflows, and Slack can be used for alerts and digests.
Ready to regain control of AI costs?
Connect your first usage and identify your first drift sources.
Kadryn helps you move from provider totals to clear, attributable and actionable decisions in minutes.
No credit card required. Built for finance, product and engineering teams.