Sednia

Ship high quality software your users love

Sednia turns product specs into agents that test and verify your software like real users - running after every commit. High velocity engineering teams use Sednia to rigorously test and verify complex AI generated code like a real user.

  • Write user focused specs that agents model like real users
  • Verify complex multi-user flows that span web, api, third party integrations
  • Intuitive reporting on functional correctness, usablity, and user delight

How it works

Model-first verification

Sednia agents test the full user journey for you. Point them at a product experience and they research expected user behavior, including edge cases.

Enter the URL to test

Point Sednia at the exact environment or staging build you want the agent to evaluate.

The agent researches your product

Sednia learns the workflows, reads linked docs, and explores the core scenarios a real customer would.

Receive a clear report

You get a breakdown of which flows worked, what failed, and why it matters for your users.

Every action is recorded

Screen captures and logs give you instant context to debug or share results with the team.

How teams use Sednia

Test like a user

Each Sednia agent has an email inbox, can write and execute custom code, use a web browser, store data, even receive SMS. The agent takes in a user focused description of your product, then acts like a real user accompishing a task in your product.

User Outcome Focused

No more brittle tests. Sednia agents adapt as your product evolves and focus on the user goal.

Evidence on every run

Screenshots, recordings, and logs are captured so you can audit results in seconds.

Managed Execution

Run hundreds of agents at once without changes to your development or production environment.

Beyond button clicks

Multi-modal by default, Sednia works for complex UX products with drag-and-drop, video, and multi-user experiences.

Use cases

Where Sednia shines

Safeguard the flows that drive revenue, activation, and trust with agents that replicate real user behavior.

Customer onboarding

Signup → email/SMS verify → personalized dashboard.

Payments & billing

Trials, upgrades, coupon edges, and dunning flows.

AI feature guardrails

Validate prompts, tool-use paths, and output contracts.

Team & permissions

Invites, role changes, SSO journeys.

What is Model-first verification

Let agents author the playbook

Traditional unit and integration tests only validate what engineers predict in advance. With Sednia each agent interprets the spec acting like a real user end-to-end. When new features land, Sednia agents adapt similar to how your users would, instead of waiting for a human to write new fixtures.

Adaptive coverage

Agents explore full user journeys, automatically branching into edge cases that scripted tests never see. You get richer signal on regressions the moment they appear.

Faster iteration

Because agents own orchestration, test suites evolve with your product. No more fragile mocks or manual updates to brittle pipelines—shipping speed stays high even as complexity grows.

Evidence you can trust

Every run produces the model-authored plan, the tools invoked, and human-auditable evidence. Teams align on outcomes instead of debating implementation details.

Pricing

Beta user pricing

While in beta, you are only charged for the token usage of your agents.