verified AI code verification, built for confident releases

Ship AI-generated code without guessing

Weurkico is a subscription platform that verifies AI-generated code, returns a clear production-readiness verdict, generates compliance reports, and escalates ambiguous cases to verified human experts.

AI-first
Automated verification on every push
Human
Safety net for ambiguous cases
Reports
Audit-ready compliance exports
Diagram of the Weurkico verification layer connecting code, AI analysis, security, testing and reporting

The verification pipeline

Create a project, connect your codebase, and every submission runs through the same repeatable verification workflow.

1. Create a project

Set up a project workspace with your tech stack, project type, and risk tolerance. Each project has its own verification limits and settings.

2. Submit code

Connect GitHub, upload a ZIP, or point to a deployed URL. Weurkico runs the full Production Readiness model by default - focused scopes are available as an advanced option. Each run consumes quota based on the real work it performs.

3. Automated AI analysis

Weurkico checks correctness, security exposure, dependency risk, and production-readiness signals, then scores its own confidence.

4. Clear verdict

You receive a plain-language verdict - ship, fix first, or needs human review - with the specific issues that drove the decision.

5. Escalation when needed

If AI confidence falls below your project threshold, the case is routed to the verified expert network instead of being force-decided.

6. Track quality over time

Your dashboard tracks verification volume, success rate, issues found, and critical-issue trends per project.

What Weurkico verifies

Every run evaluates your application against the Weurkico Verification Framework - concrete, evidence-backed controls grouped in these categories.

Security

Can attackers get in - and can users reach things they should not? Logins, permissions and leaks are checked.

Authentication, authorization, secrets, injection and exposure.

11 controls

Reliability

What happens when something fails - the app recovers cleanly instead of crashing or hanging.

Error handling, timeouts, retries and recovery from failures.

7 controls

Business Logic

Do the rules that matter to your business hold up - like who can approve, refund or delete.

Critical workflows, authorization rules, edge cases and data integrity.

6 controls

Data

Is sensitive data identified, protected and kept separate so one user can never see another's.

Sensitive data handling, isolation, validation, migrations and backups.

7 controls

Infrastructure

Is the app correctly set up for production - secure connections, safe configuration, clean deployments.

Environment, production configuration, HTTPS, deployment and rollback.

7 controls

Dependencies

Are the third-party packages the app relies on safe, up to date and still maintained.

Versions, known vulnerabilities, abandoned and unused packages.

4 controls

Performance

Will the app stay fast under real load - or are there slow operations hiding inside.

Expensive queries, N+1, memory, latency and heavy synchronous work.

5 controls

AI-specific Security

Makes sure your AI agent cannot be tricked into leaking data or taking actions it should not.

Prompt injection, model permissions, data sent to models, tool calling and agent autonomy.

8 controls

Production Readiness - default for every run

The complete framework - every category, every applicable control. The full "safe to ship" verdict.

Security · Reliability · Business Logic · Data · Infrastructure · Dependencies · Performance · AI-specific Security

Core Check - advanced option

The non-negotiable production gate: security, dependencies and infrastructure only.

Security · Dependencies · Infrastructure

AI & Data Assurance - advanced option

Deep check on AI-specific risks, data handling and business logic correctness.

AI-specific Security · Data · Business Logic · Security

Every new verification runs Production Readiness automatically - the focused models are optional advanced settings for teams who know they need a narrower scope.

The human safety net

AI is fast but not omniscient. When a case is genuinely ambiguous, a verified engineer or QA specialist reviews it.

Verified experts only

Every reviewer is vetted through our application process before joining the verified network. There is no open marketplace and no bidding.

Escalation, not outsourcing

You are not hiring a contractor. Expert review is part of your subscription, triggered automatically by your confidence threshold.

Specialised judgement

Cases are matched to the right specialisation - security, QA, fintech, mobile, backend - based on what the code actually touches.

Documented decisions

Expert findings are attached to the verification record, so the reasoning behind every release decision stays auditable.

Reporting & governance

Built for teams that must explain their release decisions to customers, auditors, or leadership.

Compliance reports

Export verification history, findings, and verdicts per project as audit-ready documentation.

Quality analytics

Monitor success rates, recurring issue categories, and critical-issue frequency across your portfolio.

Configurable policy

Tune the AI confidence threshold, enable or disable human review, and set priority level per project.

Access control

Role-based access, two-factor authentication, and session management protect your workspace.

Usage & quota - how verification cost works

A typical verification = 1 credit. Larger or more complex projects may use more than one - the cost reflects the real work your run performs, and you always see the maximum price before you start.

The price is shown first

Before every run, the wizard shows its maximum cost - "Up to 1.5 for this run". That number is a guaranteed cap: you are never charged more than what you saw before clicking Start.

Scope sets the base

Core Check = 0.5 credit. Production Readiness = 1 credit. AI & Data Assurance = 1 credit. Re-verifying after a fix costs 0.5 - iterating is cheaper, on purpose.

Size matters

A 40-file app is not a 3,000-file app. The base price scales with the number of files actually detected in your codebase - up to ×2 for very large projects.

You pay for what runs

Optional deep-work is metered on real usage: the AI analysis is billed on the exact tokens consumed, and the sandbox on its real execution time. A step that does not run costs nothing.

Settled automatically

When a run finishes, its charge is adjusted to the real work measured. If the actual cost is below the cap, the difference is returned to your balance instantly - no action needed.

Quota resets monthly

Your plan quota refreshes every billing cycle across all your applications - one shared balance, not per project. Paid plans can top up anytime with credit packs valid for 12 months from purchase.

Example: a Production Readiness run on a medium app with AI analysis ≈ 1.5 credits. The same run on a very large app with sandbox testing ≈ 3 credits. A quick Core Check ≈ 0.5.

Plans & billing

Weurkico is a subscription product. Plans differ by monthly verification volume, expert review hours, and reporting depth - no per-project fees and no commissions.

Billing is handled securely through Stripe. Upgrade, downgrade, or cancel at any time from your dashboard.

Stripe