V2P Terms of Service

Please read carefully. These Terms include a limitation of liability, an indemnification obligation, and, in Section 16, a binding arbitration agreement with a class action waiver that affects your legal rights.

Service: V2P Certification Program (“V2P,” “the Program,” or “the Service”)
Operated by: BNENDS, LLC d/b/a Vibe to Production, a Florida limited liability company (“Company,” “V2P,” “we,” “us,” “our”)
Effective Date: July 7, 2026
Last Updated: July 7, 2026

1. Agreement to Terms

By creating an account, submitting code for certification, purchasing a subscription, or otherwise using V2P, you agree to these Terms of Service.

If you are agreeing on behalf of an organization, you represent that you have authority to bind that organization, and “you” refers to that organization.

If you do not agree to these Terms, do not use the Service.

These Terms incorporate by reference:

The V2P Privacy Policy at vibe2production.io/privacy
The V2P Certification Disclaimer at vibe2production.io/certification-disclaimer
Any Data Processing Addendum executed between you and the Company

2. Description of the Service

V2P is an independent grading and certification service for AI-assisted, or “vibe-coded,” software.

The Service evaluates a codebase you submit against a published rubric and issues a numeric score, a certification level, and, where the submission qualifies, a certification seal.

The Service includes:

Automated and AI-assisted code analysis across the published rubric categories
A numeric score from 0–100
Where the submission qualifies, one of two certification levels: V2P Verified or V2P Verified with Distinction
A certificate accessible at a public verification page
Where purchased, a license to display a V2P certification seal
For Continuous Certification subscribers, periodic re-scans on the cadence disclosed at purchase

The Service is a professional opinion, not a guarantee.

We may modify, suspend, or discontinue features of the Service, update the rubric, or change scoring methodology at any time. We will provide reasonable notice of material changes that affect existing certifications.

3. Accounts

3.1 Eligibility

You must be at least 18 years old and have authority to submit the code you upload.

This means you either own the code or are authorized by the owner to submit it for analysis.

3.2 Account Security

You are responsible for maintaining the confidentiality of your credentials and for all activity under your account.

Notify us immediately at security@vibetoproduction.io of any unauthorized access.

4. Subscription, Credits & Billing

4.1 Credit System

The Service is priced in credits.

One credit corresponds to 1,000 lines of code, or 1 KLOC, scanned. A standard run on a typical vibe-coded application is approximately 20 credits.

4.2 Plans

Current plans and pricing are published at vibe2production.io/pricing and are incorporated into these Terms by reference.

Each plan includes a monthly credit grant that resets monthly and does not roll over, except as stated on that page.

4.3 Payment Processing

Payments are processed by Stripe.

We do not store your complete card number. Use of Stripe is subject to Stripe’s own terms and privacy policy.

4.4 Top-Ups

Additional credits may be purchased at the then-current top-up rate.

Purchased top-up credits roll over for twelve months from the date of purchase. Automatic refill is off by default and must be affirmatively enabled by you in account settings.

4.5 Automatic Renewal

Your subscription will automatically renew at the end of each billing period at the then-current rate unless you cancel before the renewal date.

We will charge the payment method on file on each renewal date.

4.6 Cancellation

You may cancel anytime in account settings or by emailing support@vibetoproduction.io.

Cancellation is effective at the end of the current billing period. You retain access to already-purchased credits and any live certification through its stated validity period.

4.7 Refunds

All subscription and credit fees are non-refundable once a certification run has commenced, reflecting the labor and compute already incurred.

Unused monthly credit grants carry no cash refund value.

4.8 Price Changes

We may change prices with at least 30 days’ notice.

Continued use after the effective date constitutes acceptance of the new price.

4.9 Failed Payments

We may retry a failed payment and may suspend access, including access to live certifications and seal hosting/verification under Section 9.4, if payment is not cured within a commercially reasonable period after notice.

5. Acceptable Use

You agree not to:

Submit code you do not own or lack authorization to submit
Use the Service for any illegal purpose or to evaluate malicious software
Attempt to manipulate, game, or artificially inflate a score through means outside normal software development practice
Misrepresent the scope, level, or validity of any certification you hold
Attempt to reverse-engineer, extract, or replicate the grading methodology or underlying models
Scrape, crawl, or systematically extract data from the Service
Interfere with or attempt unauthorized access to our systems

Violation may result in warning, suspension, certification revocation, termination, and/or legal action.

6. Nature and Limits of Certification

This section defines exactly what a V2P certification does and does not represent.

It governs how you may describe your certification anywhere, including on your own website, in your marketing, and to your investors, customers, or acquirers.

6.1 An Assessment, Not a Warranty

A V2P certification reflects our good-faith, professional assessment of your codebase against our published rubric, using the evidence available to us for the tier purchased, as of the date of assessment.

It is not a warranty, guarantee, or insurance policy that your software is free of defects, vulnerabilities, or security risk, now or in the future.

Software changes constantly. A certification reflects a point in time, or, for Continuous Certification, the most recent scan in an ongoing cadence. It cannot account for changes made after that time.

6.2 Scope Matches Evidence by Tier

Tier	What Is Evaluated	What Is Not Evaluated or Warranted
V2P Code Cert	Static analysis of submitted source code only	Live/runtime behavior, production configuration, actual payment processor setup, backup/restore capability, real-world operational readiness, or anything not observable from code alone
V2P Production Cert	Static analysis plus the specific live/runtime probes disclosed in the certificate methodology at vibe2production.io/methodology	Any runtime condition, integration, or configuration not specifically listed as tested in the certificate; future changes to the live environment after the assessment date
V2P Continuous Cert	Static and/or runtime analysis on the disclosed re-scan cadence	Real-time or continuous monitoring between scheduled scans; any change made to the codebase or environment between scans

You agree not to describe, market, or represent any certification as covering more than what is stated for its tier on the certificate itself and at vibe2production.io/methodology.

If you are unsure how to accurately describe your certification, ask us before publishing a claim.

6.3 Not a Compliance Certification

A V2P certification is not a determination of compliance with any law or regulatory framework, including but not limited to HIPAA, PCI-DSS, SOC 2, GDPR, or state privacy laws.

It is not issued by an accredited compliance body.

Where our analysis surfaces a signal relevant to a regulatory framework, we identify it as a signal for your own counsel or compliance function to evaluate, not as a compliance determination.

You remain solely responsible for your own legal and regulatory compliance.

6.4 No Guarantee Against Undiscovered Issues

No code review process, whether automated, AI-assisted, or manual, can identify every defect or vulnerability in a codebase.

A qualifying score or certification level reflects that no material issues were identified within the assessed scope. It does not mean no issues exist.

6.5 Rubric May Evolve

The published rubric and scoring methodology may be updated over time to reflect improved practices.

A certification reflects the rubric version in effect at the time of assessment, which is noted on the certificate.

7. Grading and Certification Levels

7.1 The Two Certification Levels

Every submission receives a numeric score from 0–100.

Submissions that meet the minimum qualifying score defined in the current V2P methodology at vibe2production.io/methodology receive one of two certification levels:

V2P Verified — the submission meets the certification threshold for its tier.
V2P Verified with Distinction — the submission scores 90 or above, reflecting an exceptional result within the assessed scope.

A bare numeric score is never presented on its own. It is always shown alongside the certification level it earned.

Submissions that do not meet the minimum qualifying score do not receive a public certification or Seal. Instead, the Client receives a private assessment report identifying findings and remediation guidance.

7.2 How Levels Combine with Tiers

The certification level, Verified or Verified with Distinction, describes how well a submission performed.

The certification tier, Code Cert, Production Cert, or Continuous Cert, describes what was evaluated.

The full certificate always states both in full, together with the exact score and assessment date.

Example:

V2P Production Cert — Verified with Distinction — 94/100 — July 7, 2026

The compact Seal displayed on your own site uses the abbreviated form defined in Section 9.2.

7.3 Good-Faith Application

Scores and certification levels are produced by good-faith application of the published rubric as it exists on the date of assessment.

We do not guarantee a particular outcome, and no employee, contractor, or system is compensated based on the outcome a specific submission receives.

7.4 Requesting Re-Review

If you believe a result was produced in error, such as a factual misread of your code, a tooling malfunction, or a rubric misapplication, you may request a re-review within 30 days by emailing support@vibetoproduction.io with specifics.

Re-review is a courtesy process to correct genuine errors. It is not an obligation to change a result you simply disagree with.

7.5 Waiver of Disparagement Claims for Good-Faith Grading

To the extent permitted by law, you agree not to bring a claim against the Company for defamation, trade libel, business disparagement, tortious interference, or similar theories arising from a score or certification level issued in good-faith application of the published rubric, whether or not you agree with the outcome.

This waiver does not apply to results issued with actual malice or in knowing violation of the Company’s own published methodology.

8. Certified Client Obligations

You represent and warrant that:

You have the right to submit the code you provide for assessment
Information you provide about your application, its purpose, data handling, and environment is accurate to the best of your knowledge
You will not use a certification to make any claim about your software that exceeds what Section 6 permits
You remain solely responsible for the security, legality, and operation of your own software regardless of any certification received

9. The V2P Seal

9.1 Grant

Upon issuance of a certification, we grant you a limited, non-exclusive, non-transferable, revocable license to display the corresponding V2P Seal on your website and in marketing materials.

You may display the Seal solely in the form provided and solely for as long as the underlying certification remains valid.

9.2 Required Presentation

The Seal, as provided, must:

Display the certification tier, such as “V2P Production Cert,” together with the month and year of issuance
If the submission scored 90 or above, display the additional designation “Distinction”
Link to vibe2production.io/certification-disclaimer, or to the certificate’s own live verification page if one is provided to you
Not be modified, cropped in a way that removes the tier, distinction designation, or date, recolored, or combined with additional text or graphics implying a broader or different claim than the certification itself supports

The full certificate accessible via that link states the certification level, exact score, and assessment date in full, as described in Section 7.

9.3 Revocation

We may revoke your license to display the Seal and require its removal if:

The underlying certification expires or lapses, including cancellation of a Continuous Certification subscription
A re-scan or investigation reveals the codebase no longer meets the certified threshold
You misrepresent the scope of the certification in violation of Section 6.2
You alter the Seal in violation of Section 9.2
You violate these Terms in a manner related to the certification

9.4 Mandatory Removal

Upon revocation, expiration, or termination of your certification for any reason, you must remove the Seal and all references to the certification from your website and marketing materials within five business days of notice from us.

Continued display after this period is a material breach and, independent of any other remedy, obligates you to indemnify us under Section 13 for resulting claims.

10. Self-Certification Disclosure

Human Co-Pilot’s own products and portfolio ventures may be certified under the V2P Program.

These certifications are labeled as self-audited and are evaluated against the same published rubric, with review by an independent external technical reviewer.

Client certifications, meaning certifications of software built or owned by parties other than Human Co-Pilot and its affiliates, are conducted at arm’s length.

We do not certify software that our own team built or was paid to help build.

11. Certification Corpus & De-Identified Data

To operate and improve the Service, we maintain a corpus of certification findings and outcomes.

You grant us a perpetual, worldwide, royalty-free license to use de-identified and aggregated data derived from your submission, including findings, scores, and, where applicable, subsequent outcome data, to operate, evaluate, and improve the grading methodology and underlying models, and to develop benchmark and research datasets.

We will not:

Publicly disclose your identity in connection with this data without your consent
Redistribute your underlying source code, in whole or in substantial part, to any third party or use it to train a general-purpose model made available outside the V2P grading engine without your separate written consent

12. Confidentiality

12.1 Your Code

We treat source code and related materials you submit as your confidential information.

We will use it solely to perform the assessment and, in de-identified or aggregated form, as permitted by Section 11.

We will not disclose your identifiable submission to third parties except to service providers bound by confidentiality obligations and necessary to operate the Service, as required by law, or with your consent.

12.2 Security Measures

We maintain reasonable administrative, technical, and physical safeguards designed to protect submitted code and account information, as further described in our Privacy Policy.

No system is perfectly secure, and we cannot guarantee against all unauthorized access.

13. Indemnification

13.1 By You

You agree to indemnify, defend, and hold harmless the Company, its officers, members, employees, and agents from any claim, damage, loss, liability, or expense, including reasonable attorneys’ fees, arising from or related to:

Your software itself, including any defect, vulnerability, security incident, or harm arising from it, regardless of the certification it received
Any claim brought by your own customers, users, or other third parties based on their reliance on your certification or Seal
Your violation of Section 6 or Section 9, including failure to timely remove a revoked or expired Seal
Your breach of these Terms or violation of applicable law
Your User Content or the code you submit, including any third-party rights it infringes

13.2 By Us

We agree to indemnify you against third-party claims that the V2P platform itself, excluding your code, your Seal usage, or your representations about your certification, infringes a third party’s U.S. intellectual property rights, subject to the limitation of liability in Section 15.

14. No Third-Party Beneficiaries

These Terms govern the relationship between you, as Client, and the Company only.

No other person or entity, including your customers, users, investors, or any other party who views a certification, Seal, or verification page, is a third-party beneficiary of these Terms or has any right to enforce them.

The rights, if any, of such third parties in connection with a certification are governed exclusively by the V2P Certification Disclaimer at vibe2production.io/certification-disclaimer, which expressly disclaims any warranty or reliance right running to them.

15. Disclaimers and Limitation of Liability

15.1 Disclaimer of Warranties

Except as expressly stated in these Terms, the Service and any certification are provided “as is” and “as available,” without warranties of any kind, express or implied, including warranties of merchantability, fitness for a particular purpose, title, and non-infringement.

We do not warrant that the Service will be uninterrupted, error-free, or that any certification is a guarantee against security incidents, data loss, or other harm.

15.2 Limitation of Liability

To the maximum extent permitted by law, the Company will not be liable for any indirect, incidental, special, consequential, or punitive damages, including lost profits, lost data, or reputational harm, arising from these Terms or the Service, even if advised of the possibility.

Our total aggregate liability for any claim arising from these Terms or the Service will not exceed the greater of:

The fees you paid in the twelve months before the claim arose
Ten thousand dollars ($10,000)

15.3 Carve-Outs

The limitation in Section 15.2 does not apply to your indemnification obligations under Section 13.1, either party’s gross negligence, fraud, or willful misconduct, or our breach of the confidentiality obligations in Section 12.

15.4 Basis of the Bargain

You acknowledge that the fees charged for the Service reflect the allocation of risk in this Section, and that the Service would not be offered at these prices without these limitations.

16. Dispute Resolution

16.1 Informal Resolution First

Before filing any claim, you agree to contact us at legal@vibetoproduction.io and attempt in good faith to resolve the dispute informally for at least 30 days.

16.2 Binding Arbitration

Please read carefully. This affects your legal rights.

Except for claims for injunctive relief, intellectual property disputes, or small claims court matters, any dispute arising from these Terms or the Service will be resolved by binding arbitration administered by the American Arbitration Association under its Commercial Arbitration Rules, in Miami-Dade County, Florida, in English.

The arbitrator’s decision is final and binding, and each party bears its own costs except as the arbitrator otherwise awards.

Class action waiver: Arbitration and any court proceeding will be conducted only on an individual basis. You waive any right to participate in a class, collective, or representative action.

16.3 Governing Law and Venue

These Terms are governed by the laws of the State of Florida, without regard to conflict-of-law principles.

For any matter not subject to arbitration, you consent to the exclusive jurisdiction of the state and federal courts located in Miami-Dade County, Florida.

17. California Residents

Under California Civil Code § 1789.3, the Complaint Assistance Unit of the Division of Consumer Services of the California Department of Consumer Affairs may be contacted at:

1625 North Market Blvd., Suite N 112
Sacramento, CA 95834
(800) 952-5210

Your subscription automatically renews as described in Section 4.5. You may cancel at any time through account settings or by emailing support@vibetoproduction.io.

18. European Union / United Kingdom Residents

These Terms do not affect your non-waivable statutory consumer rights.

Digital services carry a 14-day right of withdrawal from purchase. If you direct us to begin a certification run within that period, you acknowledge you lose the right of withdrawal upon commencement.

Notwithstanding Section 16, you may bring claims in the courts of your country of residence, and the arbitration/class-waiver provisions may not apply to you.

The EU’s online dispute resolution platform is at https://ec.europa.eu/consumers/odr.

19. General Provisions

Entire Agreement. These Terms, the Privacy Policy, and any DPA constitute the entire agreement between you and the Company regarding the Service.

Modifications. We may modify these Terms at any time by posting the update. Material changes will be flagged with at least 30 days’ notice. Continued use after the effective date constitutes acceptance.

Severability. If any provision is unenforceable, the remaining provisions continue in effect.

Assignment. You may not assign these Terms without our consent. We may assign these Terms in connection with a merger, acquisition, financing, or sale of assets, including a future assignment to Vibe to Production, Inc. upon its formation.

Force Majeure. Neither party is liable for delay or failure caused by events beyond its reasonable control.

Notices. Notices to you go to your account email. Notices to us go to legal@vibetoproduction.io.

20. Contact

BNENDS, LLC d/b/a Vibe to Production
129 W. Flagler St, Miami, FL 33130

General & Billing: support@vibetoproduction.io
Privacy: privacy@vibetoproduction.io
Security: security@vibetoproduction.io
Legal: legal@vibetoproduction.io

Document History

Version	Date	Changes
1.0	July 7, 2026	Initial version