Legal Document

End-User License Agreement

FaceToFace Media Forensics Suite
Version: 1.0
Status: Beta Release
Effective: 2025
Issuer: By Every Word Productions
Jurisdiction: California, USA

⚠ Important — Read Before Installing

This End-User License Agreement ("Agreement" or "EULA") is a legally binding contract between you ("Licensee") and By Every Word Productions ("Licensor"). BY INSTALLING, COPYING, DOWNLOADING, ACCESSING, OR OTHERWISE USING FACETOFACE MEDIA FORENSICS SUITE, YOU ACKNOWLEDGE THAT YOU HAVE READ THIS AGREEMENT, UNDERSTAND IT, AND AGREE TO BE BOUND BY ITS TERMS. IF YOU DO NOT AGREE, DO NOT INSTALL OR USE THE SOFTWARE.

⚠ Beta Software Notice

This Software is currently designated as BETA software. Beta software is pre-release and may contain errors, bugs, defects, or incomplete functionality. BETA SOFTWARE IS PROVIDED STRICTLY "AS-IS" WITH NO WARRANTIES OF ANY KIND. Use of Beta software in active investigations or legal proceedings is entirely at Licensee's own risk.

ARTICLE I

Definitions

1.1 "Software"

Means FaceToFace Media Forensics Suite, including all versions, components, modules, plugins, updates, upgrades, patches, documentation, and any other materials provided by Licensor, whether designated as Beta, release candidate, or production release.

1.2 "Licensee" or "You"

Means the individual, entity, agency, department, or organization that installs, accesses, or uses the Software, including law enforcement agencies, government entities, private investigators, forensic laboratories, and individual users.

1.3 "Licensor"

Means By Every Word Productions, its owners, officers, employees, contractors, agents, successors, and assigns.

1.4 "Forensics Mode"

Means the operational mode of the Software that includes chain of custody logging, cryptographic hash verification, tamper-evident audit trails, and automated scientific report generation. Available only in desktop installations.

1.5 "Enhanced Mode"

Means the operational mode providing image enhancement, face comparison, video scanning, and audio forensics capabilities without chain of custody features.

1.6 "Investigative Output"

Means any result, score, report, image, analysis, recommendation, finding, comparison, or other output generated by the Software, regardless of the mode of operation.

1.7 "Air-Gapped Deployment"

Means installation and operation of the Software on hardware that is physically isolated from public networks, pursuant to a law enforcement offline registration.

ARTICLE II

License Grant & Restrictions

2.1 License Grant

Subject to the terms of this Agreement and timely payment of applicable License fees, Licensor grants Licensee a limited, non-exclusive, non-transferable, non-sublicensable, revocable license to install and use the Software solely for Licensee's internal business purposes on the number of authorized machines specified by the applicable license tier.

2.2 License Types

  • Subscription License: A time-limited license for the duration of the paid subscription period.
  • Perpetual License: A permanent license for a specific version of the Software.
  • Air-Gapped Law Enforcement License: A twelve (12) month license issued to qualified law enforcement agencies following completion of the LE application process. Requires annual renewal.
  • Trial License: A time-limited license for evaluation purposes only. May not be used in active investigations or legal proceedings.
  • Online/SaaS License: A subscription-based, credit-allocated license for the web-hosted version of the Software.

2.3 Restrictions

Licensee shall NOT:

  • Reverse engineer, decompile, disassemble, decrypt, or otherwise attempt to derive the source code of the Software;
  • Modify, adapt, translate, create derivative works from, or otherwise alter the Software;
  • Sell, resell, license, sublicense, lease, rent, assign, transfer, or distribute the Software to any third party;
  • Make the Software accessible via network connection or any other means to parties not covered by the applicable License;
  • Remove, alter, or circumvent any proprietary notices, license enforcement mechanisms, or security features;
  • Use the Software to develop a competing product or service;
  • Use the Software in violation of any applicable law or regulation;
  • Share, disclose, or distribute any License Key or offline registration credential to any unauthorized party;
  • Use a Trial License in connection with any active investigation, criminal or civil proceeding, or evidentiary submission.
ARTICLE III

Investigative Aid Disclaimer

3.1 Investigative Aid Only

THE SOFTWARE IS AN INVESTIGATIVE AID TOOL ONLY. ALL OUTPUTS GENERATED BY THE SOFTWARE — INCLUDING DEEPFAKE DETECTION SCORES, FACE COMPARISON RESULTS, BIOMETRIC SIMILARITY SCORES, AUDIO ANALYSIS RESULTS, GUNSHOT DETECTION RESULTS, IMAGE ENHANCEMENT OUTPUTS, AND AUTOMATED REPORTS — ARE PROVIDED SOLELY AS INVESTIGATIVE AIDS TO ASSIST QUALIFIED PROFESSIONALS IN THEIR OWN INDEPENDENT ANALYSIS.

No output of the Software constitutes a definitive forensic conclusion, expert testimony, determination of authenticity or identity, legal advice, or a substitute for the independent judgment of a qualified forensic examiner.

3.2 Human Expert Verification Required

ALL INVESTIGATIVE OUTPUTS MUST BE INDEPENDENTLY VERIFIED BY A QUALIFIED HUMAN FORENSIC EXPERT BEFORE USE IN ANY INVESTIGATION, PROCEEDING, OR REPORT. Licensee assumes sole and exclusive responsibility for how Investigative Outputs are interpreted, applied, relied upon, presented, or submitted.

3.3 AI and Machine Learning Limitations

The Software incorporates artificial intelligence and machine learning models that may produce incorrect, incomplete, misleading, or statistically erroneous results. AI models operate on probabilistic principles and are not infallible. Investigative Outputs must always be treated as preliminary indicators, not conclusions.

3.4 No Evidentiary Guarantee

Licensor makes no representation or warranty that any Investigative Output will be admissible in any court, tribunal, or administrative proceeding. Admissibility is determined exclusively by applicable rules of evidence and the presiding authority.

3.5 Beta Software in Investigative Context

USE OF BETA SOFTWARE IN ANY INVESTIGATIVE, EVIDENTIARY, LEGAL, OR PROFESSIONAL CONTEXT IS AT LICENSEE'S SOLE AND EXCLUSIVE RISK. Beta software has not undergone complete validation testing.

3.6 Law Enforcement Acknowledgment

By using the Software in connection with any law enforcement investigation, Licensee acknowledges that all Investigative Outputs require independent verification; the Software is a supplementary tool only; Licensee's agency bears sole responsibility for use of outputs in any investigation or proceeding; and air-gapped licenses expire after twelve (12) months and must be renewed.

3.7 No Sole Basis for Action

The Software and all Investigative Outputs shall NOT be used as the sole basis for any arrest, detention, prosecution, charging decision, warrant application, civil enforcement action, employment or disciplinary decision, or evidentiary conclusion. All Investigative Outputs must be independently corroborated by qualified human professionals using accepted forensic methodologies.

ARTICLE IV

Disclaimer of Warranties

THE SOFTWARE IS PROVIDED "AS IS" AND "AS AVAILABLE" WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED. TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, LICENSOR EXPRESSLY DISCLAIMS ALL WARRANTIES INCLUDING BUT NOT LIMITED TO: ANY IMPLIED WARRANTY OF MERCHANTABILITY; ANY IMPLIED WARRANTY OF FITNESS FOR A PARTICULAR PURPOSE; ANY IMPLIED WARRANTY OF NON-INFRINGEMENT; ANY WARRANTY THAT THE SOFTWARE WILL BE ERROR-FREE, UNINTERRUPTED, OR SECURE; ANY WARRANTY REGARDING THE ACCURACY OR RELIABILITY OF ANY INVESTIGATIVE OUTPUT; ANY WARRANTY THAT THE SOFTWARE WILL MEET LICENSEE'S REQUIREMENTS; ANY WARRANTY WITH RESPECT TO THE PERFORMANCE OF ANY AI MODEL OR MACHINE LEARNING ALGORITHM; ANY WARRANTY THAT THE SOFTWARE IS SECURE AGAINST CYBERATTACK, MALWARE, ADVERSARIAL AI INPUTS, PROMPT MANIPULATION, MODEL POISONING, DATA CORRUPTION, OR EVIDENTIARY TAMPERING; ANY WARRANTY THAT THE SOFTWARE COMPLIES WITH DAUBERT, FRYE, SWGDE, NIST, ISO, ASTM, OR ANY OTHER FORENSIC, SCIENTIFIC, OR EVIDENTIARY STANDARD; ANY WARRANTY REGARDING THIRD-PARTY OPEN-SOURCE COMPONENTS, WHICH ARE PROVIDED AS-IS PURSUANT TO THEIR RESPECTIVE LICENSE TERMS.
ARTICLE V

Limitation of Liability

5.1 Exclusion of Consequential Damages

TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, IN NO EVENT SHALL LICENSOR BE LIABLE FOR ANY INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL, EXEMPLARY, OR PUNITIVE DAMAGES, INCLUDING BUT NOT LIMITED TO: LOSS OF PROFITS; LOSS OF DATA; WRONGFUL CONVICTION OR ACQUITTAL; CASE DISMISSAL; EVIDENTIARY RULINGS ADVERSE TO LICENSEE; CIVIL OR CRIMINAL LIABILITY ARISING FROM RELIANCE ON INVESTIGATIVE OUTPUTS; OR REPUTATIONAL HARM.

5.2 Liability Cap

LICENSOR'S TOTAL CUMULATIVE LIABILITY TO LICENSEE FOR ANY AND ALL CLAIMS SHALL NOT EXCEED THE GREATER OF: (A) THE TOTAL AMOUNT ACTUALLY PAID BY LICENSEE TO LICENSOR DURING THE TWELVE (12) MONTHS PRECEDING THE CLAIM; OR (B) FIFTY DOLLARS ($50.00).

5.3 Statute of Limitations

No action relating to this Agreement may be brought by Licensee more than one (1) year after the event giving rise to such action or claim first arose.

5.4 Essential Basis of the Bargain

Licensee acknowledges that the limitations of liability set forth in this Article reflect a reasonable allocation of risk and are an essential element of the basis of the bargain between the parties.

5.6 Class Action Waiver

TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, LICENSEE AGREES THAT ANY DISPUTE SHALL BE BROUGHT SOLELY IN LICENSEE'S INDIVIDUAL CAPACITY AND NOT AS PART OF ANY CLASS ACTION, CONSOLIDATED ACTION, COLLECTIVE ACTION, OR REPRESENTATIVE PROCEEDING OF ANY KIND.

5.7 Jury Trial Waiver

TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, EACH PARTY KNOWINGLY AND VOLUNTARILY WAIVES ANY RIGHT TO TRIAL BY JURY IN CONNECTION WITH ANY DISPUTE ARISING UNDER THIS AGREEMENT.
ARTICLE VI

Indemnification

Licensee shall defend, indemnify, and hold harmless Licensor and its owners, officers, employees, contractors, agents, successors, and assigns from and against any and all claims, liabilities, losses, damages, costs, and expenses (including reasonable attorneys' fees) arising out of or relating to:

  • Licensee's use or misuse of the Software or any Investigative Output;
  • Licensee's breach of any provision of this Agreement;
  • Any use of Investigative Outputs in connection with any investigation, prosecution, civil proceeding, or legal matter;
  • Any claim by a third party arising from Licensee's use of the Software;
  • Licensee's violation of any applicable law, regulation, or professional standard.
ARTICLE VII

Intellectual Property

7.1 Ownership

The Software and all related intellectual property rights are and shall remain the sole and exclusive property of Licensor. This Agreement does not convey to Licensee any ownership interest in the Software.

7.2 Third-Party Components

The Software incorporates third-party open-source components under their respective licenses. ALL THIRD-PARTY COMPONENTS ARE PROVIDED "AS IS" PURSUANT TO THEIR RESPECTIVE OPEN-SOURCE LICENSE TERMS. LICENSOR MAKES NO WARRANTIES REGARDING THE PERFORMANCE, SECURITY, ACCURACY, OR RELIABILITY OF ANY THIRD-PARTY COMPONENT.

  • GFPGAN / CodeFormer / RealESRGAN — Image Restoration and Upscaling — BSD / MIT License
  • RetinaFace / ArcFace — Face Detection, Alignment, and Comparison — MIT / Custom License
  • WaveSurfer.js — Audio Waveform Visualization — BSD License
  • FFmpeg — Video and Audio Processing — LGPL / GPL License
  • React / Vite — Core UI Development Framework — MIT License
  • MediaPipe — Facial Landmark Detection — Apache 2.0 License
  • SCUNet — Blind Image Denoising — Apache 2.0 License

7.3 Feedback

If Licensee provides any suggestions or feedback regarding the Software, Licensee hereby grants Licensor a perpetual, irrevocable, worldwide, royalty-free license to use and incorporate such Feedback without restriction or compensation.

ARTICLE VIII

Privacy & Data

8.1 Local Processing

The desktop Software processes all media, evidence files, and Investigative Outputs locally on Licensee's hardware. No evidence files, images, audio, or video are transmitted to Licensor or any third party during normal operation.

8.2 License Validation Data

For online license validation, the Software may transmit non-personally-identifiable machine fingerprint data and license key identifiers solely for license verification. Air-Gapped deployments perform all validation offline and transmit no data.

8.3 Application Data

Information submitted via the law enforcement application process is collected and retained solely for license management and compliance verification. Licensor shall not sell or disclose this information to third parties except as required by law.

8.4 Online/SaaS Version

The online subscription version may process uploaded files on Licensor's servers. Users of the online version should NOT upload classified, sensitive, privileged, or chain-of-custody-critical evidence to the online platform.

ARTICLE IX

Biometric, Privacy & Data Compliance

9.1 Licensee Responsibility

Licensee is solely responsible for ensuring that its collection, processing, storage, analysis, and use of all media, biometric identifiers, facial imagery, audio recordings, and personal information complies with all applicable laws, regulations, warrants, court orders, consent requirements, and privacy obligations.

9.2 Biometric Data Compliance

Licensee assumes sole responsibility for compliance with all applicable biometric privacy laws, including but not limited to: the Illinois Biometric Information Privacy Act (BIPA); the California Consumer Privacy Act / California Privacy Rights Act (CCPA/CPRA); the General Data Protection Regulation (GDPR); and any applicable state, federal, or international privacy or surveillance law.

9.3 No Legal Advice

Licensor does not provide legal advice regarding privacy, surveillance, biometric collection, evidentiary handling, or regulatory compliance. Licensee is solely responsible for obtaining independent legal counsel regarding all compliance obligations.

9.4 Consent and Authorization

Licensee represents and warrants that Licensee has obtained all legally required permissions, warrants, authorizations, notices, or consents necessary for processing any data or biometric information through the Software.

9.5 Law Enforcement Lawful Authority

Law enforcement Licensees represent and warrant that all evidence submitted to the Software has been lawfully obtained pursuant to applicable legal authority. Licensor shall have no liability for any unlawful collection, processing, or use of evidence.

ARTICLE X

Term & Termination

10.1 Term

This Agreement is effective upon Licensee's acceptance and continues until terminated in accordance with this Article.

10.2 Automatic Expiration — Air-Gapped LE Licenses

Air-Gapped Law Enforcement licenses automatically expire twelve (12) months from the date of issuance. Upon expiration, the Software will cease to function in licensed mode. Licensee must submit a renewal application to obtain a new activation. Licensor is not responsible for any disruption to operations caused by license expiration.

10.3 Termination by Licensor

Licensor may terminate this Agreement immediately upon written notice if Licensee breaches any provision of this Agreement, uses the Software in connection with illegal activity, reverse engineers or circumvents any security mechanism, or fails to pay applicable license fees.

10.4 Effect of Termination

Upon termination or expiration, Licensee must immediately cease all use of the Software and destroy all copies in Licensee's possession or control.

ARTICLE XI

Artificial Intelligence — At Your Own Risk

AI-POWERED SOFTWARE — AT YOUR OWN RISK. FACETOFACE MEDIA FORENSICS SUITE MAKES EXTENSIVE USE OF ARTIFICIAL INTELLIGENCE MODELING, MACHINE LEARNING ALGORITHMS, AND NEURAL NETWORK INFERENCE. AI SYSTEMS ARE KNOWN TO PRODUCE INCORRECT, INCOMPLETE, BIASED, OR ERRONEOUS RESULTS. BY USING THIS SOFTWARE, YOU EXPRESSLY ACKNOWLEDGE AND ACCEPT THAT ALL USE IS ENTIRELY AT YOUR OWN RISK.

11.1 AI Limitations Acknowledgment

  • AI and machine learning systems are inherently probabilistic and known to produce errors, false positives, false negatives, and statistically erroneous conclusions;
  • No AI system incorporated in the Software is infallible or guaranteed to produce correct results in any given instance;
  • AI model outputs may perform inconsistently across different inputs, environments, or conditions;
  • The AI models incorporated in the Software have not been independently certified or accredited by any government agency, standards body, or court system for use as determinative forensic evidence.

11.2 At Your Own Risk — Express Assumption of Risk

THIS SOFTWARE, AND ALL AI-GENERATED OUTPUTS, ARE PROVIDED AND USED ENTIRELY AT LICENSEE'S OWN RISK. FACETOFACE MEDIA FORENSICS SUITE, BY EVERY WORD PRODUCTIONS, AND ALL CONTRIBUTORS, DEVELOPERS, MODEL AUTHORS, OPEN-SOURCE LICENSORS, AND THIRD-PARTY COMPONENT PROVIDERS SHALL NOT BE LIABLE — UNDER ANY LEGAL THEORY — FOR ANY USE OF THE SOFTWARE OR FOR ANY MISTAKES, ERRORS, INACCURACIES, OR INCORRECT OUTPUTS GENERATED BY THE SOFTWARE OR ITS AI COMPONENTS, REGARDLESS OF THE CONSEQUENCES OF SUCH ERRORS.

11.3 No Liability for AI Errors in Any Proceeding

While it is the sincere desire and focused intent of By Every Word Productions that FaceToFace Media Forensics Suite be genuinely useful to investigators and forensic professionals, Licensor expressly does not retain or accept liability for the use of Investigative Outputs in any context, including criminal investigations or prosecutions, civil litigation or administrative proceedings, law enforcement operations or decisions, intelligence or national security applications, or any other legal, professional, or official proceeding of any kind.

11.4 Contributor and Third-Party Exculpation

By Every Word Productions, all contributors to the Software, all third-party model authors, and all open-source licensors are expressly and collectively released from any and all liability arising from the use of, reliance upon, or errors produced by the Software or its AI components, to the maximum extent permitted by applicable law.

11.5 Licensee's Duty of Independent Verification

Licensee assumes a non-delegable duty to independently verify all AI-generated outputs through qualified human expert review before relying on such outputs for any investigative conclusion, professional judgment, or official action. Failure to perform such independent verification shall be deemed an assumption of all associated risk by Licensee.

ARTICLE XII

General Provisions

12.1 Governing Law

This Agreement shall be governed by and construed in accordance with the laws of the State of California, without regard to its conflict of law principles. The United Nations Convention on Contracts for the International Sale of Goods shall not apply.

12.2 Dispute Resolution and Venue

Any dispute shall first be subject to good-faith negotiation for not less than thirty (30) days. If unresolved, disputes shall be submitted to binding arbitration administered by JAMS in Yuba County, California. If binding arbitration is prohibited by law for a governmental entity, such dispute shall be brought exclusively in a state or federal court in California. Licensor may seek injunctive or equitable relief in any court of competent jurisdiction to protect intellectual property rights or prevent irreparable harm.

12.3 Entire Agreement

This Agreement constitutes the entire agreement between the parties with respect to the Software and supersedes all prior agreements, negotiations, representations, and understandings relating to its subject matter.

12.4 Amendment

Licensor reserves the right to modify this Agreement at any time. Continued use of the Software following notice of modification constitutes acceptance of the modified terms.

12.5 Severability

If any provision of this Agreement is held to be invalid or unenforceable, such provision shall be modified to the minimum extent necessary to make it enforceable, and the remaining provisions shall continue in full force and effect.

12.9 Export Compliance

Licensee shall comply with all applicable export control laws and regulations. Licensee represents that it is not located in any country subject to U.S. export embargo.

12.10 Sanctions and Restricted Parties

Licensee represents and warrants that Licensee is not located in or subject to comprehensive U.S. economic sanctions administered by OFAC, identified on any U.S. government restricted-party list, or acting on behalf of any prohibited person or entity.

12.11 Government Use

If Licensee is a U.S. government entity, the Software is provided as "Commercial Computer Software" as defined in FAR 2.101. Use, reproduction, or disclosure is subject to the restrictions set forth in this Agreement.

12.12 Contact Information

Questions regarding this Agreement should be directed to:

By Every Word Productions
byeverywordproductions@gmail.com
byeverywordproductions.com/f2f

// Acceptance of Terms
BY INSTALLING, DOWNLOADING, ACCESSING, OR USING FACETOFACE MEDIA FORENSICS SUITE, LICENSEE ACKNOWLEDGES THAT LICENSEE HAS READ THIS AGREEMENT IN ITS ENTIRETY, UNDERSTANDS ITS TERMS, AND AGREES TO BE LEGALLY BOUND BY ALL OF ITS PROVISIONS.
LICENSEE EXPRESSLY ACKNOWLEDGES THAT:
• The Software utilizes experimental and AI-assisted technologies that may produce errors, false positives, false negatives, or misleading results;
• Outputs may be incorrect and are not a substitute for qualified human forensic analysis;
• The Software is not certified under Daubert, Frye, SWGDE, NIST, ISO, ASTM, or any other forensic validation standard;
• Licensee assumes all risk arising from use of the Software or any Investigative Output;
• Licensor has made no guarantee of accuracy, admissibility, or fitness for any particular investigative or legal purpose;
• Licensee is solely responsible for compliance with all biometric, privacy, and surveillance laws applicable to Licensee's jurisdiction and use case.
Authorized Signature
Printed Name / Agency / Organization
Title / Rank
Date

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