Disclaimer

ALL SUPPLY CHAIN INTELLIGENCE DATA, GOVERNMENT CONTRACT ANALYTICS, COMPANY-CONTRACT CORRELATION MAPS, SECTOR HEATMAPS, COMPANY PROFILES, CONTRACT AWARD DATA, SUPPLIER NETWORK ANALYSES, AND ANY OTHER CONTENT PROVIDED BY CHAINSIFTER ARE FOR INFORMATIONAL AND EDUCATIONAL PURPOSES ONLY. NOTHING ON THIS PLATFORM CONSTITUTES INVESTMENT ADVICE, FINANCIAL ADVICE, TRADING ADVICE, PROCUREMENT ADVICE, LEGAL ADVICE, TAX ADVICE, REGULATORY COMPLIANCE ADVICE, OR ANY OTHER FORM OF PROFESSIONAL OR REGULATED GUIDANCE OF ANY KIND.

Guerilla Finance Inc. is NOT registered with the U.S. Securities and Exchange Commission (SEC) as an investment adviser under the Investment Advisers Act of 1940. Guerilla Finance Inc. is NOT registered as a broker-dealer under the Securities Exchange Act of 1934. Guerilla Finance Inc. is NOT a member of the Financial Industry Regulatory Authority (FINRA) or any self-regulatory organization. ChainSifter does not hold, manage, or trade assets on behalf of any user. Nothing on this platform should be construed as a solicitation or offer to buy or sell any security or financial instrument.

Your use of ChainSifter does not create any advisory, fiduciary, broker-dealer, investment manager, or client relationship between you and Guerilla Finance Inc. of any kind. We do not act as your financial adviser or in any fiduciary capacity. We owe you no fiduciary duty, duty of loyalty, duty of care, or any other professional duty in connection with your use of this platform or any investment, procurement, or business decision you make.

ChainSifter does not recommend that any security be purchased, sold, held, or avoided. Contract correlation data, supply chain exposure scores, sector heatmaps, and all other signals and indicators are aggregations and analyses of publicly available government procurement data. They are not personalized investment recommendations and should not be interpreted as such. A high contract exposure score, positive correlation signal, or supply chain alert is not a recommendation to buy or sell any security.

• SAM.gov and USASpending.gov data is subject to reporting delays — contract awards may not be published until days or weeks after execution;
• Contract modification, cancellation, or exercise of options may not be immediately reflected in public data;
• Contract values reported are ceiling values or estimated values — actual amounts paid may differ significantly;
• Subcontract data is generally not available in public procurement databases — ChainSifter covers prime contracts only unless otherwise noted;
• Government agencies may classify, seal, or exempt certain contracts from public disclosure;
• Task order and delivery order data availability varies by contract vehicle type;
• Data processing pipeline delays may cause a lag between government publication and ChainSifter display;
• The SAM.gov API key used to source data is subject to rate limits and may cause temporary data gaps.

Always verify contract data directly from SAM.gov, USASpending.gov, and FPDS-NG before making any business or investment decision based on government contract information.

ChainSifter identifies statistical correlations and relationships between companies, contract awards, and supply chain networks. These correlations are analytical observations based on available data and do not imply causation, investment thesis validation, or predictive accuracy:

• A statistical correlation between contract awards and stock price movements in historical data does not mean future contract awards will produce similar stock price effects;
• Supply chain network relationships inferred from procurement data may be incomplete, imprecise, or outdated;
• Correlation map analyses reflect one analytical perspective on publicly available data and do not constitute a comprehensive view of any company's business relationships;
• Contract exposure to a specific government agency or program does not guarantee revenue, contract renewal, or operational continuity.

Nothing on ChainSifter constitutes procurement advice, government contracting strategy advice, FAR/DFARS compliance guidance, small business certification advice, bid/proposal strategy, or any other form of government contracting professional guidance. Data about contract vehicles, NAICS codes, set-aside categories, and agency spending patterns is provided for research purposes only. Businesses making government contracting decisions should consult qualified government contracts lawyers, certified capture managers, and other licensed professionals.

ChainSifter's correlation scores, supply chain graphs, and sector analytics are produced by proprietary algorithms. These algorithms analyze procurement data patterns and may contain errors, biases, or outdated logic. Model outputs should be treated as one analytical input among many, not as authoritative assessments. The accuracy of algorithmic outputs depends entirely on the quality and completeness of underlying procurement data, which has inherent limitations as described above.

Some content on ChainSifter — including company summaries, contract analyses, sector intelligence articles, and descriptive text — may be generated or augmented by artificial intelligence systems. AI-generated content does not constitute investment, procurement, or legal advice and may contain factual errors, omissions, outdated information, or inaccurate characterizations. Always verify AI-generated content against primary source documents before relying on it for any decision.

Despite best efforts, ChainSifter cannot guarantee the accuracy, completeness, or timeliness of any data on this platform. Data is dependent on third-party government databases that are updated on irregular schedules, may contain errors submitted by contracting agencies, and are subject to retroactive amendments. Platform data may be delayed, incomplete, or temporarily unavailable due to data pipeline issues or third-party API outages.

PAST PERFORMANCE IS NOT INDICATIVE OF FUTURE RESULTS. Historical contract award patterns, spending trends, and any correlation between procurement data and stock performance are presented for research and educational purposes only. Historical relationships between government contract awards and subsequent stock price movements do not predict future relationships. Government budget environments, agency priorities, and contract structures continuously change.

Nothing on ChainSifter constitutes a prediction, projection, or guarantee of any contract award, government spending trend, stock price movement, or investment outcome. We make no warranty that any company tracked on ChainSifter will win or lose future contracts, or that any stock will appreciate or decline based on contract exposure data.

Investing in securities of government contractors and defense companies involves substantial risk, including the potential loss of your entire investment. Defense and government contracting stocks are subject to budget sequestration, continuing resolutions, program cancellations, regulatory risk, export control issues, and geopolitical factors that may cause significant price volatility regardless of contract award history. No data on ChainSifter mitigates these risks.

Nothing on ChainSifter constitutes tax advice, legal advice, regulatory compliance advice, or estate planning advice. Investment decisions in defense and government contracting stocks may have significant tax consequences. Government contracting businesses face complex legal and compliance obligations under FAR, DFARS, ITAR, EAR, and other regulations that are not addressed by ChainSifter. Consult qualified professionals for legal, tax, and compliance guidance.

ChainSifter integrates data from SAM.gov, USASpending.gov, FPDS-NG, SEC EDGAR, and other third-party sources. Guerilla Finance Inc. is not responsible for errors, omissions, service disruptions, or data quality issues at any third-party provider. Use of third-party data on this platform does not constitute endorsement of those providers or their data. Third-party data is used under applicable government open data policies and the terms of service of respective providers.

You are solely and exclusively responsible for all investment, procurement, and business decisions you make using ChainSifter data; conducting your own independent due diligence; verifying data from primary government sources; compliance with all applicable laws and regulations; and any losses, damages, or liabilities resulting from decisions made using ChainSifter data.

TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, GUERILLA FINANCE INC. AND ITS OWNERS, OFFICERS, EMPLOYEES, CONTRACTORS, AFFILIATES, AND AGENTS SHALL NOT BE LIABLE FOR ANY TRADING LOSSES, INVESTMENT LOSSES, LOSS OF CAPITAL, LOST PROFITS, LOST REVENUE, LOST CONTRACTS, MISSED BUSINESS OPPORTUNITIES, OR ANY OTHER DIRECT, INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL, PUNITIVE, OR EXEMPLARY DAMAGES ARISING FROM YOUR USE OF OR RELIANCE ON ANY DATA, SCORE, ANALYSIS, OR CONTENT ON CHAINSIFTER OR FROM ANY INVESTMENT, PROCUREMENT, OR BUSINESS DECISION MADE USING PLATFORM DATA. OUR TOTAL AGGREGATE LIABILITY FOR ANY CLAIM SHALL NOT EXCEED FIFTY U.S. DOLLARS ($50.00).

By using ChainSifter, you agree to indemnify, defend, and hold harmless Guerilla Finance Inc. and its owners, officers, employees, contractors, and agents from and against any and all claims, liabilities, damages, losses, costs, and expenses (including reasonable attorneys' fees) arising from any investment, procurement, or business decision you make based on any information from ChainSifter, your violation of applicable law, or your misuse of the platform.

Before making any investment decision, consult with a licensed, qualified financial advisor, registered investment adviser, or broker-dealer. Before making government contracting business decisions, consult qualified government contracts lawyers and capture management professionals. ChainSifter is a research tool that supplements, but does not replace, professional advice.

ChainSifter is operated from the United States and focuses primarily on U.S. federal government procurement data. Use of ChainSifter from outside the United States may be restricted by local laws. Users are solely responsible for determining whether their use complies with applicable local laws and regulations governing financial research and data services.

BY ACCESSING OR USING CHAINSIFTER, YOU EXPRESSLY ACKNOWLEDGE THAT: (A) YOU HAVE READ AND UNDERSTAND THIS DISCLAIMER IN ITS ENTIRETY; (B) CHAINSIFTER PROVIDES SUPPLY CHAIN INTELLIGENCE AND DATA TOOLS FOR INFORMATIONAL PURPOSES ONLY AND DOES NOT PROVIDE INVESTMENT, FINANCIAL, PROCUREMENT, OR LEGAL ADVICE; (C) ALL INVESTMENT AND BUSINESS DECISIONS ARE MADE SOLELY AT YOUR OWN RISK AND JUDGMENT; (D) YOU ACCEPT FULL AND SOLE RESPONSIBILITY FOR ANY LOSSES OR DAMAGES ARISING FROM YOUR USE OF THIS PLATFORM OR ANY DECISION MADE USING PLATFORM DATA; (E) YOU WAIVE ANY CLAIM AGAINST GUERILLA FINANCE INC. ARISING FROM YOUR RELIANCE ON ANY PLATFORM DATA OR CONTENT. THIS DISCLAIMER SUPPLEMENTS THE CHAINSIFTER TERMS OF SERVICE. IN THE EVENT OF ANY CONFLICT, THE TERMS OF SERVICE GOVERN.

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