Legal Disclaimer
The information, code architectures, growth frameworks, and case studies published on punpun.in are provided by Punpun LLP for general informational, educational, and business demonstration purposes only. Please review the following specific disclaimers.
1Case Studies, ROI Metrics & Performance Benchmarks
Any case study figures, organic traffic uplifts, return-on-ad-spend (ROAS) statistics, conversion rate improvements, or Core Web Vitals performance scores shown on this platform represent historical outcomes achieved under unique client specifications, budgets, and operational coordinates.
Punpun LLP makes no guarantee, warranty, or representation that your organization will achieve identical or comparable outcomes. Digital performance depends on multiple external variables outside our control, including existing brand equity, market competition, product-market fit, macroeconomic conditions, and ad platform auction algorithms.
2Artificial Intelligence (AI) & Machine Learning Solutions
Punpun LLP designs and integrates custom Artificial Intelligence (AI) solutions, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG) vector pipelines, and intelligent AI chatbots.
Generative AI models and neural networks operate on statistical probability and may occasionally generate inaccurate, incomplete, or unintended outputs (“hallucinations”). While Punpun LLP implements industry-standard prompt engineering, guardrails, and validation workflows, clients are advised that AI outputs in mission-critical environments (such as medical, legal, or high-stakes financial operations) should undergo human-in-the-loop verification before final execution.
3Search Engine (SEO) & Advertising Platform Algorithms
Search engines (such as Google and Bing) and paid advertising networks (such as Google Ads, Meta Ads, LinkedIn Ads) frequently update their proprietary ranking algorithms, indexation policies, and bidding auction mechanics without prior notice.
- While Punpun LLP adheres strictly to white-hat, technical optimization and conversion best practices, we do not promise or guarantee specific #1 search engine rank positions or static cost-per-click (CPC) rates.
- Algorithm core updates, competitor activity, and industry search trend shifts may influence organic reach independently of ongoing optimization efforts.
4No Professional Legal, Financial, or Tax Advice
The content published on our blog, insights pages, and consultation frameworks does not constitute legal, tax, accounting, or professional financial counsel.
Before adopting enterprise digital systems, cloud hosting migrations, or marketing investments, you should consult with qualified legal, financial, and regulatory advisors to ensure compliance with laws specific to your jurisdiction and industry.
5External Links & Third-Party Services
Our platform may contain hyperlinks to third-party web portals, software providers, or external reference resources. These links are supplied solely for visitor convenience. Punpun LLP does not endorse, control, verify, or assume responsibility for the content, security, uptime, or privacy standards of external platforms.
6Client Agreement Primacy & Platform Uptime
Any contractual warranties, service level agreements (SLAs), delivery milestones, or financial liabilities applicable to an active commercial client are governed exclusively by a dedicated, signed Statement of Work (SOW) or Master Services Agreement (MSA).
Nothing on this website expands or creates liability bounds beyond those documented in your formal client contract. While we apply reasonable standards to maintain platform uptime, we do not warrant that punpun.in will operate completely error-free or uninterrupted at all times.
Questions Regarding Disclaimers
For specific legal clarifications or questions regarding our operational disclaimers, please contact us directly: