Partnering with a leading travel platform, we transformed how AI selects resort imagery. Through expert human annotation—focused on image quality, subject matter, and aesthetic value—we ensured the AI prioritized visuals that authentically showcased accommodations, amenities, and atmosphere. The result? Sharper content discovery, higher user engagement, and increased click-through rates throughout the search and booking journey.
Our teams are built for precision. From expert data labeling to contextual interpretation and structured feedback, we feed directly into your model improvement pipelines. Whether you're tackling harmful content detection, reducing decision-making bias, or simply optimizing relevance and reliability, we provide human intelligence at every stage of your model’s lifecycle.. The result? Smarter, safer, and more adaptive AI—driving trust, minimizing errors, and keeping your systems future-ready.
A Fortune 500 software company partners with WebPurify analysts on its GenAI models. We carefully review their image training datasets to help avoid potential intellectual property and compliance issues. For instance, our analysts make sure that images with specific logos are rejected so the AI is less likely to use them when generating synthetic media in the future.
Our experts play a central role in this process, verifying that AI-generated content aligns with your brand voice and adheres to legal, ethical, and platform specific guidelines. We assess content for accuracy, quality, and tone, while also flagging violations related to intellectual property, misinformation and harmful material. The result: safer, smarter and more responsible AI.
A leading stock content platform empowers creators to use generative AI—but with commercial freedom comes compliance risk. To protect its brand and ensure portfolio integrity, the company relies on our experts to review AI-generated images before they go live. Our analysts enforce strict content guidelines, rejecting submissions that infringe on intellectual property, promote harmful material, or fall short of quality standards. Every approved asset is vetted for safety, originality, and brand fit. The result? A scalable GenAI pipeline that stays compliant, protects the platform’s reputation, and delivers content buyers can trust.
By emulating the tactics of malicious users—from prompt manipulation to content evasion—we expose hidden weaknesses in your models and surface patterns of potential exploitation. Our experts assess how your AI systems respond under pressure, identifying where guardrails may fail, outputs may become unsafe, or policies may be circumvented. This is proactive AI security. By identifying weak points early, we give your teams the intelligence needed to reinforce safeguards, tighten alignment, and reduce risk—before the threats become real.
A leading AI company relies on our expert analyst team to safeguard its text-to-image generation pipeline. Our experts serve as a critical human layer, reviewing prompts in real time to detect and escalate malicious behavior before it causes harm. They identify and escalate attempts by bad actors to exploit the system or bypass policies. For example, a malicious user might start with harmless prompts that avoid AI detection, then use follow-up prompts to modify the image into something inappropriate. Our team is trained to spot these subtle escalations and intervene before the system is compromised.
