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High-precision
AI Instrumentation

for Regulated Industries

Palqee Prisma automates performance reviews across AI outputs and manual processes – with high-precision evaluations you can trust, integrate, and scale. From hallucination to policy violations, Prisma delivers clarity where it matters most. 

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TRUSTED BY INDUSTRY LEADERS AND POLICYMAKERS

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Built for scalability

Cut Review Costs by up to 80%

Replace inefficient manual reviews with automated evaluations tailored to your AI systems or human-in-the-loop workflows. Prisma identifies key issues fast – from AI hallucinations to failed policy steps – without compromising on accuracy.

Fastest time-to-reponse in the market

Achieve 100% Coverage at Scale

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Gain instant visibility into the performance metrics that matter to you. Receive timely alerts and notifications, and take immediate action to mitigate any risks.

Put an end to sampling. Evaluate every output, every interaction. Prisma ensures full review coverage across use cases, surfacing outliers and risky patterns early – with structured outputs that plug directly into your analytics stack.

Stay up to date with regulatory requirements

Custom Evaluation for Every Risk

Prisma supports metrics that matter most in regulated industries – like hallucination, discrimination, correctness, and policy adherence (pass/fail). Define and extend metrics based on your own rules and thresholds. 

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Turn anything into an observable attribute and monitor its influence on outputs over time. Choose Palqee prisma to identify attributes relevant to your use case or set them yourself. 

How Regulated Industries Use Prisma

AI Systems Precise Evaluation

Monitor production models with precision. Prisma evaluates AI interactions for correctness, hallucinations, and bias — detecting performance issues early, and adapting to your rules and preferences over time.

Best for
AI/ML teams, Model Risk Officers, Responsible AI Leads

Benefits
• Detect drift and explain failures
• Ensure outputs align with policy and intent
• Reduce model QA costs and oversight gaps

Automated QA for Regulated Processes

Automate evaluations of manual workflows — like customer support calls or content compliance checks — against company policy. Prisma delivers consistent, scalable reviews with pass/fail outcomes and learning over time.

Best for
Risk Managers, QA Leaders, In-House Auditors 

Benefits
• Replace sampling with 100% call/document review
• Identify violations, risky behaviors, or training needs
• Save analyst time, improve audit readiness

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The power of our evaluations, integrated with your existing infrastructure.

Palqee Prisma is an SDK that integrates with your existing infrastructure to evaluate and monitor mission-critical AI system and process performance — without requiring deep architectural changes.

How Prisma Works

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Flexible Deployment​

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Deploy on-premises or in your Virtual Private Cloud. Process real-time traces for live monitoring or analyze stored logs for comprehensive batch evaluations. 

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Structured Outputs​

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All evaluations are returned in structured formats (JSON, CSV) that integrate seamlessly with your existing analytics stack – whether that’s Power BI, Tableu, or your current observability and monitoring tools. 

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Simple Integration​

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Connect via SDK or REST API calls. Evaluation logic runs securely within a protected environment while your sensitive data remains entirely within your infrastructure boundaries. 

Built-In Human Feedback Loop​​

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Prisma automatically identifies edge cases and ambiguous results, routing them to human reviewers. It incorporates this feedback to continuously improve evaluation accuracy and reduce false positives over time. 

Implementing trustworthy AI requires knowledge from a wide range of backgrounds.
Join our
AI Governance, Trustworthiness & Ethics community and help shape the future of AI.

Working With Palqee

Prisma monitors in-efficiencies in KPMG RAG system

“It is consistency that ensures AI decisions are reliable and dependable over time, stabilizing the various strategic applications within the company. At KPMG, we are fortunate to have Palqee Prisma supporting us in our own and our clients' journeys to Trusted AI deployments."    

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Leandro Antônio, KPMG Partner for Cyber Security & Privacy 

​Want to cut review costs and increase trust in every decision?​

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