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The Oversight Intelligence Layer
for Regulated Industries 

Palqee Prisma is the first Enterprise-grade Guardian Agent that delivers independent oversight, alignment, and protection across Autonomous AI and Human workflows.

 

It continuously monitors decisions at runtime, detecting ambiguity, nuance, misalignment, and policy violations that create reputational, financial, and regulatory exposure, while generating audit‑ready evidence that regulators and internal governance teams can trust.
 

Prisma provides full‑population clarity where traditional sampling‑based oversight cannot — ensuring workflows operate safely, consistently, and in alignment with institutional standards.

Palqee Prisma

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PRISMA GENERATES EVIDENCE FOR INSTITUTIONS REGULATED BY

FDIC
FRB
CFPB
SEC
OCC
Treasury

We deliver fast attributable ROI

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Customer Complaints

Large US bank

Risk Detection in Customer Calls and Chats

Increased conduct‑risk detection precision by 60%;
Estimated $12.2M in immediate financial impact

Reduced call time and FTE costs, increased performance managers efficiency and first contact resolution, reduced churn, and captured missed revenue.

Financial Crimes

Tier-1 Global bank

SAR Narrative Review

Cut transaction monitoring false positives by 45%;
Reduction in investigation costs by $4.5M annually

Applied high‑precision alert QA to identify low‑quality alerts and streamline escalation decisions.

Disputes and Conduct Risk

Credit Card Issuer

QA of Human Agent Interactions

Increased QA coverage from 3% to 100%;
Estimated $2.4M savings in conduct‑related rework

Analyzed all customer interactions to detect conduct risks across calls, chats, and emails.

Credit Risk

US Mortage Lender

Income Verification QA

Reduced manual document handling by 65%;
Reducing $2.1M in document review and reprocessing cost

Automated income verification QA with consistent rule application and instant exception detection.

Underwriting Operations

Large US Insurer

Exception Handling

Reduced exception handling time by 4x;
Estimated savings $3.7M annually

Delivered automated decision QA to validate underwriting outcomes and highlight inconsistencies in real time.

Customer Risk

Community Bank

KYC/KYB Onboarding Reviews

Reduced manual review effort by 70%;
$1.2M reduction in manual review costs

Automated end‑to‑end onboarding reviews with full‑population coverage and precise exception surfacing.

Learn how Prisma's high-precision instrumentation is advancing Regulated Industries.

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 Runtime

Palqee Prisma Dashboard Sample

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 Validations for Every Risk

Prisma supports metrics that matter most in regulated industries – from reputational, to strategic and regulatory policies. Define and extend metrics based on your own rules and thresholds. 

Palqee Prisma Dashboard Sample 2

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. 

TRUSTED BY INDUSTRY LEADERS AND POLICYMAKERS

OECD, Palqee
Center for Data Ethics, Palqee
Porto Seguro, Palqee
Accenture, Palqee
FinTech Innovation Lab, Palqee
KPMG, Palqee
Fulton Bank, Palqee
Barclays, Palqee
UBS, Palqee
Osprey, Palqee
PowerBI
Teams
Tableau
Slack
Looker
Sisense
Google Chat
OpenAI
Claude
LLaMa

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

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

How Prisma Works

Prisma Setup

Flexible Deployment

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

Palqee Prisma Stack

Structured Outputs

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. 

Palqee Prisma

Simple Integration

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. 

Palqee Prisma Integrations

Built-In Human Feedback Loop

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

KPMG

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."    

Leandro Antônio, KPMG Partner for Cyber Security & Privacy 

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

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SOC2, Palqee

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