ISO 27001 CERTIFIED · VALIDATED CLOUD · 21 CFR PART 11 · GAMP 5
AI

Validate GenAI & AI Agents

Test AI agents, GenAI and LLMs against a curated suite, then get a credibility assessment and an executed IQ/OQ report you can put in front of QA.

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Curated testing and credibility assessments for AI.

You can't put an AI agent into a regulated process without evidence that it works. AIValidator produces that evidence: curated tests, a credibility assessment and a formatted IQ/OQ protocol report. No AI expertise is required. AIValidator is the industry's first 21 CFR 11 compliant AI lifecycle, validation and data migration suite, built on 30 years of CIMCON validation experience.

Benefits

  • One curated test suite for AI agents, GenAI, LLMs and models.
  • Credibility assessments and executed IQ/OQs generated automatically.
  • Aligned with the NIST AI Risk Management Framework.
  • Every AI agent inventoried, with third-party risks scanned.
  • Available as Validation as a Service: CIMCON generates the documents and validation costs fall by up to 60–80%.

Features

The Evidence You Get

From test results to a finished protocol.

  • Credibility assessment: Generate it automatically from test results.
  • IQ/OQ report: Export results to a fully formatted protocol report.
  • Interpretability: Identify the input features that most influence predictions.
  • Validity and reliability: Evaluate how trustworthy and robust a model is.

What We Test

A curated suite for AI agents, GenAI, LLMs and models.

  • Prompts: Probe models with adversarial prompts.
  • Hallucination: Measure the hallucination rate of LLMs trained on a specific dataset.
  • Drift: Test for data drift.
  • Fairness: Test for bias against groups defined by sensitive attributes such as race, gender or age.

GenAI and LLM Risk

Understand what an LLM says and where it comes from.

  • Source attribution: See which structured or unstructured data sources an LLM draws on.
  • LLM risk assessment: Find vulnerabilities in LLM-generated responses.
  • Ground truth: Check LLM answers against ground truth.
  • Model-agnostic: Run the same tests across different models.

Inventory and Services

Know every AI agent you are validating.

  • Inventory: Keep an inventory of all AI agents and use cases.
  • Discovery: Scan for third-party risks, vulnerabilities and code-quality issues.
  • Change control: Keep audit trails for all records and AI agent outputs.
  • Services: Get custom LLM and AI model validation, or Validation as a Service.
Why CIMCON’s AIValidator® Module?

The use of spreadsheets, models, Access databases, Python, R, SQL, SAS scripts, RPA scripts, and other File tools continues to proliferate rapidly. File errors can lead to business losses, regulatory penalties and reputational damages that can run into hundreds of millions of dollars. File Insight Discovery scans your network to automatically create an inventory of high-risk files, identify errors, and generate an enterprise data lineage map.

Quickly gain high-level insight into your files with a fast scan

EUCI Discovery scans networks drives, user drives, and document management systems (SharePoint, Documentum, Box, Office 365, etc.) to give you reports on your file types, age, and size.

Identify errors & PII/PCI in files with automated risk assessment

EUCI Discovery further scans your files for complexity, and whether or not they contain any errors or sensitive information. It can also integrate with data classification applications to report on files that have or have not been tagged.

Gain visual insight into enterprise data flows & lineage

Links between files are common but these links are a risk to your business, if they are broken, stale, point to the wrong location, and need updates. EUCI Discovery scans for all links (upstream & downstream) and provides a visualization of linked files. Reports can also identify files with links that will break if migrated to cloud storage.

File Disposition Service (Add-On Feature)

After scanning your files, you may want to disposition them as well to get rid of millions , or even billions of files that are outdated and do not require active storage or management. Unneeded files continue to consume valuable I.T. infrastructure, effort and costs in storage, virus protection, backups and performance. EUC Insight offers an optional File Disposition service that performs automated dispositioning of files based on a rule-based engine/policies that you can define. For more information, click here.

Link Fixer Service (Add-On Feature)

When moving files to the Cloud, links to other files and data sources can often break thus invalidating the file outputs. EUC Insight offers an optional Link Fixer Service that can automatically detect these links, and then fix them either before or after migration. For more information, click here.

Features
Fast Scan
  • Scan millions of files per hour for a high-level overview of your file landscape.
Analysis
  • Identify files with errors, broken links, and hidden information.
Automated Risk Assessment
  • Configurable risk algorithm based on complexity, materiality and other attributes.
Policy Compliance
  • Make policy compliance easier with user-defined fields and a built-in criticality assessment form.
Enterprise Lineage Map
  • FileLink™ technology visually displays how files are linked to each other & to enterprise databases.
GDPR & PII
  • Detect credit card or social security numbers and other sensitive information (PCI,PII,PHI).
Content Migration
  • Before Moving Excel Files to cloud storage, scan them to identify the links that will break and cause errors.
VBA/Macro Search
  • Find hard coded passwords and other sensitive keywords in VBA code and macros.

AI Risk Management Framework

Explore the realm of Artificial Intelligence (AI) with our AI Risk Management Policy. This concise guide covers the spectrum of AI models, including supervised, unsupervised, and deep learning, and emphasizes making AI trustworthy based on the NIST AI Risk Management Framework.

Learn to assess and manage AI Risk, cultivate a culture of risk awareness, and utilize periodic testing with tools like ours. This policy is your essential toolkit for responsible and effective AI utilization in your organization.

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