---
title: "Consumer Complaint & Cosmetovigilance AI Agent | Kolena"
url: "/agent-library/consumer-complaint-analysis/"
description: "A pre-built AI agent from Kolena that triages personal-care complaints with an adverse-event, MoCRA and EU cosmetovigilance reportability screen."
updated: 2026-08-11T20:54:34+00:00
---

# Consumer Complaint Analysis

Triage a consumer personal-care product complaint into a clean, cited record - category, product and batch, adverse-event and seriousness assessment, a MoCRA / EU cosmetovigilance reportability screen, root-cause signals, and recommended actions.

## Impact

Consistent first-pass triage of high-volume consumer product complaints - categorizing each complaint, tying it to a batch, separating an adverse reaction from an ordinary quality or sensory complaint, and screening whether it is reportable to a health authority - so a safety-relevant signal is not lost in the noise, every extracted value cited to the source record (per complaint)

## What it extracts

- **Complaint Overview** — A one-look roll-up of the complaint's spine - reference, date received, intake channel, reporter type, market of report, product category, a neutral summary, and status - so a handler can orient before working the case.
- **Product & Batch Identification** — The traceability fields a quality investigation depends on - generic product description and category, batch/lot number, manufacturing and expiry/PAO dates, product code, purchase channel, and units affected - with an explicit flag for whether a batch was captured, since a missing batch blocks investigation and recall.
- **Complaint Category** — Assigns the single standardized top-level category (adverse reaction, contamination/foreign material, quality defect, packaging defect, sensory/aesthetic, efficacy shortfall, labeling, counterfeit/tampering, or other) that routes the case and drives trending, choosing the most safety-significant when several apply.
- **Complaint Detail Breakdown** — Decomposes a multi-issue complaint into one row per distinct issue - sub-category, description, affected attribute, consumer-reported impact, and a short verbatim excerpt - so nothing is collapsed away and each issue can be trended.
- **Sensory & Aesthetic Assessment** — Characterizes each sensory or aesthetic dissatisfaction (odor/fragrance, texture, oiliness/greasiness, pilling, absorption, color, feel) against the intended profile, so R&D can tell a reformulation issue from a consumer-expectation one; excludes health reactions.
- **Efficacy & Performance Assessment** — Captures a did-not-work complaint - the benefit at issue, the reported shortfall, usage duration and compliance, and a read of whether it is a real performance issue, a usage issue, or an expectation gap beyond the product's claim.
- **Adverse Event Assessment** — The cosmetovigilance core - whether a health effect was reported and, if so, the reaction type, body site, onset/latency, duration and course, clinical severity, medical attention, outcome, and confounders needed to judge causality and seriousness.
- **Adverse Event Classification** — Classifies the case as not an adverse event, a non-serious undesirable effect, a serious undesirable effect / serious adverse event, or insufficient information - per EU Regulation (EC) 1223/2009 Art. 2 and the MoCRA / FD&C §605 serious-adverse-event criteria - erring toward serious when seriousness cannot be excluded.
- **Severity & Priority Triage** — Rolls category, adverse-event classification, and batch context into a single handling priority (critical / high / medium / low / informational), choosing the most severe level that applies so the case is worked at the right urgency.
- **Regulatory Reportability** — A first-pass safety screen - true when the case is a serious undesirable effect / serious adverse event (or seriousness cannot be excluded), because that triggers a MoCRA 15-business-day FDA report in the US or an Article 23 SUE notification to the competent authority in the EU; false for non-serious and non-adverse-event complaints.
- **Regulatory Reporting Assessment** — Explains the reportability screen - the applicable regime (US MoCRA §605, EU CPR Art. 23, other market, or none), report type, the reporting deadline as reviewer guidance, the responsible function, and the rationale tied to the seriousness criteria and any missing information.
- **Root Cause Signals** — A preliminary root-cause read that directs the investigation - the likely cause domain (formulation, manufacturing/fill, packaging, storage, supplier, counterfeit, misuse, expectation gap), whether a batch defect is implicated, the hypothesis, the evidence/retained-sample needed, and whether CAPA is warranted.
- **Trend & Frequency Signal** — Places the single complaint in the wider pattern that turns individual complaints into a quality or safety signal - per trend dimension (category rate, batch/product concentration, reaction cluster, sensory/efficacy theme, geography), what this complaint contributes, the signal to monitor, and a recommended escalation threshold.
- **Complaint Handling Summary & Recommended Actions** — The handler narrative - product and complaint, whether a health effect was reported and how it classified, severity and reportability, the root-cause read, and the recommended consumer-resolution, investigation/containment, and cosmetovigilance hand-off actions, closing with the one thing to confirm before closing the case.

## Where it fits

- **Process** — Consumer product complaint handling and cosmetovigilance
- **This step** — First-pass complaint triage and cosmetovigilance assessment - categorization, product/batch identification, adverse-event vs non-adverse-event classification, seriousness triage, a regulatory-reportability screen, root-cause signals, and trending
- **Upstream** — A consumer complaint or product-experience report arrives - through the consumer careline / call center, email or web form, a retailer or distributor, a healthcare professional, a sales representative, or a social-media / e-commerce channel - and is opened as a complaint case
- **Downstream** — Cosmetovigilance / product-safety causality assessment and, where required, an adverse-event filing (FDA MoCRA serious adverse event report / EU competent-authority SUE notification); Quality investigation - batch review, retained-sample (retain) testing, CAPA; Consumer relations resolution (replacement, refund, medical referral); Trend / signal monitoring and periodic safety review; R&D / formulation and packaging feedback

## What it needs

### Documents
- Consumer complaint record / careline case log
- Consumer correspondence (email, web-form submission, review text)
- Adverse-reaction / product-experience report
- Retailer or healthcare-professional complaint referral
- Product and batch details (label photo, batch/lot code, receipt)
- Returned-unit or photo evidence description

### Systems
- Complaint / case management system
- Consumer careline / CRM
- Cosmetovigilance / product-safety database
- Quality management system (QMS)
- Email
- Social-media / e-commerce review feeds

### Prerequisites
- The complaint record with the consumer's description of the issue and the date received
- The product identity and, wherever possible, the batch / lot number
- Any reaction detail (symptoms, onset, body site, outcome) for a cosmetovigilance case

## What it produces

A per-complaint triage record - a complaint overview, product and batch identification, a standardized category, an issue-by-issue breakdown, sensory and efficacy assessments, an adverse-event assessment and cosmetovigilance classification, a seriousness / priority triage, a regulatory-reportability flag with a reporting assessment, root-cause signals, trending signals, and a handler summary with recommended actions

### Destinations
- Complaint / case management system
- Cosmetovigilance / product-safety queue and adverse-event filing
- Quality investigation / CAPA queue
- Consumer relations resolution
- Trend / signal monitoring dashboard

## Review model

A qualified complaint handler, and for any reaction a cosmetovigilance / product-safety reviewer, confirms the category, the adverse-event and seriousness calls, and the reportability screen before a case is closed or a report is filed. Every output is a first-pass recommendation, not a regulatory filing decision or a clinical diagnosis.

## Who uses it

- Consumer Complaint Handler / Consumer Relations Specialist
- Cosmetovigilance / Product Safety Officer
- Quality Assurance / Quality Complaints Analyst
- Regulatory Affairs Specialist (Cosmetics)
- R&D Product Development Scientist

## Volume fit

- **Works best for** — consumer-care, quality, and product-safety teams triaging hundreds to thousands of product complaints a month across many products, markets, and channels, where consistent categorization and a reliable safety screen matter
- **Too small for** — a one-off review of a single complaint with no need for consistent categorization or trending

## Grounded in

- Modernization of Cosmetics Regulation Act of 2022 (MoCRA), FD&C Act Section 605 - serious adverse event reporting _(verified 2026-07-22)_
- Regulation (EC) No 1223/2009 on cosmetic products - Article 2 (definitions) and Article 23 (communication of serious undesirable effects) _(verified 2026-07-22)_
- Cosmetics Europe - Guidelines on the Management of Undesirable Effects and Reporting of Serious Undesirable Effects (cosmetovigilance) _(verified 2026-07-22)_
- ISO 22716 - Cosmetics Good Manufacturing Practices (GMP) - complaints, recalls, and batch traceability _(verified 2026-07-22)_

## Provenance

based on a production deployment at a global consumer personal-care company