Enterprise-Grade AI for Insurance
Smarter Insurance Ops
with AI Agents
Smarter Insurance Ops
with AI Agents
Build and deploy AI agents that automate claims processing with PDF extraction, streamline KYC verification, and enhance policy administration.



Platform
An End-to-End Interface to Deploy AI Agents
Extract data from PDFs and retreive knowledge from official sources to accelerate claims processing, FNOL, and compliance.
Platform
An End-to-End Interface to Deploy AI Agents
Extract data from PDFs and retreive knowledge from official sources to accelerate claims processing, FNOL, and compliance.
Platform
An End-to-End Interface to Deploy AI Agents
Extract data from PDFs and retreive knowledge from official sources to accelerate claims processing, FNOL, and compliance.
FNOL Intake & Triage
Streamline FNOL Intake
Underwriting Submission Assistant
From submission to summary
Policy Q&A & Coverage Validation
Answer policy questions instantly
Call QA & Compliance Audit
Automate call QA

LLM
Anthropic
OCR & Field Extraction
PROMPT
Read documents, redact PII, and capture claimant details, policy number, date of loss, and damage description.
Claude Sonnet 4.5
382 Tokens
1.8 sec
LLM
Anthropic
Coverage Validation & Scoring
PROMPT
Retrieve matching policy, verify coverage, and score priority based on severity.
Claude Sonnet 4.5
542 Tokens
5.3 sec
Input
FNOL Documents
Securely upload and organize loss notices and reports for automated processing.

Claim FNOL Input
Collect user claim details
2.4 sec
Output
Response
Create claim in core system Jira with acknowledgment email and checklist of missing information.
ANSWER
Hi there! So sorry to hear about your…
2.8 sec
Workflow
FNOL Intake and Triage
Captures FNOL details, extracts structured fields,
scores severity, and routes to the right queue
with next steps.
FNOL Upload
Choose or drag and drop here
Maximum file size of 20Mb
Upload File
Submit
Analysis
Download
Interface
FNOL Intake & Triage
Streamline FNOL Intake
Underwriting Submission Assistant
Submission to summary
Policy Q&A & Coverage Validation
Answer policy questions instantly
Call QA & Compliance Audit
Automate call QA

LLM
Anthropic
OCR & Field Extraction
PROMPT
Read documents, redact PII, and capture claimant details, policy number, date of loss, and damage description.
Claude Sonnet 4.5
382 Tokens
1.8 sec
LLM
Anthropic
Coverage Validation & Scoring
PROMPT
Retrieve matching policy, verify coverage, and score priority based on severity.
Claude Sonnet 4.5
542 Tokens
5.3 sec
Input
FNOL Documents
Securely upload and organize loss notices and reports for automated processing.

Claim FNOL Input
Collect user claim details
2.4 sec
Output
Response
Create claim in core system Jira with acknowledgment email and checklist of missing information.
ANSWER
Hi there! So sorry to hear about your…
2.8 sec
Workflow
FNOL Intake and Triage
Captures FNOL details, extracts structured fields,
scores severity, and routes to the right queue
with next steps.
FNOL Upload
Choose or drag and drop here
Maximum file size of 20Mb
Upload File
Submit
Analysis
Download
Interface
FNOL Intake & Triage
Streamline FNOL Intake
Underwriting Submission Assistant
Submission to summary
Policy Q&A & Coverage Validation
Answer policy questions instantly
Call QA & Compliance Audit
Automate call QA

LLM
Anthropic
OCR & Field Extraction
PROMPT
Read documents, redact PII, and capture claimant details, policy number, date of loss, and damage description.
Claude Sonnet 4.5
382 Tokens
1.8 sec
LLM
Anthropic
Coverage Validation & Scoring
PROMPT
Retrieve matching policy, verify coverage, and score priority based on severity.
Claude Sonnet 4.5
542 Tokens
5.3 sec
Input
FNOL Documents
Securely upload and organize loss notices and reports for automated processing.

Claim FNOL Input
Collect user claim details
2.4 sec
Output
Response
Create claim in core system Jira with acknowledgment email and checklist of missing information.
ANSWER
Hi there! So sorry to hear about your…
2.8 sec
Workflow
FNOL Intake and Triage
Captures FNOL details, extracts structured fields,
scores severity, and routes to the right queue
with next steps.
FNOL Upload
Choose or drag and drop here
Maximum file size of 20Mb
Upload File
Submit
Analysis
Download
Interface
Automate Compliance, Accelerate Underwriting
From Unstructured Insurance
Documents to Clear Insights
Navigating dense insurance documentation packed with intricate policy language, evolving regulatory clauses, and nested data is slow, error-prone, and costly. StackAI intelligently transforms unstructured documents into clear, structured insights, allowing insurers to automate regulatory compliance, streamline risk assessments, and make precise underwriting decisions.
Navigating dense insurance documentation packed with intricate policy language, evolving regulatory clauses, and nested data is slow, error-prone, and costly. StackAI intelligently transforms unstructured documents into clear, structured insights, allowing insurers to automate regulatory compliance, streamline risk assessments, and make precise underwriting decisions.
Use Cases Collection
10+ Use Cases Transforming Insurance
Explore 10+ real-world AI agent use cases designed for busy underwriting, claims, and compliance teams who want faster processing, fewer errors, and stronger policyholder trust.
Use Cases Collection
10+ Use Cases Transforming Insurance
Explore 10+ real-world AI agent use cases designed for busy underwriting, claims, and compliance teams who want faster processing, fewer errors, and stronger policyholder trust.
Use Cases Collection
10+ Use Cases Transforming Insurance
Explore 10+ real-world AI agent use cases designed for busy underwriting, claims, and compliance teams who want faster processing, fewer errors, and stronger policyholder trust.



Security
Scale Securely
Scale Securely
Data Retention Policies
Data Retention Policies
Data Retention Policies
Vulnerability & Threat Tracking
Vulnerability & Threat Tracking
Vulnerability & Threat Tracking
No Training on your Data
No Training on your Data
No Training on your Data



GDPR



SOC



HIPAA
Case Studies
Trusted by Leading Health Insurers
From accelerating claims intake to ensuring flawless regulatory compliance, national and regional carriers rely on StackAI to boost operational efficiency and elevate member experience. Explore how a Fortune 100 health insurer reinvented its claims-audit workflow with autonomous AI agents.
Case Studies
Trusted by Leading Health Insurers
From accelerating claims intake to ensuring flawless regulatory compliance, national and regional carriers rely on StackAI to boost operational efficiency and elevate member experience. Explore how a Fortune 100 health insurer reinvented its claims-audit workflow with autonomous AI agents.
Case Studies
Trusted by Leading Health Insurers
From accelerating claims intake to ensuring flawless regulatory compliance, national and regional carriers rely on StackAI to boost operational efficiency and elevate member experience. Explore how a Fortune 100 health insurer reinvented its claims-audit workflow with autonomous AI agents.
Solution
A U.S. health insurer used StackAI to automate QA for thousands of claims across its operations. Manual audits were replaced with AI-driven analysis, improving accuracy, ensuring compliance, and reducing processing costs.
Workflows used
Call transcription automation
AI-driven call scoring & evaluation
Real-time compliance monitoring
Manual Workflows are Holding Insurers Back
Manual Workflows are Holding Insurers Back
AI Agents Accelerate Processes
AI Agents Accelerate Processes
Extract insights from PDFs, Emails, and more in seconds
Generate audit-ready claim summaries instantly
Standardize HIPAA, CMS, and State compliance checks
Free underwriters for high-value risk assessments



FAQ
Frequently Asked Questions
About AI Agents and the Enterprise AI Platform
FAQ
Frequently Asked Questions
About AI Agents and the Enterprise AI Platform
FAQ
Frequently Asked Questions
About AI Agents and the Enterprise AI Platform
How can StackAI help insurers automate claims processing?
Is StackAI compliant with insurance industry regulations like HIPAA and GDPR?
What types of insurance documents can StackAI process?
How secure is insurance data managed by StackAI?
Can StackAI integrate with our existing insurance management systems?
How can StackAI help insurers automate claims processing?
Is StackAI compliant with insurance industry regulations like HIPAA and GDPR?
What types of insurance documents can StackAI process?
How secure is insurance data managed by StackAI?
Can StackAI integrate with our existing insurance management systems?
How can StackAI help insurers automate claims processing?
Is StackAI compliant with insurance industry regulations like HIPAA and GDPR?
What types of insurance documents can StackAI process?
How secure is insurance data managed by StackAI?
Can StackAI integrate with our existing insurance management systems?
Get started
Let's Build AI Agents for Insurance, Together
Book a demo to see how AI agents can help insurance firms process unstructured documents and perform complex analysis faster and more accurately.
Get started
Let's Build AI Agents for Insurance, Together
Book a demo to see how AI agents can help insurance firms process unstructured documents and perform complex analysis faster and more accurately.
Get started
Let's Build AI Agents for Insurance, Together
Book a demo to see how AI agents can help insurance firms process unstructured documents and perform complex analysis faster and more accurately.



Insurance Templates
Ready-to-Use Templates
Insurance Templates
Ready-to-Use Templates
Insurance Templates
Ready-to-Use Templates



How to build an Underwriting Submission Assistant
This agent streamlines the device insurance underwriting workflow by guiding the customer (or agent) through structured data collection/



How to build a FNOL Report Intake and Triage Agent
This workflow streamlines the First Notice of Loss (FNOL) process by capturing report details, extracting key information, triaging based on urgency, and presenting a clear summary with suggested next steps.



How to build a Form Processing Agent
An AI-powered workflow that converts handwritten insurance claim forms into structured, validated, and adjuster-ready digital documents.



©2025 StackAI. All rights reserved
Made by PhDs at



©2025 StackAI. All rights reserved
Made by PhDs at



©2025 StackAI. All rights reserved
Made by PhDs at