Explore Operational AI for Insurers
Automate ingestion & underwriting.
From underwriting submissions to claims review, GTCX agents transform documents into structured operational data.
See it on your own data
Shaping the
future
of how Insurance works.
From scattered inbox
to structured results.
We create customer impact along the whole Insurance value chain.
6×
faster claims triage
99%
submission data extraction accuracy
75%
less underwriting admin
11 days
demo call > pilot
AI that understands insurance - built by experts.
From underwriting submissions to claims review, GTCX agents transform documents into structured operational data.
GTCX Network is not a PAS, a claims system, or a single-workflow tool. It's a horizontal intelligence layer that can automate any knowledge-intensive task across your entire operation; underwriting, claims, compliance, reinsurance, back office and beyond.
John Somerset Irving
GTCX
Our experts perspectives shared.
Why SOVs are still a nightmare for insurers?
What GTCX changes in an insurer's day to day work
How GTCX handles messy, multi-line insurance documents
Why AI in insurance is moving slower than promised?
The best first AI use case for insurers (that actually works)
How GTCX fits into the legacy insurance stack
GTCX Network for Insurance
The agentic workflow layer for modern insurance teams.
Arrive
Classify
Extract
Check
Populate
Decide
Specialty Property · Meridian Logistics Ltd.
MARKET REFORM CONTRACT
UMR · B1234LMN2025 · Ref GX-7714/A
RISK DETAILS
Name insured
Meridian Logistics Ltd. (incorporated in England & Wales)
1
Period of Insurance
01 July 2025 to 30 June 2026, both days inclusive, local standard time at the address of the Insured
2
Territorial Limits
Worldwide excluding sanctioned territories per LMA3100
3
Interest
Marine cargo including storage in own and third-party warehouses
4
Name insured
Meridian Logistics Ltd. (incorporated in England & Wales)
5
CONTRACT DETAILS
Sum Insured
USD 142,000,000 any one location & any one conveyance
Deductible
USD 250,000 each and every loss
Premium
USD 312,400 annual, payable in four equal instalments
Wording
Institute Cargo Clauses (A) CL382 with extensions as per schedule
Extracted fields
5 of 5
1
Named insured
Meridian Logistics Ltd.
MRC
Risk Details · p.1
2
Period
01 Jul 2025 → 30 Jun 2026
MRC
Risk Details · p.1
3
Territorial limits
Worldwide excl. sanctions
MRC
Risk Details · p.1
4
Interest
Marine cargo + WH storage
MRC
Risk Details · p.1
5
Sum insured
USD 142M any location / conv.
MRC
Risk Details · p.1
Evidence Packet Review Agent
AI Operational counterparty research Agent
AI Tear Sheet Generation Agent
AI agent for Zoning Consultants
AI agent for Treasury Management Sales Officers
AI agent for Vendor Risk Managers
AI agent for Transfer Surfaces Specialists
AI agent for Surety Bond Processors
AI agent for Structured Finance Analysts
AI agent for Revenue Recognition Accountants
AI agent for corridor operations teams
AI agent for corridor verification desks
AI agent for Public Finance Bankers
AI agent for Prime Brokerage Relationship Managers
AI agent for Portfolio Monitoring Analysts
AI agent for Pension Liability Analysts
AI agent for Investor Relations Officers
AI Zoning Code Analysis Agent
AI Vendor Risk Assessment Agent
AI Portfolio Monitoring Agent
AI Broker Opinion of Value Agent
AI Marketing Material Compliance Agent
AI Intellectual Property Valuation Agent
AI agent for Trade Finance Officers
AI agent for Tenant Credit Analysts
AI agent for Title Examiners
AI agent for Trade Credit Insurers
AI agent for Reserving Actuaries
AI agent for Property Tax Consultants
AI agent for Political Risk Underwriters
Focus your team on what matters
Operational bottlenecks slow down your underwriting and claims. AI extracts and connects information across policies, claims, submissions, and workflows, helping your team process higher volumes while focusing on complex decisions.
Underwriting submissions
Claims files & correspondence
Broker emails & ACORD forms
Exposure & catastrophe data
Risk engineering reports
Reinsurance contracts
Surfaces & actuarial models
Make every document part of one intelligence layer
Connect files, data points, sources, and workflows so your team can trace every output back to the underlying evidence.
Surfaces
Sanctions
Transcripts
Claims
Billings
PAS
Enterprise-grade security
Connect GTCX to your tech stack
Produce market-standard forms, bordereaux, and reporting outputs for integration into systems or marketplaces.
Download as PDF
Download as PPTX
Save on Drive
Save on SharePoint
Supporting
Generate actionable insights from any workflow
Create underwriting and claims reports, dashboards, presentations, memos, and documents directly from your data, fully editable and ready to share.
Pick a line and See what GTCX reads.
Every line has its own quirks. GTCX Network ships with playbooks for the major specialty lines — pre-trained on your industry's documents, taxonomies and field structures.
Property
Marine Cargo
Cyber
D&O
Aviation
Submissions
Live
ML
Meridian Logistics Ltd.
14 sites · USD
Renewal · 2025
Documents read
Risk_Eng_Report_Chicago_DC.pdf
PPTX
Account_Summary.pptx
XLSX
SOV_Meridian_Logistics.xlsx
DOCX
Renewal_Application_Meridian.docx
ZIP
Loss_Runs_Supporting_Docs.zip
Total Fields
187 extracted
Specialty Property
V4.2 Playbook
Ready
TIV
$128.4M
5 locations
TIV
$76.3M
3 locations
TIV
$54.7M
2 locations
TIV
$38.9M
4 locationsons
Wind/Hail Deductible
$750K e.&e.i.
Named Storm Deductible
2% TIV (min $500K)
Flood Deductible
$1M e.&e.i.
EQ Deductible
5% TIV (min $1M)
All Other Perils
$250K e.&e.i.
Business Interruption
72-hr waiting period
Specialty Property playbook
Extracts structured data from SOVs, COPE assessments, CAT zone schedules, and builder's risk submissions.
GTCX helps insurance teams process more submissions
GTCX Network helps you process more submissions, analyze more risk, and move from raw insurance documents to decision-ready outputs in a fraction of the time.
Persistent State
Memory that updates as policies, claims, exposures, documents, and assumptions change.
Long-Horizon Reasoning
Agents that preserve context across multi-step insurance workflows.
Outcome Grounding
Execution checked against the intended underwriting, claims, or compliance outcome — not just a successful tool call.
Result in
280K
Insurance documents analyzed per day
6 years
Deployed in regulated enterprise workflows
15K
Insurance agents live on GTCX
The Future of Insurance Work
Insurance runs on judgment, trust, and speed. AI should not replace that judgment; it should remove the manual work that slows it down.
4:55
Launching AI Slides
6:54
Launching AI Skills
6:02
Launching AI Agents
031:11
AI counterparty research for VC/PE
05:10
AI for Finance
04:35
AI for Insurance
From first call to commercials in 11 days.
No twelve-month transformation. No "phase 1 of 4." Our solutions team ships you a working pilot on your real documents in eleven business days, then you decide whether to commercialize. This is the actual sequence we ran with our last twelve insurance customers.
Day 1
Introductory call
30 minutes with a solutions engineer. We learn your documents, your existing systems, your bottleneck.
Day 2
POC scoping
We map a single high-value workflow — submission triage, FNOL intake, policy review — to a concrete agent.
Day 3
POC kickoff
Sample documents flow through the agent in your sandbox. Outputs are wired to your downstream system.
Day 5
POC check-in
Solutions team reviews outputs with your underwriters. Tunes prompts, fields, and citation thresholds.
Day 10
Results review
Side-by-side: GTCX outputs vs. your team's manual review. Accuracy, time, and citation rate measured.
Day 11
Commercials
Production rollout plan. Surfaces tied to throughput. SOC 2 / HIPAA pack delivered for InfoSec review.
Have questions?
What file types are supported, and are there limits?
PDF, DOCX, XLSX, CSV, JPG, and PNG are supported. Each hub can contain up to 1,000 items, with virtually unlimited memory across multiple hubs.
Can I mix files from different sources, and how do I organize them?
Yes—you can combine SharePoint, Google Drive, and local files in the same hub if they serve the same purpose. Best practice: split hubs by company, project, or function, and don’t mix unrelated files (e.g., HR with M&A).
How is this different from RAG or semantic search?
RAG stops at matched text chunks. Coverage hubs go further, extracting OCR, tables, formulas, and visuals to provide complete, cited answers.
Can agents use Coverage hubs, and what about ad-hoc queries?
Yes—agents can reference hubs dynamically (per entity) or statically (company-wide). Users can also ask one-off questions by running a Case or querying Concierge directly against a hub.
How secure are hubs, and what about organizing or moving files?
All hubs inherit GTCX Network’s enterprise-grade security and permissions. You can organize files within hubs, but drag-and-drop between hubs isn’t yet supported.
Enterprise-grade security.
Your data stays yours—always. Work with one of the few AI companies that never trains on your data.
Precision AI for Insurance Workflows
