Close your quote gap

Indico is the AI-powered underwriting automation platform that helps commercial insurers close the quote gap by accelerating quoting and focusing underwriters on the right risks.

From research breakthrough
to real-world impact

Indico was founded on the belief that the most valuable data in the enterprise is often the hardest to use.

While legacy automation tools focused on simple forms and fields, our founders focused on unstructured content — the contracts, claims, reports, and submissions that power real business decisions.

We built Indico to change that. What started as a research breakthrough in machine learning is now a purpose-built AI platform used by global insurers to automate submission preparation, appetite screening, and underwriting workflows—helping teams respond faster to brokers and focus on the risks they want to write.

User icon
2015

Indico co-founder Alec Radford publishes seminal Generative AI paper on DC-GANs

Chat gpt icon
2017

Indico becomes first to market with GPT-based Custom Model capability.

Gartner logo
2018

Indico launches The Unstructured Data Platform v1 and is immediately recognized as Cool Vendor by Gartner

Indico logo
2019

Indico launches first multimodal large language model deployable inside the enterprise firewall

Chat logo
2022

Indico delivers record 2022 processing over 10 billion intake transactions

Indico Data logo
2022

Indico launches industry’s first Intelligent Intake Solution

Indico icon
2023

Indico partners with MSFT to deploy GPT powered solutions to Insurance carriers

Indico icon
2024

Indico Launches the industry’s first Underwriting Triage Solution – purpose built for insurance

Indico icon
2025

Indico surpasses support of over $50B in GWP

Indico icon
NOW

Indico evolves its purpose-built AI platform to help commercial insurers close the quote gap with automated submission preparation, appetite screening, and underwriting workflows.

Built to close the quote gap

Our Mission

To help commercial insurers quote faster and focus on the right risks.

Underwriting slows down long before a quote is produced. Submissions arrive incomplete, inconsistent, and unstructured, forcing teams to manually gather information, validate data, assess eligibility, and move work between systems.

Indico exists to automate that work.

We help insurers ingest and structure submissions, enrich and validate information, screen and prioritize risks against carrier-defined appetite and underwriting guidelines, and connect prepared information to downstream rating and quoting workflows.

By automating the work that surrounds underwriting decisions, we help carriers respond faster to brokers, give underwriters more time to exercise judgment, and pursue more of the business they want.

VISION

We envision a future where underwriting teams can evaluate more of the business that fits their appetite and respond to brokers faster.

In that future, work does not stall in inboxes, break across systems, or depend on manual reconstruction before it can move forward.

Submissions move through preparation, validation, appetite screening, review, and downstream rating and quoting workflows with consistency, visibility, and control.

We believe competitive advantage in commercial insurance will belong to carriers that can put underwriter judgment where it matters most.

By automating the work that surrounds underwriting decisions, insurers can respond faster, quote more of the right business, and grow a profitable book without adding headcount at the same pace.

That is the future Indico is built to enable: faster quoting and underwriters focused on the right risks.

Team collaboration - Our Vision

Leadership

Executive team and senior leadership

Tom Wilde - Team Member Photo

Tom Wilde

CEO

Madison May - Team Member Photo

Madison May

Founder & CTO

Diana Yuan - Team Member Photo

Diana Yuan

SVP, People & Operations, Co-founder

Don Zereski - Team Member Photo

Don Zereski

SVP Engineering & CISO

A man with short, dark hair and glasses, wearing a suit and tie, smiles at the camera. The background appears to be an office setting with blurred windows and buildings.

Salman Khan

SVP, Delivery

Chris Wann - Team Member Photo

Chris Wann

VP, Platform Operations

Olivia Head Shot

Olivia Ayuso

SVP Finance

John Andel

John Andel

SVP of Product & Solutions

Board

Tom Wilde - Team Member Photo

Tom Wilde

CEO

Graham Brooks - Team Member Photo

Graham Brooks

Christopher Zock - Team Member Photo

Christopher Zock

Mike Gustafson - Team Member Photo

Mike Gustafson

Sean Dowling - Team Member Photo

Sean Dowling

Phil Edmunson

Phil Edmunson

Pete Carroll

Pete Carroll

Advisors

Venkat Varadachary - Team Member Photo

Venkat Varadachary

Former Chief Data & Analytics Officer for American Express

A black and white headshot of a person wearing a suit and tie against a plain background.

Bill Devine

Industry Advisor and former SVP, Travelers

A bald man in a blue suit and white shirt smiles at the camera against a neutral indoor background.

Jim Korcykoski

Former Chief Technology Officer at Nationwide

Man in a dark blazer and striped shirt smiling indoors with a plant in the background.

Bill Costa

Former Underwriting and Data Analytics Executive at GEICO.

A man in a suit and tie with short gray hair, posing against a blurred light background.

John Repko

Former Chief Information Officer at AIG

A person with short blond hair wearing a maroon turtleneck and jacket smiles against a white background.

Tami Pantzke

Former SVP of Operations at Gallagher Re

A man wearing a dark suit, white shirt, and red tie is posed against a plain dark background.

Rick Russell

Former Vice President of Underwriting at CHUBB

A person with shoulder-length brown hair wearing a dark blazer and white shirt, posed against a solid blue background.

Parul Kaul-Green

Former Chief Digital Strategy Officer at Liberty Specialty Markets

A smiling man with gray hair, wearing glasses and a blue suit, poses for a photo against a blurred green background.

Thierry Daucourt

Global Business Community Commercial Lines P&C at AXA

Michael Hayes - Team Member Photo

Michael Hayes

senior executive leading high-growth technology organizations

Alec Radford - Team Member Photo

Alec Radford

Co-founder and Advisor

Investors

RESOURCE CENTER

Real stories. Real insights.
The Unstructured Unlocked Podcast.

Real conversations with insurance leaders re-thinking how insurance work gets done.

EPISODE 85 | FEB 26, 2026

Andrew Holdway of Swiss Re on the operational impact of fixing insurance intake

In this episode of Unstructured Unlocked, Tom Wilde and Parul Kaul-Green are joined by Andrew Holdway, Head of Partnerships at Swiss Re Risk Data Solutions, to explore why insurers still struggle to use data consistently across underwriting and portfolio management.

Listen now

In this episode of Unstructured Unlocked, Tom Wilde and Parul Kaul-Green are joined by Andrew Holdway, Head of Partnerships at Swiss Re Risk Data Solutions, to explore why insurers still struggle to use data consistently across underwriting and portfolio management.

Listen now
EPISODE 84

Why insurance tech implementations fail, and how to get them right with Tami Pantzke

In this replay episode of Unstructured Unlocked, we revisit a practical, operations-first conversation with Tami Pantzke, a reinsurance executive with more than 30 years of experience guiding technology change inside large insurance organizations.

Listen now

In this replay episode of Unstructured Unlocked, we revisit a practical, operations-first conversation with Tami Pantzke, a reinsurance executive with more than 30 years of experience guiding technology change inside large insurance organizations.

Listen now