Upcoming Webinar

From Automation to Agency: Indico Data Unveils the Future of Insurance with Agentic AI

Thursday, June 26 at 4PM BST/ 11AM EST / 8AM PST

DAYS
HOURS
MINUTES
SECONDS
  Everest Group IDP
             PEAK Matrix® 2022  
Indico Named as Major Contender and Star Performer in Everest Group's PEAK Matrix® for Intelligent Document Processing (IDP)
Access the Report

BLOG

You’d Be Launched by Now: Why Indico Data Beats Building In-House

June 25, 2025 | Artificial Intelligence, Data Analytics, Data Science, Digital Transformation, Insurance, Insurance Claims, Insurance Underwriting, Unstructured Unlocked

Back to Blog

About three months ago, your team may have decided to take on the challenge of developing an internal AI solution for underwriting and claims. It made sense: deep institutional knowledge, control over customization, and confidence in your internal talent. But as the testing stretches on and priorities evolve, it’s worth asking: what if you had chosen Indico Data?

Here’s what your team could already be doing today.

Live, Tested, and Delivering Results

With Indico Data, our customers are in production in weeks—not quarters. They’re already processing submissions like MRCs, loss runs, and FNOLs with explainable AI agents that deliver field-level traceability. No hallucinations. No cobbled-together toolchains. Just a proven, secure platform.

Everything in One Place

Why juggle six different tools for OCR, classification, validation, extraction, and orchestration? Indico Data delivers all of it in one cohesive environment. Your engineers would be tuning AI agents to meet business needs, not debugging brittle pipelines or reinventing core components. Your business users? They’d be validating and acting on AI-generated summaries in real-time, in production.

Built to Adapt

Three months is a long time in insurance. Business priorities shift. Stakeholders change their minds. Scopes evolve. With Indico Data, that’s not a problem. Our platform is designed to be customized and tweaked on the fly—without requiring massive rewrites or new builds.

We’ve seen it all: incomplete submissions, duplicate records, new claim subtypes. Indico Data handles edge cases with built-in human-in-the-loop (HITL) workflows, role-based access controls, and smart exception handling. We don’t get stumped because we’ve already solved these problems for others like you.

Experts in Scaling from Day One

IT teams often start with a narrow scope: one lines of business, a limited workflow. But when it’s time to scale, that initial custom build becomes a liability. Indico Data starts with repeatability and generalizability in mind, ensuring your solution works not just for today’s priorities, but tomorrow’s expansion.

We ask the right questions upfront—about downstream integrations, field types, submission variants, and user roles—because we’ve done this dozens of times before. When you’re building from scratch, you often don’t even know what questions to ask.

Your KPIs Would Already Be Climbing

With Indico Data, customers are already seeing:

  • Faster turnaround times
  • Reduced manual review
  • Increased throughput and capacity
  • Full compliance support

We’ve mastered integrations across upstream and downstream systems, and we’re constantly learning from every customer to refine what’s next.

Let’s Be Honest: Testing Is the Hard Part

Even if your team has most of the components built, testing is where most custom efforts get stuck. Different submission formats, varying data types, lookup logic, edge cases, duplicate handling, exceptions—it all needs to be validated. That’s where most timelines fall apart.

With Indico Data, you’re not starting from scratch. Our platform and implementation team bring the patterns, the mature tools, and the experience to get it right the first time.

You’re not behind; you’re learning.
And when you’re ready to accelerate, Indico Data is here with a platform that’s already delivering results.

Let’s talk about how we can help your team get there—faster, with confidence, and without compromise.

[addtoany]

Increase intake capacity. Drive top line revenue growth.

[addtoany]

Resources

Blog

Gain insights from experts in automation, data, machine learning, and digital transformation.

Unstructured Unlocked

Enterprise leaders discuss how to unlock value from unstructured data.

YouTube Channel

Check out our YouTube channel to see clips from our podcast and more.
Subscribe to our blog

Get our best content on intelligent automation sent to your inbox weekly!