Financial Services & Insurance

AI is changing how claims get reviewed, how deals get assessed, and how fast a customer question gets answered: automated deal and document review, faster claims workflows, and customer service that keeps a full audit trail without slowing down.

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Financial Services & Insurance
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additional information
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Built around your real risk

Data-handling requirements like GLBA, fraud and audit-trail expectations, and SOC 2 or equivalent attestations aren't optional here. A well-scoped tool or diagnostic audit on a platform already in place fits a fast, fixed-scope engagement under Katalyst Launchpad™. Work touching regulated financial or insurance data calls for the fuller validation and architecture of Katalyst Custom™, KitelyTech's fully engineered build process.

Project management is solid.

Kyle
Founder, Streaming Discovery App

Excellent management and project creation.

Charlie
President, Digital Gifting App

Kitely Tech helped us turn an idea into a reality. The team is extremely knowledgeable, friendly and experienced which showed in the end product. They not only guided us but taught us and comforted us through the process with constant open communication and updates. Highly recommended company!

Haittam
Director, Logistics Company

We have different requirement and we have started to work accordingly with them. They understand requirement first and for that ask lots of question. When we get solution; it is amazing; even beyond our expectation of easiness.

Nilesh
Head of NBCU, Pharmaceutical Company

I’d absolutely recommend them.

Haittam
CEO, Secure Smartphone Manufacturer

That’s one of their value-adds; they’re effective.

James
Attorney & Owner, Law Firm

With KitelyTech, I only see results. I don’t need to follow up with them as much.

Haittam
Director, Logistics Company

Everything I wanted and more.

Steven
Founder, Nonprofit Organization

What stood out was the fact that they really understood what we wanted. They also added their own inputs before executing and delivering everything we wanted. Overall, their ability to take in information and execute and deliver what we needed was impressive.

Kevin
Managing Director, Sports Agency

What made the most difference in practice was the quality of the engineering judgment on this team. Not the ability to execute a specification — that is a baseline expectation. The ability to recognise when a specification was suboptimal, explain why, propose an alternative, and support the client in making a decision about it. That consultative dimension elevated the output beyond what the brief described and resulted in a product that is more fit for purpose than the one we had originally specified.

Sabrina
Chief Innovation Officer, (Company Withheld by Request)

What we build for financial services & insurance

  • Automated claims and underwriting workflows
  • AI-driven deal and document review
  • Fraud detection support
  • Customer service automation with audit trails
  • Real-time reporting across regulated data
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Representative Work
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Real results powered by KitelyTech

Global Insurer

AI-driven risk report automation

Risk reports arrived in every format a client could produce, and risk engineers read them one at a time. The view of overall exposure was never complete and never current. 

A custom NLP platform that extracts, classifies, and categorizes every report by type as it arrives. The pipeline handles native digital documents and scanned ones alike, which is what lets a single classification pass work across sources that share no structure. Engineers work from one complete view of exposure instead of assembling it by hand, and the hours that went into sorting go back into assessment. 

Technologies:
Python
Azure
JavaScript
Impact Investment Firm

AI deal-flow automation

Inbound deal flow grew faster than the team could assess it. Every opportunity needed the same manual first pass against the same criteria. Deal progress lived in inboxes and in whoever was closest to it, so the pipeline was only as current as the last person who remembered to update it. 

A custom AI system that runs the first pass automatically, scoring each inbound opportunity against the firm's own written investment criteria and surfacing the ones that merit attention. Deal progression is managed in the system rather than in inboxes, with real-time updates giving the whole team one view of the pipeline. Judgment stays with the investors; what changed is that they spend it on the deals worth judging. 

Technologies:
OpenAI
Global Insurance Company

ML and NLP contract management modernization

Contract management at a global insurer was analog: manual handling, slow decisions, limited analytics, and cost, delay, and compliance exposure spread across thousands of documents nobody could analyze as a body.

A machine learning and natural language processing system with a custom interface that took the contract base digital and made it legible. OCR digitizes the paper. ML classifies every contract by risk, policy type, and coverage. NLP extracts the key clauses, terms, and conditions, so compliance and risk questions get answered from the contracts themselves rather than from memory of them.

Technologies:
Python
Azure
Terraform
Bank

Machine learning for customer contact timing

The bank's outreach contacted customers at times chosen by the caller's schedule, not the customer's likelihood of answering. 

A custom machine learning algorithm that predicts the top three times to contact each client, built with statistical rigor the domain deserves: Kolmogorov-Smirnov and Chi-squared testing, drift management as the customer base changes, architecture that scales with the bank's growth, and monitoring with retraining to hold accuracy over time. Productivity and sales rose measurably. 

Technologies:
Custom Machine Learning
Statistical Modeling
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START HERE
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The best work starts with a real conversation

Every engagement starts with a scoping conversation, not a guess. Tell us where you are, and we'll tell you exactly what it takes to get it right.
What to expect
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Scoped by the senior engineers who'll actually do the work
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A real conversation before any number gets attached
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Priced for what the work requires, nothing padded in