AI + Insurance Engineering

Ship AI-enabled insurance products, faster.

Techzily partners with insurers, brokers, MGAs, insurtechs, and banks to automate claims, streamline underwriting, detect fraud, modernize policy operations, and refresh digital banking experiences on cloud-native infrastructure.

6
GCC markets served
AI
Claims, underwriting, document
100%
Server-rendered, SEO-first
Solutions

Insurance and banking solutions, engineered for outcomes

From claims and underwriting to digital banking channels, we ship systems that integrate with your core platforms, data, and customer journeys.

Claims automation
Triage, settle, and pay low-severity claims faster with rules, ML scoring, and human-in-the-loop workflows.
  • FNOL intake and triage
  • Automated settlement rules
  • Reserve and payment workflows
  • Adjuster collaboration
Document AI and OCR
Extract policy, claim, KYC, and medical data from any document language with explainable models.
  • Policy and quote ingestion
  • Claims bundle extraction
  • KYC and onboarding
  • Validation and enrichment
Underwriting intelligence
Augment underwriters with risk scoring, segmentation, and portfolio views across lines of business.
  • Risk scoring models
  • Portfolio exposure views
  • Reinsurance support
  • Underwriter copilot
Fraud detection
Network-aware fraud signals, watchlists, and case management that respect investigator workflows.
  • Claim and network scoring
  • Watchlists and entity resolution
  • Investigator case management
  • Regulatory reporting hooks
AI assistants
Customer, broker, and employee assistants grounded in your knowledge base with safe guardrails.
  • Customer self-service
  • Broker quoting assist
  • Operations copilot
  • Knowledge-grounded answers
Custom AI applications
Beyond insurance: we design and operate bespoke AI products, data platforms, and integrations for regulated industries.
  • Product discovery and design
  • Model integration and MLOps
  • Data platform engineering
  • Cloud-native delivery
Banking experience modernization
Help regional and community banks refresh digital channels, onboarding, and operations without a big-bang rip-and-replace — paced to regulation, talent, and budget.
  • Digital banking and self-service journeys
  • KYC and onboarding modernization
  • Core and channel integrations
  • Phased cloud and data upgrades
Industries

Built for insurance, ready for banking too

Primary focus on insurance, with deep work for banks and fintechs — including regional and community institutions modernizing digital experiences in emerging and established markets.

  • Insurers and carriers
  • Brokers and MGAs
  • Insurtech platforms
  • Reinsurance and takaful
  • Regional and community banks
  • Fintech and digital lenders
  • Health and life sciences
Services

Custom software services

End-to-end engineering across web, mobile, cloud, and data. We complement our insurance focus with full-stack product engineering for any regulated industry.

Web development
Server-rendered, accessible, and SEO-first web platforms built on Next.js, React, and modern TypeScript stacks.
Mobile applications
Cross-platform and native mobile apps for policyholders, bank customers, brokers, and field teams with offline-first patterns.
AI and automation
Applied AI services spanning document AI, assistants, predictive models, and process automation with MLOps.
Cloud and data
Cloud-native platforms on Google Cloud and AWS with secure, observable, and compliant foundations.
How we work

How we work

Discovery to operations, with clear handovers and shared ownership of outcomes.

  1. 1

    Discover

    Map processes, data, and goals; identify quick wins and target architecture.

  2. 2

    Design

    Define product, UX, model, and integration design with risk and compliance inputs.

  3. 3

    Build

    Ship in two-week increments with continuous integration and security review.

  4. 4

    Operate

    Monitor, retrain, and optimize with SRE practices and clear SLAs.

Selected engagements

Selected engagements

Representative capability examples based on our delivery experience.

Claims automation
Claims automation platform for a regional insurer
Designed an FNOL intake, triage, and low-severity settlement pipeline integrated with the policy admin system.
Next.jsPythonPostgreSQLGoogle Cloud
  • Faster low-severity settlement cycle
  • Reduced manual triage effort
  • Auditable decision trail
Document AI
Document AI for broker quote ingestion
Extracted structured data from heterogeneous broker quote packs with human validation for edge cases.
PythonLLMsVector searchCloud Run
  • Faster quote-to-bind cycle
  • Lower manual data entry load
  • Improved data quality
Cloud and data
Cloud migration for an insurtech platform
Migrated a monolithic insurance platform to a containerized, observable cloud-native architecture.
Google CloudCloud RunPostgreSQLTerraform
  • Improved deployment frequency
  • Reduced infrastructure cost
  • Stronger observability
Banking modernization
Retail banking channel refresh for a regional bank
Phased redesign of internet and mobile banking journeys — clearer onboarding, account services, and secure self-service — integrated with the existing core rather than a full rip-and-replace.
Next.jsReact NativeNode.jsPostgreSQLAWS
  • Clearer digital onboarding journeys
  • Self-service that reduced branch load
  • Stable integration with existing core systems

Engagement details are illustrative of capability and anonymized where required.

Technology

Technology we build on

A pragmatic, well-supported stack focused on reliability and AI integration.

Web and mobile

  • Next.js
  • React
  • TypeScript
  • React Native

Backend and data

  • Node.js
  • Python
  • PostgreSQL
  • Redis

Cloud

  • Google Cloud
  • AWS
  • Firebase
  • Docker

AI

  • OpenAI
  • Claude
  • Gemini
  • LangChain

Pragmatic, well-supported stack focused on reliability and AI integration

Principles

Principles we work by

Outcomes over output, evidence over hype, partnership over vendor dynamics.

Evidence before claims
We measure and report honestly. If a model or feature does not move the metric, we say so.
Security and compliance first
Insurance data is sensitive. We design for PDPL, GDPR-style consent, and least-privilege access from day one.
Engineer with the operator
Claims handlers, underwriters, and investigators shape the product, not the other way around.
Cloud-native and observable
Everything we ship runs on managed cloud with logs, metrics, traces, and clear ownership.
FAQ

Frequently asked questions

Common questions about engaging Techzily for insurance AI, banking modernization, and software.

Ready to modernize insurance — or your banking channels?

Tell us where you want to move the needle. We respond within two business days.