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Insurance Operations Automation

Insurance Operations Automation

Enhance efficiency, boost the client experience, and achieve claims and underwriting automation

Automate low-value, repetitive queries and requests, achieving true claims and underwriting automation.

Team sitting behind office desk
"88% of business conversations are transactional, with only 2-3 messages per thread on average."
"88% of business conversations are transactional, with only 2-3 messages per thread on average."
Connected systems
Mail and calendar server
RPA: UiPath, Automation Anywhere or micro-service for automated actioning
Avg. implementation time
1 month
Avg. time to value/ROI
1 month


From underwriting to claims, insurance agents spend most of their day performing repetitive, low-value communications tasks. They’re responding to emails, updating policies and processing the most simple, transactional claims. This is impacting productivity, slowing service speeds, and preventing teams from bringing in new work for the firm.

The most qualified and experienced people in the firm are wasting their precious time on low-value comms work. But insurers have long struggled to eliminate or automate these repetitive, manual processes due to a lack of data. As a result, cutting costs, adhering to SLAs and improving the client experience remains an uphill battle.


Re:infer Insurance Operations Automation understands and structures all inbound requests. It understands the meaning of every message and extracts the relevant data for automatic case creation, triage and routing.

Re:infer turns business conversations into structured data which can then be used for downstream processing by automation tools. This frees employees to focus on more important, more rewarding work.

For the first time, the end-to-end automation of the highest-volume manual requests is possible.


Insurance Operations Automation augments service performance and gives time back to employees, enabling you to:

Increase operational efficiency with claims and underwriting automation

Automate as much as 80% of inbound messages. Automatically process large volumes of emails, requests and messages, reducing response times from days to minutes. Significantly cut handling times for better SLA adherence and reduce the costs of running your operations function.

Augment the client experience

Reduce response times and accelerate request resolution. Improve service quality for customers and brokers, and enhance the underwriter experience. Boost the business value of your operations function by contributing to organisational efficiency and freeing capacity for the most valuable work.

Enhance underwriter productivity and satisfaction

Free your team to focus on the most complex and important requests and activities. Allocate more resources to the most valuable tasks, while keeping your team lean and effective. Reduce churn by prioritising more rewarding work.

Trusted by leading organisations to drive digital transformation

Hiscox saves £240k and auto-triages over 80% of emails with request automation

Specialist insurer Hiscox used Re:infer to automatically triage inbound broker requests.

  • 80-85% of emails now automatically triaged by Re:Infer
  • First time right rate increased from 3% to 96%
  • Request turnaround reduced from 5-7 days to 3.7 days
  • £240k saved in FTE cost avoidance

Learn more

Email to Case Explained

Re:infer uses natural language processing capabilities to understand the intent and content of inbound emails. This enables the platform to provide email-to-case capabilities, migrating business processes from email channels to workflow applications.

Re:infer helps automate case creation, processing events, status requests, and monitors for new processes being performed outside of workflow.

Learn more about email to case

Auto Triage Explained

Re:infer provides a fully automated triage capability that is Subject Matter Expert-driven. Inbound requests are automatically routed to the right team or person, removing the process from agent workflows.

The platform gives users fine-grained control over rules for classification, prioritisation, data extraction, and routing. Re:infer also allows for incremental deployment, meaning you can gradually scale auto triage until the required confidence levels are met.

Learn more about auto triage

  • <sub>1<sub>Re:infer, Internal customer audit, 2021
“Re:infer has transformed how we do business, and I know we’ve only scratched the surface of what it can do. We’ve saved time and resources that can now be put toward serving our clients better than ever."

Turn business conversations into business value

Turn any conversation into actionable data

Drive operational efficiency and optimise the customer experience with Re:infer’s Conversational Data Intelligence Platform.

Extract crucial insights and automate manual service requests with Re:infer’s Conversational Data Intelligence Platform.